Last update: Wed Sep 25 11:13:34 MDT 2024
Volume 1, Number 1, 2003Ian Foster and Peter Kacsuk Editors' Message . . . . . . . . . . . . 1--2 Charlie Catlett Standards for Grid Computing: Global Grid Forum . . . . . . . . . . . . . . . 3--7 Zsolt Németh and Vaidy Sunderam Characterizing Grids: Attributes, Definitions, and Formalisms . . . . . . 9--23 Ewa Deelman and James Blythe and Yolanda Gil and Carl Kesselman and Gaurang Mehta and Karan Vahi and Kent Blackburn and Albert Lazzarini and Adam Arbree and Richard Cavanaugh and Scott Koranda Mapping Abstract Complex Workflows onto Grid Environments . . . . . . . . . . . 25--39 Y. Tanaka and H. Nakada and S. Sekiguchi and T. Suzumura and S. Matsuoka Ninf-G: a Reference Implementation of RPC-based Programming Middleware for Grid Computing . . . . . . . . . . . . . 41--51 Kavitha Ranganathan and Ian Foster Simulation Studies of Computation and Data Scheduling Algorithms for Data Grids . . . . . . . . . . . . . . . . . 53--62 Wu-chun Feng and Mark K. Gardner and Michael E. Fisk and Eric H. Weigle Automatic Flow-Control Adaptation for Enhancing Network Performance in Computational Grids . . . . . . . . . . 63--74 Bruce Lowekamp and Nancy Miller and Roger Karrer and Thomas Gross and Peter Steenkiste Design, Implementation, and Evaluation of the Remos Network Monitoring System 75--93 Anonymous Instructions for Authors . . . . . . . . 95--98
Thilo Kielmann Editorial . . . . . . . . . . . . . . . 99--100 Bruce R. Barkstrom and Thomas H. Hinke and Shradha Gavali and Warren Smith and William J. Seufzer and Chaumin Hu and David E. Cordner Distributed Generation of NASA Earth Science Data Products . . . . . . . . . 101--116 H. Takemiya and K. Shudo and Y. Tanaka and S. Sekiguchi Constructing Grid Applications Using Standard Grid Middleware . . . . . . . . 117--131 Rainer Keller and Edgar Gabriel and Bettina Krammer and Matthias S. Müller and Michael M. Resch Towards Efficient Execution of MPI Applications on the Grid: Porting and Optimization Issues . . . . . . . . . . 133--149 Rosa M. Badia and Jesús Labarta and Raül Sirvent and Josep M. Pérez and José M. Cela and Rogeli Grima Programming Grid Applications with GRID Superscalar . . . . . . . . . . . . . . 151--170 P. Kacsuk and G. Dózsa and J. Kovács and R. Lovas and N. Podhorszki and Z. Balaton and G. Gombás P-GRADE: a Grid Programming Environment 171--197 Ian Taylor and Matthew Shields and Ian Wang and Omer Rana Triana Applications within Grid Computing and Peer to Peer Environments 199--217 Florian Schintke and Alexander Reinefeld Modeling Replica Availability in Large Data Grids . . . . . . . . . . . . . . . 219--227
Andrew A. Chien Introduction: Special Issue: Highlights of the Twelfth Symposium on High Performance Distributed Computing . . . 229--229 Vanish Talwar and Sujoy Basu and Raj Kumar Architecture and Environment for Enabling Interactive Grids . . . . . . . 231--250 Soonwook Hwang and Carl Kesselman A Flexible Framework for Fault Tolerance in the Grid . . . . . . . . . . . . . . 251--272 Sandip Agarwala and Christian Poellabauer and Jiantao Kong and Karsten Schwan and Matthew Wolf System-Level Resource Monitoring in High-Performance Computing Environments 273--289 Karthikeyan Sankaralingam and Madhulika Yalamanchi and Simha Sethumadhavan and James C. Browne Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks 291--307 An-Cheng Huang and Peter Steenkiste Network-Sensitive Service Discovery . . 309--326
Jon Crowcroft and Saleem Bhatti Editorial: Special Issue: High Performance Networking . . . . . . . . . 327--327 Miguel Rio and Andrea di Donato and Frank Saka and Nicola Pezzi and Richard Smith and Saleem Bhatti and Peter Clarke Quality of Service Networking for High Performance Grid Applications . . . . . 329--343 Hadrien Bullot and R. Les Cottrell and Richard Hughes-Jones Evaluation of Advanced TCP Stacks on Fast Long-Distance Production Networks 345--359 Ravi S. Prasad and Manish Jain and Constantinos Dovrolis Socket Buffer Auto-Sizing for High-Performance Data Transfers . . . . 361--376 Yunhong Gu and Robert Grossman SABUL: a Transport Protocol for Grid Computing . . . . . . . . . . . . . . . 377--386 Raouf Boutaba and Wojciech Golab and Youssef Iraqi and Tianshu Li and Bill St.Arnaud Grid-Controlled Lightpaths for High Performance Grid Applications . . . . . 387--394 Malathi Veeraraghavan and Xuan Zheng and Wu-chun Feng and Hojun Lee and Edwin K. P. Chong and Hua Li Scheduling and Transport for File Transfers on High-Speed Optical Circuits 395--405 Anonymous Author Index Vol. 1 (2003) . . . . . . . 407--408 Anonymous Contents of Vol. 1 (2003) . . . . . . . 409--411
Heinz Stockinger Editorial . . . . . . . . . . . . . . . 1--1 Min Cai and Martin Frank and Jinbo Chen and Pedro Szekely MAAN: a Multi-Attribute Addressable Network for Grid Information Services 3--14 Radu Prodan and Thomas Fahringer ZENTURIO: a Grid Service-Based Tool for Optimising Parallel and Grid Applications . . . . . . . . . . . . . . 15--29 Sudharshan Vazhkudai Distributed Downloads of Bulk, Replicated Grid Data . . . . . . . . . . 31--42 Seung-Hyun Kim and Kyong Hoon Kim and Jong Kim and Sung-Je Hong and Sangwan Kim Workflow-Based Authorization Service in the Grid . . . . . . . . . . . . . . . . 43--55 D. G. Cameron and A. P. Millar and C. Nicholson and R. Carvajal-Schiaffino and K. Stockinger and F. Zini Analysis of Scheduling and Replica Optimisation Strategies for Data Grids Using OptorSim . . . . . . . . . . . . . 57--69 M. Maimour and C. Pham Experimenting Active Reliable Multicast on Application-Aware Grids . . . . . . . 71--83 Carlo Mastroianni and Domenico Talia and Paolo Trunfio Metadata for Managing Grid Resources in Data Mining Applications . . . . . . . . 85--102
Xian-He Sun and Minglu Li Preface . . . . . . . . . . . . . . . . 107--108 Zhiwei Xu and Wei Li and Li Zha and Haiyan Yu and Donghua Liu Vega: a Computer Systems Approach to Grid Computing . . . . . . . . . . . . . 109--120 Liang-Jie Zhang and Bing Li Requirements Driven Dynamic Services Composition for Web Services and Grid Solutions . . . . . . . . . . . . . . . 121--140 Xin Liu and Huaxia Xia and Andrew A. Chien Validating and Scaling the MicroGrid: a Scientific Instrument for Grid Dynamics 141--161 Rashid J. Al-Ali and Kaizar Amin and Gregor von Laszewski and Omer F. Rana and David W. Walker and Mihael Hategan and Nestor Zaluzec Analysis and Provision of QoS for Distributed Grid Applications . . . . . 163--182 Yunhao Liu and Li Xiao and Lionel M. Ni and Yunhuai Liu Building Efficient Overlays . . . . . . 183--192 Guangwen Yang and Hai Jin and Minglu Li and Nong Xiao and Wei Li and Zhaohui Wu and Yongwei Wu and Feilong Tang Grid Computing in China . . . . . . . . 193--206
Anthony Finkelstein and Clare Gryce and Joe Lewis-Bowen Relating Requirements and Architectures: a Study of Data-Grids . . . . . . . . . 207--222 Gang Xue and Wenbin Song and Simon J. Cox and Andy Keane Numerical Optimisation as Grid Services for Engineering Design . . . . . . . . . 223--238 T. Purusothaman and S. Annadurai and H. Vijay Ganesh and C. T. Chockalingam and B. Uthra Kumar Dynamically Scalable, Heterogeneous and Generic Architecture for a Grid of Workstations . . . . . . . . . . . . . . 239--246 Thomas Röblitz and Florian Schintke and Alexander Reinefeld and Olof Bärring and Maite Barroso Lopez and German Cancio and Sylvain Chapeland and Karim Chouikh and Lionel Cons and Piotr Pozna\'nski and Philippe Defert and Jan Iven and Thorsten Kleinwort and Bernd Panzer-Steindel and Jaroslaw Polok and Catherine Rafflin and Alan Silverman and Tim Smith and Jan Eldik and David Front and Massimo Biasotto and Cristina Aiftimiei and Enrico Ferro and Gaetano Maron and Andrea Chierici and Luca dell'Agnello and Marco Serra and Michele Michelotto and Lord Hess and Volker Lindenstruth and Frank Pister and Timm Morten Steinbeck and David Groep and Martijn Steenbakkers and Oscar Koeroo and Wim Som de Cerff and Gerben Venekamp and Paul Anderson and Tim Colles and Alexander Holt and Alastair Scobie and Michael George and Andrew Washbrook and Rafael A. García Leiva Autonomic Management of Large Clusters and Their Integration into the Grid . . 247--260 Cheng Zhu and Zhong Liu and Weiming Zhang and Weidong Xiao and Zhenning Xu and Dongsheng Yang Decentralized Grid Resource Discovery Based on Resource Information Community 261--277 Markus Lorch and Dennis Kafura The PRIMA Grid Authorization System . . 279--298
Erwin Laure Preface . . . . . . . . . . . . . . . . 299--300 Linda A. Cornwall and Jens Jensen and David P. Kelsey and Ákos Frohner and Daniel Kou\vril and Franck Bonnassieux and Sophie Nicoud and Károly Lõrentey and Joni Hahkala and Mika Silander and Roberto Cecchini and Vincenzo Ciaschini and Luca dell'Agnello and Fabio Spataro and David O'Callaghan and Olle Mulmo and Gian Luca Volpato and David Groep and Martijn Steenbakkers and Andrew McNab Authentication and Authorization Mechanisms for Multi-Domain Grid Environments . . . . . . . . . . . . . . 301--311 R. García Leiva and M. Barroso López and G. Cancio Meliá and B. Chardi Marco and L. Cons and P. Pozna\'nski and A. Washbrook and E. Ferro and A. Holt Quattor: Tools and Techniques for the Configuration, Installation and Management of Large-Scale Grid Computing Fabrics . . . . . . . . . . . . . . . . 313--322 A. W. Cooke and A. J. G. Gray and W. Nutt and J. Magowan and M. Oevers and P. Taylor and R. Cordenonsi and R. Byrom and L. Cornwall and A. Djaoui and L. Field and S. M. Fisher and S. Hicks and J. Leake and R. Middleton and A. Wilson and X. Zhu and N. Podhorszki and B. Coghlan and S. Kenny and D. O'Callaghan and J. Ryan The Relational Grid Monitoring Architecture: Mediating Information about the Grid . . . . . . . . . . . . . 323--339 David Cameron and James Casey and Leanne Guy and Peter Kunszt and Sophie Lemaitre and Gavin McCance and Heinz Stockinger and Kurt Stockinger and Giuseppe Andronico and William Bell and Itzhak Ben-Akiva and Diana Bosio and Radovan Chytracek and Andrea Domenici and Flavia Donno and Wolfgang Hoschek and Erwin Laure and Levi Lucio and Paul Millar and Livio Salconi and Ben Segal and Mika Silander Replica Management in the European DataGrid Project . . . . . . . . . . . . 341--351 G. Avellino and S. Beco and B. Cantalupo and A. Maraschini and F. Pacini and M. Sottilaro and A. Terracina and D. Colling and F. Giacomini and E. Ronchieri and A. Gianelle and M. Mazzucato and R. Peluso and M. Sgaravatto and A. Guarise and R. Piro and A. Werbrouck and D. Kou\vril and A. K\vrenek and L. Matyska and M. Mula\vc and J. Pospi\vsil and M. Ruda and Z. Salvet and J. Sitera and J. \vSkrabal and M. Vocuring and M. Mezzadri and F. Prelz and S. Monforte and M. Pappalardo The DataGrid Workload Management System: Challenges and Results . . . . . . . . . 353--367 S. Burke and F. Harris and I. Stokes-Rees and I. Augustin and F. Carminati and J. Closier and E. van Herwijnen and A. Sciaba and D. Boutigny and J. J. Blaising and V. Garonne and A. Tsaregorodtsev and P. Capiluppi and A. Fanfani and C. Grandi and R. Barbera and E. Luppi and G. Negri and L. Perini and S. Resconi and M. Reale and A. De Salvo and S. Bagnasco and P. Cerello and K. Bos and D. Groep and W. van Leeuwen and J. Templon and O. Smirnova and O. Maroney and F. Brochu and D. Colling HEP Applications and Their Experience with the Use of DataGrid Middleware . . 369--386 J. Montagnat and F. Bellet and H. Benoit-Cattin and V. Breton and L. Brunie and H. Duque and Y. Legré and I. E. Magnin and L. Maigne and S. Miguet and J.-M. Pierson and L. Seitz and T. Tweed Medical Images Simulation, Storage, and Processing on the European DataGrid Testbed . . . . . . . . . . . . . . . . 387--400
Hong-Linh Truong and Thomas Fahringer and Schahram Dustdar Dynamic Instrumentation, Performance Monitoring and Analysis of Grid Scientific Workflows . . . . . . . . . . 1--18 Lazar Adzigogov and John Soldatos and Lazaros Polymenakos EMPEROR: An OGSA Grid Meta-Scheduler Based on Dynamic Resource Predictions 19--37 H. A. James and K. A. Hawick Scientific Data Management in a Grid Environment . . . . . . . . . . . . . . 39--51 Shanshan Song and Kai Hwang and Yu-Kwong Kwok Trusted Grid Computing with Security Binding and Trust Integration . . . . . 53--73 Thierry Delaitre and Tamas Kiss and Ariel Goyeneche and Gabor Terstyanszky and Stephen Winter and Peter Kacsuk GEMLCA: Running Legacy Code Applications as Grid Services . . . . . . . . . . . . 75--90 Aram Galstyan and Karl Czajkowski and Kristina Lerman Resource Allocation in the Grid with Learning Agents . . . . . . . . . . . . 91--100 Jens G. Jensen and Tara Shah and Owen Synge and John Gordon and Glen Johnson and Regina Tam Enabling Grid Access to Mass Storage . . 101--112 J. Perry and L. Smith and A. N. Jackson and R. D. Kenway and B. Joo and C. M. Maynard and A. Trew and D. Byrne and G. Beckett and C. T. H. Davies and S. Downing and A. C. Irving and C. McNeile and Z. Sroczynski and C. R. Allton and W. Armour and J. M. Flynn QCDgrid: a Grid Resource for Quantum Chromodynamics . . . . . . . . . . . . . 113--130 Peter Dinda and Dong Lu Fast Compositional Queries in a Relational Grid Information Service . . 131--150
Ewa Deelman and Ian Taylor Preface . . . . . . . . . . . . . . . . 151--151 Ian Taylor and Matthew Shields and Ian Wang and Andrew Harrison Visual Grid Workflow in Triana . . . . . 153--169 Jia Yu and Rajkumar Buyya A Taxonomy of Workflow Management Systems for Grid Computing . . . . . . . 171--200 Gurmeet Singh and Carl Kesselman and Ewa Deelman Optimizing Grid-Based Workflow Execution 201--219 Péter Kacsuk and Gergely Sipos Multi-Grid, Multi-User Workflows in the P-GRADE Grid Portal . . . . . . . . . . 221--238 Gregor von Laszewski and Mike Hategan Workflow Concepts of the Java CoG Kit 239--258 A. Stephen McGough and Jeremy Cohen and John Darlington and Eleftheria Katsiri and William Lee and Sofia Panagiotidi and Yash Patel An End-to-end Workflow Pipeline for Large-scale Grid Computing . . . . . . . 259--281 Wolfgang Emmerich and Ben Butchart and Liang Chen and Bruno Wassermann and Sarah L. Price Grid Service Orchestration Using the Business Process Execution Language (BPEL) . . . . . . . . . . . . . . . . . 283--304
Fabiano de O. Lucchese and Eduardo J. Huerta Yero and Francisco S. Sambatti and Marco A. A. Henriques An Adaptive Scheduler for Grids . . . . 1--17 Frédéric Desprez and Antoine Vernois Simultaneous Scheduling of Replication and Computation for Data-Intensive Applications on the Grid . . . . . . . . 19--31 Simone A. Ludwig and Omer F. Rana and Julian Padget and William Naylor Matchmaking Framework for Mathematical Web Services . . . . . . . . . . . . . . 33--48 Ann L. Chervenak and Min Cai Applying Peer-to-Peer Techniques to Grid Replica Location Services . . . . . . . 49--69 Sili Huang and Eric Aubanel and Virendrakumar C. Bhavsar PaGrid: a Mesh Partitioner for Computational Grids . . . . . . . . . . 71--88 Hema Prem and N. R. Srinivasa Raghavan A Support Vector Machine Based Approach for Forecasting of Network Weather Services . . . . . . . . . . . . . . . . 89--114 Paul Brebner and Wolfgang Emmerich Two Ways to Grid: The Contribution of Open Grid Services Architecture (OGSA) Mechanisms to Service-Centric and Resource-Centric Lifecycles . . . . . . 115--131
Thilo Kielmann Grid Applications: From Early Adopters to Mainstream Users . . . . . . . . . . 133--134 Ian Foster and Veronika Nefedova and Mehran Ahsant and Rachana Ananthakrishnan and Lee Liming and Ravi Madduri and Olle Mulmo and Laura Pearlman and Frank Siebenlist Streamlining Grid Operations: Definition and Deployment of a Portal-based User Registration Service . . . . . . . . . . 135--144 Yusuke Tanimura and Tsutomu Ikegami and Hidemoto Nakada and Yoshio Tanaka and Satoshi Sekiguchi Implementation of Fault-Tolerant GridRPC Applications . . . . . . . . . . . . . . 145--157 Yonghong Yan and Barbara M. Chapman Campus Grids Meet Applications: Modeling, Metascheduling and Integration 159--175 Wahid Chrabakh and Rich Wolski GridSAT: Design and Implementation of a Computational Grid Application . . . . . 177--193 Rion Dooley and Kent Milfeld and Chona Guiang and Sudhakar Pamidighantam and Gabrielle Allen From Proposal to Production: Lessons Learned Developing the Computational Chemistry Grid Cyberinfrastructure . . . 195--208 P. V. Jithesh and P. Donachy and T. Harmer and N. Kelly and R. Perrott and S. Wasnik and J. Johnston and M. McCurley and M. Townsley and S. McKee GeneGrid: Architecture, Implementation and Application . . . . . . . . . . . . 209--222
Franck Cappello and Adriana Iamnitchi and Mitsuhisa Sato Editorial: Special Issue on Global and Peer-to-Peer Computing . . . . . . . . . 223--224 Walfredo Cirne and Francisco Brasileiro and Nazareno Andrade and Lauro B. Costa and Alisson Andrade and Reynaldo Novaes and Miranda Mowbray Labs of the World, Unite!!! . . . . . . 225--246 Farag Azzedin and Muthucumaru Maheswaran and Arindam Mitra Trust Brokering and Its Use for Resource Matchmaking in Public-Resource Grids . . 247--263 Shuo Yang and Ali R. Butt and Xing Fang and Y. Charlie Hu and Samuel P. Midkiff A Fair, Secure and Trustworthy Peer-to-Peer Based Cycle-Sharing System 265--286 Ioan Raicu and Catalin Dumitrescu and Matei Ripeanu and Ian Foster The Design, Performance, and Use of DiPerF: An automated DIstributed PERformance evaluation Framework . . . . 287--309 Cyril Randriamaro and Olivier Soyez and Gil Utard and Francis Wlazinski Data Distribution in a Peer to Peer Storage System . . . . . . . . . . . . . 311--321 Ali R. Butt and Troy A. Johnson and Yili Zheng and Y. Charlie Hu Kosha: a Peer-to-Peer Enhancement for the Network File System . . . . . . . . 323--341 Emiliano Casalicchio and Federico Morabito and Giovanni Cortese and Fabrizio Davide A Novel Approach to Adaptive Content-based Subscription Management in DHT-based Overlay Networks . . . . . . . 343--353
Zhen Li and Manish Parashar A Decentralized Computational Infrastructure for Grid-Based Parallel Asynchronous Iterative Applications . . 355--372 Youcef Derbal Entropic Grid Scheduling . . . . . . . . 373--394 Rocco Aversa and Beniamino Di Martino and Nicola Mazzocca and Salvatore Venticinque MAGDA: a Mobile Agent based Grid Architecture . . . . . . . . . . . . . . 395--412 J. R. Burruss and T. W. Fredian and M. R. Thompson ROAM: An Authorization Manager for Grids 413--423 Andrew Harrison and Ian Taylor The Web Services Resource Framework in a Peer-to-Peer Context . . . . . . . . . . 425--445
Simon Miles and Paul Groth and Miguel Branco and Luc Moreau The Requirements of Using Provenance in e-Science Experiments . . . . . . . . . 1--25 Stéphane Genaud and Choopan Rattanapoka P2P--MPI: a Peer-to-Peer Framework for Robust Execution of Message Passing Parallel Programs on Grids . . . . . . . 27--42 Richard McClatchey and Ashiq Anjum and Heinz Stockinger and Arshad Ali and Ian Willers and Michael Thomas Data Intensive and Network Aware (DIANA) Grid Scheduling . . . . . . . . . . . . 43--64 Anil L. Pereira and Vineela Muppavarapu and Soon M. Chung Managing Role-Based Access Control Policies for Grid Databases in OGSA--DAI Using CAS . . . . . . . . . . . . . . . 65--81 Benjamin Quétier and Vincent Neri and Franck Cappello Scalability Comparison of Four Host Virtualization Tools . . . . . . . . . . 83--98 Catalin L. Dumitrescu and Ioan Raicu and Ian Foster The Design, Usage, and Performance of GRUBER: a Grid Usage Service Level Agreement based BrokERing Infrastructure 99--126
Rich Wolski and Henri Bal Special Issue Featuring Selected Papers from HPDC-15 . . . . . . . . . . . . . . 127--128 Zhongtang Cai and Vibhore Kumar and Karsten Schwan IQ-Paths: Predictably High Performance Data Streams Across Dynamic Network Overlays . . . . . . . . . . . . . . . . 129--150 A. Ganguly and A. Agrawal and P. O. Boykin and R. J. Figueiredo WOW: Self-organizing Wide Area Overlay Networks of Virtual Workstations . . . . 151--172 Xiaojuan Ren and Seyong Lee and Rudolf Eigenmann and Saurabh Bagchi Prediction of Resource Availability in Fine-Grained Cycle Sharing Systems Empirical Evaluation . . . . . . . . . . 173--195 Grzegorz Malewicz and Ian Foster and Arnold L. Rosenberg and Michael Wilde A Tool for Prioritizing DAGMan Jobs and its Evaluation . . . . . . . . . . . . . 197--212 Richard T. Mills and Chuan Yue and Andreas Stathopoulos and Dimitrios S. Nikolopoulos Runtime and Programming Support for Memory Adaptation in Scientific Applications via Local Disk and Remote Memory . . . . . . . . . . . . . . . . . 213--234 Henri Casanova Benefits and Drawbacks of Redundant Batch Requests . . . . . . . . . . . . . 235--250 T. Newhouse and J. Pasquale Achieving Efficiency and Accuracy in the ALPS Application-level Proportional-share Scheduler . . . . . . 251--270
Esther Pacitti and Marta Mattoso and Patrick Valduriez Preface to the Special Issue on Grid Data Management . . . . . . . . . . . . 271--272 Esther Pacitti and Patrick Valduriez and Marta Mattoso Grid Data Management: Open Problems and New Issues . . . . . . . . . . . . . . . 273--281 R. Jiménez-Peris and M. Patiño-Martínez and B. Kemme Enterprise Grids: Challenges Ahead . . . 283--294 Marcio Faerman and Reagan Moore and Yifeng Cui and Yuanfang Hu and Jing Zhu and Bernard Minster and Philip Maechling Managing Large Scale Data for Earthquake Simulations . . . . . . . . . . . . . . 295--302 Reza Akbarinia and Vidal Martins Data Management in the APPA System . . . 303--317 Peter Merz and Katja Gorunova Fault-tolerant Resource Discovery in Peer-to-peer Grids . . . . . . . . . . . 319--335 Eddy Caron and Frédéric Desprez and Cédric Tedeschi Enhancing Computational Grids with Peer-to-Peer Technology for Large Scale Service Discovery . . . . . . . . . . . 337--360
Denis Krivitski and Assaf Schuster and Ran Wolff A Local Facility Location Algorithm for Large-scale Distributed Systems . . . . 361--378 Derrick Kondo and Andrew A. Chien and Henri Casanova Scheduling Task Parallel Applications for Rapid Turnaround on Enterprise Desktop Grids . . . . . . . . . . . . . 379--405 Shannon Hastings and Scott Oster and Stephen Langella and David Ervin and Tahsin Kurc and Joel Saltz Introduce: An Open Source Toolkit for Rapid Development of Strongly Typed Grid Services . . . . . . . . . . . . . . . . 407--427 S. E. Middleton and M. Surridge and S. Benkner and G. Engelbrecht Quality of Service Negotiation for Commercial Medical Grid Services . . . . 429--447
Massimo Lamanna and Erwin Laure Preface . . . . . . . . . . . . . . . . 1--2 Julia Andreeva and Simone Campana and Federica Fanzago and Juha Herrala High-Energy Physics on the Grid: the ATLAS and CMS Experience . . . . . . . . 3--13 Cécile Germain-Renaud and Charles Loomis and Jakub T. Mo\'scicki and Romain Texier Scheduling for Responsive Grids . . . . 15--27 N. Jacq and J. Salzemann and F. Jacq and Y. Legré and E. Medernach and J. Montagnat and A. Maaß and M. Reichstadt and H. Schwichtenberg and M. Sridhar and V. Kasam and M. Zimmermann and M. Hofmann and V. Breton Grid-enabled Virtual Screening Against Malaria . . . . . . . . . . . . . . . . 29--43 Johan Montagnat and Ákos Frohner and Daniel Jouvenot and Christophe Pera and Peter Kunszt and Birger Koblitz and Nuno Santos and Charles Loomis and Romain Texier and Diane Lingrand and Patrick Guio and Ricardo Brito Da Rocha and Antonio Sobreira de Almeida and Zoltán Farkas A Secure Grid Medical Data Manager Interfaced to the gLite Middleware . . . 45--59 B. Koblitz and N. Santos and V. Pose The AMGA Metadata Service . . . . . . . 61--76 Konstantinos Christodoulopoulos and Vasileios Gkamas and Emmanouel A. Varvarigos Statistical Analysis and Modeling of Jobs in a Grid Environment . . . . . . . 77--101 Rashedur M. Rahman and Ken Barker and Reda Alhajj Replica Placement Strategies in Data Grid . . . . . . . . . . . . . . . . . . 103--123
Agostino Forestiero and Carlo Mastroianni and Giandomenico Spezzano Building a Peer-to-peer Information System in Grids via Self-organizing Agents . . . . . . . . . . . . . . . . . 125--140 Yoshihiro Nakajima and Mitsuhisa Sato and Yoshiaki Aida and Taisuke Boku and Franck Cappello Integrating Computing Resources on Multiple Grid-Enabled Job Scheduling Systems Through a Grid RPC System . . . 141--157 Ranieri Baraglia and Renato Ferrini and Nicola Tonellotto and Laura Ricci and Ramin Yahyapour A Launch-time Scheduling Heuristics for Parallel Applications on Wide Area Grids 159--175 Glenn Wasson and Norm Beekwilder and David Del Vecchio and Mark Morgan and Marty Humphrey Resource-oriented Computing: Design, Implementation, and Evaluation of WSRF.NET . . . . . . . . . . . . . . . . 177--194 Andrea Pugliese and Domenico Talia and Ramin Yahyapour Modeling and Supporting Grid Scheduling 195--213
Daniel J. Veit and Wolfgang Gentzsch Grid Economics and Business Models . . . 215--217 Ramayya Krishnan Grid Economics: a Selective Discussion of Two Research Problems . . . . . . . . 219--224 Torsten Eymann and Stefan König and Raimund Matros A Framework for Trust and Reputation in Grid Environments . . . . . . . . . . . 225--237 Qin Zheng and Chen-Khong Tham and Bharadwaj Veeravalli Dynamic Load Balancing and Pricing in Grid Computing with Communication Delay 239--253 James Broberg and Srikumar Venugopal and Rajkumar Buyya Market-oriented Grids and Utility Computing: The State-of-the-art and Future Directions . . . . . . . . . . . 255--276 Roman Beck and Michael Schwind and Oliver Hinz Grid Economics in Departmentalized Enterprises . . . . . . . . . . . . . . 277--290 Kevin L. Mills and Christopher Dabrowski Can Economics-based Resource Allocation Prove Effective in a Computation Marketplace? . . . . . . . . . . . . . . 291--311 Jim Spohrer and Laura C. Anderson and Norman J. Pass and Tryg Ager and Daniel Gruhl Service Science . . . . . . . . . . . . 313--324 Dirk Neumann and Jochen Stößer and Christof Weinhardt and Jens Nimis A Framework for Commercial Grids --- Economic and Technical Challenges . . . 325--347 Werner Streitberger and Sebastian Hudert and Torsten Eymann and Bjoern Schnizler and Floriano Zini and others On the Simulation of Grid Market Coordination Approaches . . . . . . . . 349--366
Luca Gatani and Alessandra De Paola and Giuseppe Lo Re and Salvatore Gaglio An Adaptive Routing Mechanism for P2P Resource Discovery . . . . . . . . . . . 367--367 Johan Montagnat and Tristan Glatard and Isabel Campos Plasencia and Francisco Castejón and Xavier Pennec and others Workflow-Based Data Parallel Applications on the EGEE Production Grid Infrastructure . . . . . . . . . . . . . 369--383 Alek Opitz and Hartmut König and Sebastian Szamlewska What Does Grid Computing Cost? . . . . . 385--397 Y. Kotani and F. Ino and K. Hagihara A Resource Selection System for Cycle Stealing in GPU Grids . . . . . . . . . 399--416
Chee Shin Yeo and Rajkumar Buyya Integrated Risk Analysis for a Commercial Computing Service in Utility Computing . . . . . . . . . . . . . . . 1--24 Jefferson Tan and David Abramson and Colin Enticott REMUS: a Rerouting and Multiplexing System for Grid Connectivity Across Firewalls . . . . . . . . . . . . . . . 25--50 Douglas Thain and Christopher Moretti and Jeffrey Hemmes Chirp: a practical global filesystem for cluster and Grid computing . . . . . . . 51--72 Eun-Kyu Byun and Jin-Soo Kim DynaGrid: An Adaptive, Scalable, and Reliable Resource Provisioning Framework for WSRF-Compliant Applications . . . . 73--89 Samer Al-Kiswany and Matei Ripeanu and Adriana Iamnitchi and Sudharshan Vazhkudai Beyond Music Sharing: An Evaluation of Peer-to-Peer Data Dissemination Techniques in Large Scientific Collaborations . . . . . . . . . . . . . 91--114 Andrea Domenici and Flavia Donno Static and Dynamic Data Models for the Storage Resource Manager v2.2 . . . . . 115--133
Sven Schulz and Wolfgang Blochinger and Hannes Hannak Capability-Aware Information Aggregation in Peer-to-Peer Grids Methods, Architecture, and Implementation . . . . 135--167 Bo Lang and Ian Foster and Frank Siebenlist and Rachana Ananthakrishnan and Tim Freeman A Flexible Attribute Based Access Control Method for Grid Computing . . . 169--180 Martin Waldburger and Matthias Göhner and Helmut Reiser and Gabi Dreo Rodosek and Burkhard Stiller Evaluation of an Accounting Model for Dynamic Virtual Organizations . . . . . 181--204 Mirza Pahlevi Said and Isao Kojima S-MDS: Semantic Monitoring and Discovery System for the Grid . . . . . . . . . . 205--224 Sebastian Hudert and Heiko Ludwig and Guido Wirtz Negotiating SLAs --- An Approach for a Generic Negotiation Framework for WS-Agreement . . . . . . . . . . . . . . 225--246 S. Andreozzi and P. Ciancarini and D. Montesi and R. Moretti and S. Pardi Implementation and Performance Analysis of XMatch: a Language for Quality-based Selection of Grid Services . . . . . . . 247--264 Vineela Muppavarapu and Soon M. Chung Role-Based Access Control in a Data Grid Using the Storage Resource Broker and Shibboleth . . . . . . . . . . . . . . . 265--283
Morris Riedel and Gabor Terstyanszky Grid Interoperability for e-Research . . 285--286 Laurence Field and Erwin Laure and Markus W. Schulz Grid Deployment Experiences: Grid Interoperation . . . . . . . . . . . . . 287--296 Gabriele Garzoglio and Ian Alderman and Mine Altunay and Rachana Ananthakrishnan and Joe Bester and others Definition and Implementation of a SAML-XACML Profile for Authorization Interoperability Across Grid Middleware in OSG and EGEE . . . . . . . . . . . . 297--307 Jens Jensen and Roger Downing and Derek Ross and Matt Hodges and Alex Sim Practical Grid Storage Interoperation: Interoperation of SRM and SRB Now . . . 309--317 Timo Baur and Rebecca Breu and Tibor Kálmán and Tobias Lindinger and Anne Milbert and others An Interoperable Grid Information System for Integrated Resource Monitoring Based on Virtual Organizations . . . . . . . . 319--333 Etienne Urbah and Peter Kacsuk and Zoltan Farkas and Gilles Fedak and Gabor Kecskemeti and others EDGeS: Bridging EGEE to BOINC and XtremWeb . . . . . . . . . . . . . . . . 335--354 Tamas Kiss and Tamas Kukla Achieving Interoperation of Grid Data Resources via Workflow Level Integration 355--374 Thomas Rings and Geoff Caryer and Julian Gallop and Jens Grabowski and Tatiana Kovacikova and others Grid and Cloud Computing: Opportunities for Integration with the Next Generation Network . . . . . . . . . . . . . . . . 375--393 Ioannis Kanaris and Vasileios Mylonakis and Aristotelis Chatziioannou and Ilias Maglogiannis and John Soldatos HECTOR: Enabling Microarray Experiments over the Hellenic Grid Infrastructure 395--416
Derrick Kondo Preface to the Special Issue on Volunteer Computing and Desktop Grids 417--418 Xiaosong Ma and Sudharshan S. Vazhkudai and Zhe Zhang Improving Data Availability for Better Access Performance: a Study on Caching Scientific Data on Distributed Desktop Workstations . . . . . . . . . . . . . . 419--438 Peter Kacsuk and Jozsef Kovacs and Zoltan Farkas and Attila Csaba Marosi and Gabor Gombas and others SZTAKI Desktop Grid (SZDG): a Flexible and Scalable Desktop Grid System . . . . 439--461 Viktors Bertis and Raphaël Bolze and Frédéric Desprez and Kevin Reed From Dedicated Grid to Volunteer Grid: Large Scale Execution of a Bioinformatics Application . . . . . . . 463--478 Brent Rood and Michael J. Lewis Grid Resource Availability Prediction-Based Scheduling and Task Replication . . . . . . . . . . . . . . 479--500 Eric Martin Heien and David P. Anderson and Kenichi Hagihara Computing Low Latency Batches with Unreliable Workers in Volunteer Computing Environments . . . . . . . . . 501--518 David Toth and David Finkel Improving the Productivity of Volunteer Computing by Using the Most Effective Task Retrieval Policies . . . . . . . . 519--535 Trilce Estrada and Michela Taufer and David P. Anderson Performance Prediction and Analysis of BOINC Projects: An Empirical Study with EmBOINC . . . . . . . . . . . . . . . . 537--554 Gheorghe Cosmin Silaghi and Filipe Araujo and Luis Moura Silva and Patricio Domingues and Alvaro E. Arenas Defeating Colluding Nodes in Desktop Grid Computing Platforms . . . . . . . . 555--573 Kan Watanabe and Masaru Fukushi and Susumu Horiguchi Optimal Spot-checking for Computation Time Minimization in Volunteer Computing 575--600 Viktors Berstis and Raphaël Bolze and Frédéric Desprez and Kevin Reed Erratum to: From Dedicated Grid to Volunteer Grid: Large Scale Execution of a Bioinformatics Application . . . . . . 601--601
Michael A. Murphy and Linton Abraham and Michael Fenn and Sebastien Goasguen Autonomic Clouds on the Grid . . . . . . 1--18 Paolo Andreetto and Sergio Andreozzi and Antonia Ghiselli and Moreno Marzolla and Valerio Venturi and others Standards-Based Job Management in Grid Systems . . . . . . . . . . . . . . . . 19--45 Daniel Villela Minimizing the Average Completion Time for Concurrent Grid Applications . . . . 47--59 Fotis Georgatos and Vasileios Gkamas and Aristeidis Ilias and Giannis Kouretis and Emmanouel Varvarigos A Grid-enabled CPU Scavenging Architecture and a Case Study of its Use in the Greek School Network . . . . . . 61--75 Sven Schulz and Wolfgang Blochinger and Mathias Poths Orbweb --- a Network Substrate for Peer-to-Peer Desktop Grid Computing Based on Open Standards . . . . . . . . 77--107 Ajanta De Sarkar and Sarbani Roy and Dibyajyoti Ghosh and Rupam Mukhopadhyay and Nandini Mukherjee An Adaptive Execution Scheme for Achieving Guaranteed Performance in Computational Grids . . . . . . . . . . 109--131 Chen Yu and Dan C. Marinescu Algorithms for Divisible Load Scheduling of Data-intensive Applications . . . . . 133--155
Alessandra Fanfani and Anzar Afaq and Jose Afonso Sanches and Julia Andreeva and Giusepppe Bagliesi and others Distributed Analysis in CMS . . . . . . 159--179 Kostas Lagouvardos and Evangelos Floros and Vassiliki Kotroni A Grid-Enabled Regional-Scale Ensemble Forecasting System in the Mediterranean Area . . . . . . . . . . . . . . . . . . 181--197 K. G. Begeman and A. N. Belikov and D. R. Boxhoorn and F. Dijkstra and E. A. Valentijn and others Merging Grid Technologies Astro-WISE and EGEE . . . . . . . . . . . . . . . . . . 199--221 Giuliano Taffoni and Santi Cassisi and Patrizia Manzato and Marco Molinaro and Fabio Pasian and others Grid and Databases: BaSTI as a Practical Integration Example . . . . . . . . . . 223--240 Sorina Camarasu-Pop and Tristan Glatard and Jakub T. Mo\'scicki and Hugues Benoit-Cattin and David Sarrut Dynamic Partitioning of GATE Monte-Carlo Simulations on EGEE . . . . . . . . . . 241--259 Maximilian Berger and Thomas Fahringer Practical Experience from Porting and Executing the Wien2k Application on the EGEE Production Grid Infrastructure . . 261--279 George Pallis and Asterios Katsifodimos and Marios D. Dikaiakos Searching for Software on the EGEE Infrastructure . . . . . . . . . . . . . 281--304 Diane Lingrand and Johan Montagnat and Janusz Martyniak and David Colling Optimization of Jobs Submission on the EGEE Production Grid: Modeling Faults Using Workload . . . . . . . . . . . . . 305--321 Julia Andreeva and Max Boehm and Benjamin Gaidioz and Edward Karavakis and Lukasz Kokoszkiewicz and others Experiment Dashboard for Monitoring Computing Activities of the LHC Virtual Organizations . . . . . . . . . . . . . 323--339 Brian Coghlan and John Walsh and Stephen Childs and Geoff Quigley and David O'Callaghan and others The Back-End of a Two-Layer Model for a Federated National Datastore for Academic Research VOs that Integrates EGEE Data Management . . . . . . . . . . 341--364
Anand Padmanabhan and Sukumar Ghosh and Shaowen Wang A Self-Organized Grouping (SOG) Framework for Efficient Grid Resource Discovery . . . . . . . . . . . . . . . 365--389 Vincenzo D. Cunsolo and Salvatore Distefano and Antonio Puliafito and Marco L. Scarpa GS$^3$: a Grid Storage System with Security Features . . . . . . . . . . . 391--418 Luiz Fernando Bittencourt and Edmundo R. M. Madeira Towards the Scheduling of Multiple Workflows on Computational Grids . . . . 419--441 Sven Schulz and Wolfgang Blochinger Parallel SAT Solving on Peer-to-Peer Desktop Grids . . . . . . . . . . . . . 443--471 Julien Perez and Cécile Germain-Renaud and Balazs Kégl and Charles Loomis Multi-objective Reinforcement Learning for Responsive Grids . . . . . . . . . . 473--492
Radu Prodan and Marek Wieczorek Negotiation-Based Scheduling of Scientific Grid Workflows Through Advance Reservations . . . . . . . . . . 493--510 Andrea Calabria and Davide Di Pasquale and Matteo Gnocchi and Paolo Alessandro Cozzi and Alessandro Orro and Gabriele Antonio Trombetti and Luciano Milanesi Grid Based Genome Wide Studies on Atrial Flutter . . . . . . . . . . . . . . . . 511--527 Hsin-Yen Chen and Mason Hsiung and Hurng-Chun Lee and Eric Yen and Simon C. Lin and others GVSS: a High Throughput Drug Discovery Service of Avian Flu and Dengue Fever for EGEE and EUAsiaGrid . . . . . . . . 529--541 Cosimo Anglano and Massimo Canonico and Marco Guazzone The ShareGrid Peer-to-Peer Desktop Grid: Infrastructure, Applications, and Performance Evaluation . . . . . . . . . 543--570 Antonio Lagan\`a and Alessandro Costantini and Osvaldo Gervasi and Noelia Faginas Lago and Carlo Manuali and others COMPCHEM: Progress Towards GEMS a Grid Empowered Molecular Simulator and Beyond 571--586 Tamas Kiss and Pamela Greenwell and Hans Heindl and Gabor Terstyanszky and Noam Weingarten Parameter Sweep Workflows for Modelling Carbohydrate Recognition . . . . . . . . 587--601
Ian Foster and Peter Kacsuk Editors' Message . . . . . . . . . . . . 1--2 Bhaskar Prasad Rimal and Admela Jukan and Dimitrios Katsaros and Yves Goeleven Architectural Requirements for Cloud Computing Systems: An Enterprise Cloud Approach . . . . . . . . . . . . . . . . 3--26 Tram Truong Huu and Guilherme Koslovski and Fabienne Anhalt and Johan Montagnat and Pascale Vicat-Blanc Primet Joint Elastic Cloud and Virtual Network Framework for Application Performance-cost Optimization . . . . . 27--47 Eddy Caron and Frédéric Desprez and Adrian Muresan Pattern Matching Based Forecast of Non-periodic Repetitive Behavior for Cloud Clients . . . . . . . . . . . . . 49--64 Ricardo Graciani Diaz and Adria Casajus Ramo and Ana Carmona Agüero and Thomas Fifield and Martin Sevior Belle--DIRAC Setup for Using Amazon Elastic Compute Cloud Providing Homogeneous Access to Heterogeneous Computing Resources . . . . . . . . . . 65--79 Kurt Vanmechelen and Wim Depoorter and Jan Broeckhove Combining Futures and Spot Markets: a Hybrid Market Approach to Economic Grid Resource Management . . . . . . . . . . 81--94 Juan Manuel Ramírez-Alcaraz and Andrei Tchernykh and Ramin Yahyapour and Uwe Schwiegelshohn and Ariel Quezada-Pina and José Luis González-García and Adán Hirales-Carbajal Job Allocation Strategies with User Run Time Estimates for Online Scheduling in Hierarchical Grids . . . . . . . . . . . 95--116
Ognjen Prnjat Guest Editors' Message . . . . . . . . . 117--118 Tiziana Ferrari and Luciano Gaido Resources and Services of the EGEE Production Infrastructure . . . . . . . 119--133 Antun Balaz and Ognjen Prnjat and Dusan Vudragovi\'c and Vladimir Slavni\'c and Ioannis Liabotis and others Development of Grid e-Infrastructure in South-Eastern Europe . . . . . . . . . . 135--154 Giuseppe Andronico and Valeria Ardizzone and Roberto Barbera and Bruce Becker and Riccardo Bruno and Antonio Calanducci and Diego Carvalho and Leandro Ciuffo and Marco Fargetta and Emidio Giorgio and Guiseppe La Rocca and Albert Masoni and Marco Paganoni and Federico Ruggieri and Diego Scardaci e-Infrastructures for e-Science: a Global View . . . . . . . . . . . . . . 155--184 Ashley D. Lloyd and Terence M. Sloan Intercontinental Grids: An Infrastructure for Demand-Driven Innovation . . . . . . . . . . . . . . . 185--200 Mine Altunay and Paul Avery and Kent Blackburn and Brian Bockelman and Michael Ernst and Dan Fraser and Robert Quick and Robert Gardner and Sebastien Goasguen and Tanya Levshina and Miron Livny and John McGee and Doug Olson and Ruth Pordes and Maxim Potekhin and Abhisek Rana and Alain Roy and Chander Sehgal and Igor Sfiligoi and Frank Wuerthwein and The Open Science Grid Executive Board A Science Driven Production Cyberinfrastructure --- the Open Science Grid . . . . . . . . . . . . . . . . . . 201--218 P. Kacsuk and J. Kovacs and Z. Farkas and A. Cs. Marosi and Z. Balaton Towards a Powerful European DCI Based on Desktop Grids . . . . . . . . . . . . . 219--239 Francisco Brasileiro and Matheus Gaudencio and Rafael Silva and Alexandre Duarte and Diego Carvalho and Diego Scardaci and Leandro Ciuffo and Rafael Mayo and Herbert Hoeger and Michael Stanton and Raul Ramos and Roberto Barbera and Bernal Marechal and Philippe Gavillet Using a Simple Prioritisation Mechanism to Effectively Interoperate Service and Opportunistic Grids in the EELA-2 e-Infrastructure . . . . . . . . . . . . 241--257 Wolfgang Gentzsch and Denis Girou and Alison Kennedy and Hermann Lederer and Johannes Reetz and Morris Riedel and Andreas Schott and Andrea Vanni and Mariano Vazquez and Jules Wolfrat DEISA --- Distributed European Infrastructure for Supercomputing Applications . . . . . . . . . . . . . . 259--277
Simone A. Ludwig and Azin Moallem Swarm Intelligence Approaches for Grid Load Balancing . . . . . . . . . . . . . 279--301 Sayed Chhattan Shah and Myong Soon Park An Energy-Efficient Resource Allocation Scheme for Mobile Ad Hoc Computational Grids . . . . . . . . . . . . . . . . . 303--323 Rakhi Anand and Troy LeBlanc and Edgar Gabriel and Jaspal Subhlok A Robust and Efficient Message Passing Library for Volunteer Computing Environments . . . . . . . . . . . . . . 325--344 Víctor Méndez Muñoz and Gabriel Amorós Vicente and Mohammed Kaci A Decentralized Deployment Strategy and Performance Evaluation of LCG File Catalog Service . . . . . . . . . . . . 345--354 Georg Birkenheuer and André Brinkmann and Mikael Högqvist and Alexander Papaspyrou and Bernhard Schott and Dietmar Sommerfeld and Wolfgang Ziegler Infrastructure Federation Through Virtualized Delegation of Resources and Services DGSI: Adding Interoperability to DCI Meta Schedulers . . . . . . . . . 355--377 H. A. Sanjay and Sathish S. Vadhiyar Strategies for Rescheduling Tightly-Coupled Parallel Applications in Multi-Cluster Grids . . . . . . . . . . 379--403 Vincent Thierion and Pierre-Alain Ayral and Geisel Jacob and Sauvagnargues-Lesage Sophie and Payrastre Olivier Grid Technology Reliability for Flash Flood Forecasting: End-user Assessment 405--422
Tamás Éltetö and Cécile Germain-Renaud and Pascal Bondon and Mich\`ele Sebag Towards Non-Stationary Grid Models . . . 423--440 Riccardo Murri and Peter Z. Kunszt and Sergio Maffioletti and Valery Tschopp GridCertLib: a Single Sign-on Solution for Grid Web Applications and Portals 441--453 Sivagama Sundari Murugavel and Sathish S. Vadhiyar and Ravi S. Nanjundiah Adaptive Executions of Multi-Physics Coupled Applications on Batch Grids . . 455--478 Zoltán Farkas Grid Interoperability Based on a Formal Design . . . . . . . . . . . . . . . . . 479--499 Verdi March and Yong Meng Teo A Read-Only Distributed Hash Table . . . 501--529 Radu Prodan and Marek Wieczorek and Hamid Mohammadi Fard Double Auction-based Scheduling of Scientific Applications in Distributed Grid and Cloud Environments . . . . . . 531--548 Mahantesh N. Birje and Sunilkumar S. Manvi WiGriMMA: a Wireless Grid Monitoring Model Using Agents . . . . . . . . . . . 549--572 Arnas Kaceniauskas and Ruslan Pacevic VizLitG: Grid Visualization e-Service Enabling Partial Dataset Transfer from Storage Elements of gLite-based Grid Infrastructure . . . . . . . . . . . . . 573--589
Tevfik Kosar and Ioan Raicu Guest Editors' Introduction: Special Issue on Data-Intensive Computing in the Clouds . . . . . . . . . . . . . . . . . 1--4 Gideon Juve and Ewa Deelman and G. Bruce Berriman and Benjamin P. Berman and Philip Maechling An Evaluation of the Cost and Performance of Scientific Workflows on Amazon EC2 . . . . . . . . . . . . . . . 5--21 Chris Bunch and Brian Drawert and Navraj Chohan and Chandra Krintz and Linda Petzold and Khawaja Shams Language and Runtime Support for Automatic Configuration and Deployment of Scientific Computing Software over Cloud Fabrics . . . . . . . . . . . . . 23--46 Yanfeng Zhang and Qixin Gao and Lixin Gao and Cuirong Wang iMapReduce: a Distributed Computing Framework for Iterative Computation . . 47--68 Changwoo Min and Inhyeok Kim and Taehyoung Kim and Young Ik Eom VMMB: Virtual Machine Memory Balancing for Unmodified Operating Systems . . . . 69--84 Charles Loboz Cloud Resource Usage --- Heavy Tailed Distributions Invalidating Traditional Capacity Planning Models . . . . . . . . 85--108 Pouria Pirzadeh and Junichi Tatemura and Oliver Po and Hakan Hacigümüs Performance Evaluation of Range Queries in Key Value Stores . . . . . . . . . . 109--132 Peter Wittek and Sándor Darányi Digital Preservation in Grids and Clouds: a Middleware Approach . . . . . 133--149 Tien Tuan Anh Dinh and Wang Wenqiang and Anwitaman Datta City on the Sky: Extending XACML for Flexible, Secure Data Sharing on the Cloud . . . . . . . . . . . . . . . . . 151--172 Wei Wang and Guosun Zeng Bayesian Cognitive Model in Scheduling Algorithm for Data Intensive Computing 173--184 Alberto Núñez and Jose L. Vázquez-Poletti and Agustin C. Caminero and Gabriel G. Castañé and Jesus Carretero and Ignacio M. Llorente iCanCloud: a Flexible and Scalable Cloud Infrastructure Simulator . . . . . . . . 185--209
Ahmed Ibrahim Saleh and Amany M. Sarhan and Amr M. Hamed A New Grid Scheduler with Failure Recovery and Rescheduling Mechanisms: Discussion and Analysis . . . . . . . . 211--235 Michael N. Kalochristianakis and Fotis Georgatos and Vasilis Gkamas and Giannis Kouretis and Emmanouel Varvarigos Deploying LiveWN Grids in the Greek School Network . . . . . . . . . . . . . 237--248 Rajni Aron and Inderveer Chana Formal QoS Policy Based Grid Resource Provisioning Framework . . . . . . . . . 249--264 Ugo Becciani and Vincenzo Antonuccio-Delogu and Alessandro Costa and Catia Petta Cosmological Simulations and Data Exploration: a Testcase on the Usage of Grid Infrastructure . . . . . . . . . . 265--277 Hailong Yang and Zhongzhi Luan and Wenjun Li and Depei Qian MapReduce Workload Modeling with Statistical Approach . . . . . . . . . . 279--310 Kyriaki Z. Gkoutioudi and Helen D. Karatza Multi-Criteria Job Scheduling in Grid Using an Accelerated Genetic Algorithm 311--323 Adán Hirales-Carbajal and Andrei Tchernykh and Ramin Yahyapour and José Luis González-García and Thomas Röblitz and Juan Manuel Ramírez-Alcaraz Multiple Workflow Scheduling Strategies with User Run Time Estimates on a Grid 325--346
Eric Aubanel and Virendra C. Bhavsar and Michael Alex Frumkin Preface . . . . . . . . . . . . . . . . 347--348 Jesús Montes and Alberto Sánchez and María S. Pérez Riding Out the Storm: How to Deal with the Complexity of Grid and Cloud Management . . . . . . . . . . . . . . . 349--366 Qishi Wu and Mengxia Zhu and Yi Gu and Patrick Brown and Xukang Lu and Wuyin Lin and Yangang Liu A Distributed Workflow Management System with Case Study of Real-life Scientific Applications on Grids . . . . . . . . . 367--393 Esma Yildirim and Tevfik Kosar End-to-End Data-Flow Parallelism for Throughput Optimization in High-Speed Networks . . . . . . . . . . . . . . . . 395--418 Rostand Costa and Francisco Brasileiro and Guido Lemos Filho and Dênio Sousa Using Broadcast Networks to Create On-demand Extremely Large Scale High-throughput Computing Infrastructures . . . . . . . . . . . . 419--445 Ivan Rodero and Hariharasudhan Viswanathan and Eun Kyung Lee and Marc Gamell and Dario Pompili and Manish Parashar Energy-Efficient Thermal-Aware Autonomic Management of Virtualized HPC Cloud Infrastructure . . . . . . . . . . . . . 447--473 Luis Tomás and Blanca Caminero and Carmen Carrión and Agustín C. Caminero On the Improvement of Grid Resource Utilization: Preventive and Reactive Rescheduling Approaches . . . . . . . . 475--499 Maria Grazia Buscemi and Ugo Montanari and Sonia Taneja A Game-Theoretic Analysis of Grid Job Scheduling . . . . . . . . . . . . . . . 501--519 Daniel de Oliveira and Kary A. C. S. Ocaña and Fernanda Baião and Marta Mattoso A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds . . . . . . . . . . 521--552 Oliver Niehörster and André Brinkmann and Axel Keller and Christoph Kleineweber and Jens Krüger and Jens Simon Cost-Aware and SLO-Fulfilling Software as a Service . . . . . . . . . . . . . . 553--577 Zhen Huang and Yisong Lin and Yuxing Peng Robust Redundancy Scheme for the Repair Process: Hierarchical Codes in the Bandwidth-Limited Systems . . . . . . . 579--597
Tamas Kiss Science Gateways for the Broader Take-up of Distributed Computing Infrastructures 599--600 Peter Kacsuk and Zoltan Farkas and Miklos Kozlovszky and Gabor Hermann and Akos Balasko and Krisztian Karoczkai and Istvan Marton WS-PGRADE/gUSE Generic DCI Gateway Framework for a Large Variety of User Communities . . . . . . . . . . . . . . 601--630 Piotr Dziubecki and Piotr Grabowski and Michal Krysi\'nski and Tomasz Kuczy\'nski and Krzysztof Kurowski and Dawid Szejnfeld Easy Development and Integration of Science Gateways with Vine Toolkit . . . 631--645 Sharath Maddineni and Joohyun Kim and Yaakoub El-Khamra and Shantenu Jha Distributed Application Runtime Environment (DARE): a Standards-based Middleware Framework for Science Gateways . . . . . . . . . . . . . . . . 647--664 Cristina Maestre and J. Dami\`an Segrelles Quilis and Erik Torres and Ignacio Blanquer and Rosana Medina and Vicente Hernández and Luis Martí Assessing the Usability of a Science Gateway for Medical Knowledge Bases with TRENCADIS . . . . . . . . . . . . . . . 665--688 V. Ardizzone and R. Barbera and A. Calanducci and M. Fargetta and E. Ingr\`a and I. Porro and G. La Rocca and S. Monforte and R. Ricceri and R. Rotondo and D. Scardaci and A. Schenone The DECIDE Science Gateway . . . . . . . 689--707 Jie Wu and René Siewert and Andreas Hoheisel and Jürgen Falkner and Oliver Strauß and Dinko Berberovic and Dagmar Krefting The Charité Grid Portal: User-friendly and Secure Access to Grid-based Resources and Services . . . . . . . . . 709--724 Shayan Shahand and Mark Santcroos and Antoine H. C. van Kampen and Sílvia Delgado Olabarriaga A Grid-Enabled Gateway for Biomedical Data Analysis . . . . . . . . . . . . . 725--742 Tsjerk A. Wassenaar and Marc van Dijk and Nuno Loureiro-Ferreira and Gijs van der Schot and Sjoerd J. de Vries and Christophe Schmitz and Johan van der Zwan and Rolf Boelens and Andrea Giachetti and Lucio Ferella and Antonio Rosato and Ivano Bertini and Torsten Herrmann and Hendrik R. A. Jonker and Anurag Bagaria and et al WeNMR: Structural Biology on the Grid 743--767 Sandra Gesing and Richard Grunzke and Jens Krüger and Georg Birkenheuer and Martin Wewior and Patrick Schäfer and Bernd Schuller and Johannes Schuster and Sonja Herres-Pawlis and Sebastian Breuers and Ákos Balaskó and Miklos Kozlovszky and Anna Szikszay Fabri and Lars Packschies and Peter Kacsuk and et al A Single Sign-On Infrastructure for Science Gateways on a Use Case for Structural Bioinformatics . . . . . . . 769--790
Antonio Cuomo and Giuseppe Di Modica and Salvatore Distefano and Antonio Puliafito and Massimiliano Rak and Orazio Tomarchio and Salvatore Venticinque and Umberto Villano An SLA-based Broker for Cloud Infrastructures . . . . . . . . . . . . 1--25 Keqin Li Optimal Load Distribution for Multiple Heterogeneous Blade Servers in a Cloud Computing Environment . . . . . . . . . 27--46 Yongcai Tao and Hai Jin and Song Wu and Xuanhua Shi and Lei Shi Dependable Grid Workflow Scheduling Based on Resource Availability . . . . . 47--61 Navraj Chohan and Chris Bunch and Chandra Krintz and Navyasri Canumalla Cloud Platform Datastore Support . . . . 63--81 Giorgos Margaritis and Andromachi Hatzieleftheriou and Stergios V. Anastasiadis Nephele: Scalable Access Control for Federated File Services . . . . . . . . 83--102 Manghui Tu and Hui Ma and Liangliang Xiao and I.-Ling Yen and Farokh Bastani and Dianxiang Xu Data Placement in P2P Data Grids Considering the Availability, Security, Access Performance and Load Balancing 103--127 Lesandro Ponciano and Francisco Brasileiro Assessing Green Strategies in Peer-to-Peer Opportunistic Grids . . . . 129--148 Máté Pataki and Attila Csaba Marosi Searching for Translated Plagiarism with the Help of Desktop Grids . . . . . . . 149--166
Matthias Hovestadt and Odej Kao and Andreas Kliem and Daniel Warneke Adaptive Online Compression in Clouds --- Making Informed Decisions in Virtual Machine Environments . . . . . . . . . . 167--186 Amirreza Zarrabi and Khairulmizam Samsudin and Wan Azizun Wan Adnan Linux Support for Fast Transparent General Purpose Checkpoint/Restart of Multithreaded Processes in Loadable Kernel Module . . . . . . . . . . . . . 187--210 Massimo Cafaro and Maria Mirto and Giovanni Aloisio Preference-Based Matchmaking of Grid Resources with CP-Nets . . . . . . . . . 211--237 Hrachya Astsatryan and Vladimir Sahakyan and Yuri Shoukouryan and Michel Daydé and Aurelie Hurault and Ronan Guivarch and Harutyun Terzyan and Levon Hovhannisyan On the Easy Use of Scientific Computing Services for Large Scale Linear Algebra and Parallel Decision Making with the P-Grade Portal . . . . . . . . . . . . . 239--248 Lance Stout and Matthew Walker and Jérôme Lauret and Sebastien Goasguen and Michael A. Murphy Using Kestrel and XMPP to Support the STAR Experiment in the Cloud . . . . . . 249--264 Roberto Alfieri and Silvia Arezzini and Alberto Ciampa and Roberto De Pietri and Enrico Mazzoni HPC on the Grid: The Theophys Experience 265--280 Jawwad Shamsi and Muhammad Ali Khojaye and Mohammad Ali Qasmi Data-Intensive Cloud Computing: Requirements, Expectations, Challenges, and Solutions . . . . . . . . . . . . . 281--310 Ivan Rodero and David Villegas and Norman Bobroff and Yanbin Liu and Liana Fong and S. Masoud Sadjadi Enabling Interoperability among Grid Meta-Schedulers . . . . . . . . . . . . 311--336
Johan Montagnat and Ian J. Taylor Guest Editor's Introduction: Special Issue on Workflow . . . . . . . . . . . 337--339 Justin M. Wozniak and Michael Wilde and Daniel S. Katz JETS: Language and System Support for Many-Parallel-Task Workflows . . . . . . 341--360 Yi Gu and Chase Qishi Wu and Xin Liu and Dantong Yu Distributed Throughput Optimization for Large-Scale Scientific Workflows Under Fault-Tolerance Constraint . . . . . . . 361--379 Karan Vahi and Ian Harvey and Taghrid Samak and Daniel Gunter and Kieran Evans and David Rogers and Ian Taylor and Monte Goode and Fabio Silva and Eddie Al-Shakarchi and Gaurang Mehta and Ewa Deelman and Andrew Jones A Case Study into Using Common Real-Time Workflow Monitoring Infrastructure for Scientific Workflows . . . . . . . . . . 381--406 Vincent C. Emeakaroha and Michael Maurer and Patrick Stern and Pawe\l P. Labaj and Ivona Brandic and David P. Kreil Managing and Optimizing Bioinformatics Workflows for Data Analysis in Clouds 407--428 Kassian Plankensteiner and Radu Prodan and Matthias Janetschek and Thomas Fahringer and Johan Montagnat and David Rogers and Ian Harvey and Ian Taylor and Ákos Balaskó and Péter Kacsuk Fine-Grain Interoperability of Scientific Workflows in Distributed Computing Infrastructures . . . . . . . 429--455 David Rogers and Ian Harvey and Tram Truong Huu and Kieran Evans and Tristan Glatard and Ibrahim Kallel and Ian Taylor and Johan Montagnat and Andrew Jones and Andrew Harrison Bundle and Pool Architecture for Multi-Language, Robust, Scalable Workflow Executions . . . . . . . . . . 457--480 Anja Le Blanc and John Brooke and Donal Fellows and Marco Soldati and David Pérez-Suárez and Alessandro Marassi and Andrej Santin Workflows for Heliophysics . . . . . . . 481--503 Vladimir Korkhov and Dagmar Krefting and Tamas Kukla and Gabor Z. Terstyanszky and Matthan W. A. Caan and Silvia D. Olabarriaga Exploring Workflow Interoperability for Neuroimage Analysis on the SHIWA Platform . . . . . . . . . . . . . . . . 505--522 Gayathri Nadarajan and Yun-Heh Chen-Burger and Robert B. Fisher Semantics and Planning Based Workflow Composition for Video Processing . . . . 523--551 Mirko Sonntag and Dimka Karastoyanova Model-as-you-go: An Approach for an Advanced Infrastructure for Scientific Workflows . . . . . . . . . . . . . . . 553--583 Nadia Cerezo and Johan Montagnat and Mireille Blay-Fornarino Computer-Assisted Scientific Workflow Design . . . . . . . . . . . . . . . . . 585--612
Roberto R. Expósito and Guillermo L. Taboada and Sabela Ramos and Jorge González-Domínguez and Juan Touriño and Ramón Doallo Analysis of I/O Performance on an Amazon EC2 Cluster Compute and High I/O Platform . . . . . . . . . . . . . . . . 613--631 Wei Zheng and Rizos Sakellariou Budget-Deadline Constrained Workflow Planning for Admission Control . . . . . 633--651 Sergio Nesmachnow and Bernabé Dorronsoro and Johnatan E. Pecero and Pascal Bouvry Energy-Aware Scheduling on Multicore Heterogeneous Grid Computing Systems . . 653--680 Christos Filippidis and Yiannis Cotronis and Christos Markou IKAROS: An HTTP-Based Distributed File System, for Low Consumption & Low Specification Devices . . . . . . . . . 681--698 A. Kertesz and G. Kecskemeti and M. Oriol and P. Kotcauer and S. Acs and M. Rodríguez and O. Merc\`e and A. Cs. Marosi and J. Marco and X. Franch Enhancing Federated Cloud Management with an Integrated Service Monitoring Approach . . . . . . . . . . . . . . . . 699--720 Rekha Kashyap and Deo Prakash Vidyarthi Security Driven Scheduling Model for Computational Grid Using NSGA--II . . . 721--734 Balazs Simon and Balazs Goldschmidt and Karoly Kondorosi A Metamodel for the Web Services Standards . . . . . . . . . . . . . . . 735--752 Víctor Méndez Muñoz and Adrian Casajús Ramo and Víctor Fernández Albor and Ricardo Graciani Diaz and Gonzalo Merino Arévalo Rafhyc: an Architecture for Constructing Resilient Services on Federated Hybrid Clouds . . . . . . . . . . . . . . . . . 753--770
Alan Sill and Gabor Kecskemeti Guest Editors' Introduction: Special Issue on Interoperability, Federation Frameworks and Application Programming Interfaces for IaaS Clouds . . . . . . . 1--2 David W. Chadwick and Kristy Siu and Craig Lee and Yann Fouillat and Damien Germonville Adding Federated Identity Management to OpenStack . . . . . . . . . . . . . . . 3--27 Laurence Field and Shiraz Memon and Iván Márton and Gábor Szigeti The EMI Registry: Discovering Services in a Federated World . . . . . . . . . . 29--40 Javier Fabra and Sergio Hernández and Joaquín Ezpeleta and Pedro Álvarez Solving the Interoperability Problem by Means of a Bus . . . . . . . . . . . . . 41--65 Francesc Lordan and Enric Tejedor and Jorge Ejarque and Roger Rafanell and Javier Álvarez and Fabrizio Marozzo and Daniele Lezzi and Raül Sirvent and Domenico Talia and Rosa M. Badia ServiceSs: An Interoperable Programming Framework for the Cloud . . . . . . . . 67--91 Sami Yangui and Iain-James Marshall and Jean-Pierre Laisne and Samir Tata CompatibleOne: The Open Source Cloud Broker . . . . . . . . . . . . . . . . . 93--109 Peter Tröger and Andre Merzky Towards Standardized Job Submission and Control in Infrastructure Clouds . . . . 111--125 Felipe Pontes Guimaraes and Pedro Célestin and Daniel Macedo Batista and Genaína Nunes Rodrigues and Alba Cristina Magalhaes Alves de Melo A Framework for Adaptive Fault-Tolerant Execution of Workflows in the Grid: Empirical and Theoretical Analysis . . . 127--151 Eugenio Cesario and Carlo Mastroianni and Domenico Talia A Multi-Domain Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams . . . . . . . . 153--168 Gábor Bacsó and Ádám Visegrádi and Attila Kertesz and Zsolt Németh On Efficiency of Multi-job Grid Allocation Based on Statistical Trace Data . . . . . . . . . . . . . . . . . . 169--186
Yanbo Han and Jianwu Wang Guest Editors' Introduction: Special Issue on Service and Cloud Based Data Integration . . . . . . . . . . . . . . 187--189 Evert Ferdinand Duipmans and Luís Ferreira Pires and Luiz Olavo Bonino da Silva Santos A Transformation-Based Approach to Business Process Management in the Cloud 191--219 Chen Liu and Jianwu Wang and Yanbo Han Mashroom+: An Interactive Data Mashup Approach with Uncertainty Handling . . . 221--244 Claudia Szabo and Quan Z. Sheng and Trent Kroeger and Yihong Zhang and Jian Yu Science in the Cloud: Allocation and Execution of Data-Intensive Scientific Workflows . . . . . . . . . . . . . . . 245--264 Yuanbin Han and Shizhan Chen and Zhiyong Feng Mining Integration Patterns of Programmable Ecosystem with Social Tags 265--283 Aminul Haque and Saadat M. Alhashmi and Rajendran Parthiban Identifying and Modeling the Strengths and Weaknesses of Major Economic Models in Grid Resource Management . . . . . . 285--302 Stefano Cozzini and Deepika Vaddi and Savita Goel and Francesco De Giorgi and S. K. Dash Regional Climate Simulations on EU--INDIA Grid Infrastructures: Methodologies and Performance . . . . . 303--320 Dana Petcu Consuming Resources and Services from Multiple Clouds . . . . . . . . . . . . 321--345 Salvatore Distefano and Giuseppe Serazzi Performance Driven WS Orchestration and Deployment in Service Oriented Infrastructure . . . . . . . . . . . . . 347--369 Genaro Costa and Anna Sikora and Josep Jorba and Tom\`as Margalef GMATE: Dynamic Tuning of Parallel Applications in Grid Environment . . . . 371--398 Muhammad Bilal Qureshi and Maryam Mehri Dehnavi and Nasro Min-Allah and Muhammad Shuaib Qureshi and Hameed Hussain and Ilias Rentifis and Nikos Tziritas and Thanasis Loukopoulos and Samee U. Khan and Cheng-Zhong Xu and Albert Y. Zomaya Survey on Grid Resource Allocation Mechanisms . . . . . . . . . . . . . . . 399--441
Alfredo Cuzzocrea Models and Algorithms for High-Performance Data Management and Mining on Computational Grids and Clouds 443--445 Chih-Hsuan Hsu and Cho-Chin Lin and Tsan-sheng Hsu Adaptable Scheduling Algorithm for Grids with Resource Redeployment Capability 447--463 Nithiapidary Muthuvelu and Ian Chai and Eswaran Chikkannan and Rajkumar Buyya QoS-based Task Group Deployment on Grid by Learning the Performance Data . . . . 465--483 Alessandro Costantini and Osvaldo Gervasi and Fabiana Zollo and Luca Caprini User Interaction and Data Management for Large Scale Grid Applications . . . . . 485--497 Aysan Rasooli and Douglas G. Down Guidelines for Selecting Hadoop Schedulers Based on System Heterogeneity 499--519 Seonho Kim and Jinoh Kim and Jon B. Weissman A Security-enabled Grid System for MINDS Distributed Data Mining . . . . . . . . 521--542 Mário David and Gonçalo Borges and Jorge Gomes and João Pina and Isabel Campos Plasencia and Enol Fernández-del-Castillo and Iván Díaz and Carlos Fernandez and Esteban Freire and Álvaro Simón and Kostas Koumantaros and Michel Dreschner and Tiziana Ferrari and Peter Solagna Validation of Grid Middleware for the European Grid Infrastructure . . . . . . 543--558
Tania Lorido-Botran and Jose Miguel-Alonso and Jose A. Lozano A Review of Auto-scaling Techniques for Elastic Applications in Cloud Environments . . . . . . . . . . . . . . 559--592 Tanzima Zerin Islam and Saurabh Bagchi and Rudolf Eigenmann Reliable and Efficient Distributed Checkpointing System for Grid Environments . . . . . . . . . . . . . . 593--613 Susmit Bagchi The Software Architecture for Efficient Distributed Interprocess Communication in Mobile Distributed Systems . . . . . 615--635 Hassan Khajemohammadi and Ali Fanian and T. Aaron Gulliver Efficient Workflow Scheduling for Grid Computing Using a Leveled Multi-objective Genetic Algorithm . . . 637--663 Hamid Arabnejad and Jorge G. Barbosa A Budget Constrained Scheduling Algorithm for Workflow Applications . . 665--679 Miroslav Ilias and Miroslav Dobrucký Grid Computing with Relativistic Quantum Chemistry Software . . . . . . . . . . . 681--690
Muhammad Shiraz and Abdullah Gani and Azra Shamim and Suleman Khan and Raja Wasim Ahmad Energy Efficient Computational Offloading Framework for Mobile Cloud Computing . . . . . . . . . . . . . . . 1--18 Chris A. Mattmann and Joshua Garcia and Ivo Krka and Daniel Popescu and Nenad Medvidovic Revisiting the Anatomy and Physiology of the Grid . . . . . . . . . . . . . . . . 19--34 Andrés García García and Ignacio Blanquer Cloud Services Representation using SLA Composition . . . . . . . . . . . . . . 35--51 Miguel Caballer and Ignacio Blanquer and Germán Moltó and Carlos de Alfonso Dynamic Management of Virtual Infrastructures . . . . . . . . . . . . 53--70 Matti Heikkurinen and Sandra Cohen and Fotis Karagiannis and Kashif Iqbal and Sergio Andreozzi and Michele Michelotto Answering the Cost Assessment Scaling Challenge: Modelling the Annual Cost of European Computing Services for Research 71--94 L. B. Costa and H. Yang and E. Vairavanathan and A. Barros and K. Maheshwari and G. Fedak and D. Katz and M. Wilde and M. Ripeanu and S. Al-Kiswany The Case for Workflow-Aware Storage: An Opportunity Study . . . . . . . . . . . 95--113 Dami\`a Castell\`a and Francesc Solsona and Francesc Giné DisCoP: A P2P Framework for Managing and Searching Computing Markets . . . . . . 115--137
Chongcheng Chen and Jiaxiang Lin and Xiaozhu Wu and Jianwei Wu Parallel and Distributed Spatial Outlier Mining in Grid: Algorithm, Design and Application . . . . . . . . . . . . . . 139--157 Marco Bencivenni and Diego Michelotto and Roberto Alfieri and Riccardo Brunetti and Andrea Ceccanti and Daniele Cesini and Alessandro Costantini and Enrico Fattibene and Luciano Gaido and Giuseppe Misurelli and Elisabetta Ronchieri and Davide Salomoni and Paolo Veronesi and Valerio Venturi and Maria Cristina Vistoli Accessing Grid and Cloud Services Through a Scientific Web Portal . . . . 159--175 Harshadkumar B. Prajapati and Vipul A. Shah Analysis Perspective Views of Grid Simulation Tools . . . . . . . . . . . . 177--213 Francisco Prieto-Castrillo and Antonio Astillero and María Botón-Fernández A Stochastic Process Approach to Model Distributed Computing on Complex Networks . . . . . . . . . . . . . . . . 215--232 Vahid Ebrahimirad and Maziar Goudarzi and Aboozar Rajabi Energy-Aware Scheduling for Precedence-Constrained Parallel Virtual Machines in Virtualized Data Centers . . 233--253 P. Kokkinos and T. A. Varvarigou and A. Kretsis and P. Soumplis and E. A. Varvarigos SuMo: Analysis and Optimization of Amazon EC2 Instances . . . . . . . . . . 255--274 Yehia Elkhatib and Chris Edwards Passive Network Awareness as a Means for Improved Grid Scheduling . . . . . . . . 275--291 Diego Carvalho and Luiz Rossi de Souza and Rafael G. Barbastefano and Felipe M. G. França Stochastic Product-Mix: A Grid Computing Industrial Application . . . . . . . . . 293--304
J. Ignacio Hidalgo and Francisco Fernández de Vega Parallel Bioinspired Algorithms on the Grid and Cloud . . . . . . . . . . . . . 305--308 Evelyne Lutton and Hugo Gilbert and Waldo Cancino and Benjamin Bach and Joseph Pallamidessi and Pierre Parrend and Pierre Collet Visual and Audio Monitoring of Island Based Parallel Evolutionary Algorithms 309--327 Mario García-Valdez and Leonardo Trujillo and Juan-J Merelo and Francisco Fernández de Vega and Gustavo Olague The EvoSpace Model for Pool-Based Evolutionary Algorithms . . . . . . . . 329--349 Rafael Nogueras and Carlos Cotta Studying Fault-Tolerance in Island-Based Evolutionary and Multimemetic Algorithms 351--374 J. A. Pascual and T. Lorido-Botrán and J. Miguel-Alonso and J. A. Lozano Towards a Greener Cloud Infrastructure Management using Optimized Placement Policies . . . . . . . . . . . . . . . . 375--389 Kalyan Veeramachaneni and Ignacio Arnaldo and Owen Derby and Una-May O'Reilly FlexGP: Cloud-Based Ensemble Learning with Genetic Programming for Large Regression Problems . . . . . . . . . . 391--407 Patricia Arroba and José L. Risco-Martín and Marina Zapater and José M. Moya and José L. Ayala Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering . . . . . . . . 409--423 Jorge Bernal Bernabe and Gregorio Martinez Perez and Antonio F. Skarmeta Gomez Intercloud Trust and Security Decision Support System: an Ontology-based Approach . . . . . . . . . . . . . . . . 425--456
Ji Liu and Esther Pacitti and Patrick Valduriez and Marta Mattoso A Survey of Data-Intensive Scientific Workflow Management . . . . . . . . . . 457--493 Amandeep Verma and Sakshi Kaushal Cost-Time Efficient Scheduling Plan for Executing Workflows in the Cloud . . . . 495--506 Jing Mei and Kenli Li and Xu Zhou and Keqin Li Fault-Tolerant Dynamic Rescheduling for Heterogeneous Computing Systems . . . . 507--525 Ricardo Lent Grid Scheduling with Makespan and Energy-Based Goals . . . . . . . . . . . 527--546 Alessandro Costa and Pietro Massimino and Marilena Bandieramonte An Innovative Science Gateway for the Cherenkov Telescope Array . . . . . . . 547--559 Dariusz Mrozek and Pawel Gosk and Bozena Malysiak-Mrozek Scaling Ab Initio Predictions of $3$D Protein Structures in Microsoft Azure Cloud . . . . . . . . . . . . . . . . . 561--585 Yaoguang Wang and Weiming Lu and Renjie Lou and Baogang Wei Improving MapReduce Performance with Partial Speculative Execution . . . . . 587--604 Atta ur Rehman Khan and Mazliza Othman and Abdul Nasir Khan MobiByte: An Application Development Model for Mobile Cloud Computing . . . . 605--628 Salvatore Distefano and Francesco Longo and Marco Scarpa QoS Assessment of Mobile Crowdsensing Services . . . . . . . . . . . . . . . . 629--650 Abdul Nasir Khan and M. L. Mat Kiah and Mazhar Ali A Cloud-Manager-Based Re-Encryption Scheme for Mobile Users in Cloud Environment: a Hybrid Approach . . . . . 651--675
Bernabé Dorronsoro and Dzmitry Kliazovich and Pascal Bouvry and Albert Y. Zomaya Editorial . . . . . . . . . . . . . . . 1--3 Andrei Tchernykh and Luz Lozano and Uwe Schwiegelshohn and Pascal Bouvry and Johnatan E. Pecero and Sergio Nesmachnow and Alexander Yu. Drozdov Online Bi-Objective Scheduling for IaaS Clouds Ensuring Quality of Service . . . 5--22 Dzmitry Kliazovich and Johnatan E. Pecero and Andrei Tchernykh and Pascal Bouvry and Samee U. Khan and Albert Y. Zomaya CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud Computing . . . . . . . . . . . . . . . 23--39 A. Kertesz and J. D. Dombi and A. Benyi A Pliant-based Virtual Machine Scheduling Solution to Improve the Energy Efficiency of IaaS Clouds . . . . 41--53 Zhuo Tang and Ling Qi and Zhenzhen Cheng and Kenli Li and Samee U. Khan and Keqin Li An Energy-Efficient Task Scheduling Algorithm in DVFS-enabled Cloud Environment . . . . . . . . . . . . . . 55--74 Rodrigo A. C. da Silva and Nelson L. S. da Fonseca Topology-Aware Virtual Machine Placement in Data Centers . . . . . . . . . . . . 75--90 D. Borgetto and R. Chakode and B. Depardon and C. Eichler and J. M. Garcia and H. Hbaieb and T. Monteil and E. Pelorce and A. Rachdi and A. Al Sheikh and P. Stolf Hybrid Approach for Energy Aware Management of Multi-cloud Architecture Integrating User Machines . . . . . . . 91--108 Osvaldo Adilson de Carvalho Junior and Sarita Mazzini Bruschi and Regina Helena Carlucci Santana and Marcos José Santana Green Cloud Meta-Scheduling . . . . . . 109--126 Piotr Borylo and Artur Lason and Jacek Rzasa and Andrzej Szymanski and Andrzej Jajszczyk Green Cloud Provisioning Throughout Cooperation of a WDM Wide Area Network and a Hybrid Power IT Infrastructure . . 127--151 Jedrzej M. Marszalkowski and Maciej Drozdowski and Jakub Marszalkowski Time and Energy Performance of Parallel Systems with Hierarchical Memory . . . . 153--170 Xiaoyu Shi and Jin Dong and Seddik M. Djouadi and Yong Feng and Xiao Ma and Yefu Wang PAPMSC: Power-Aware Performance Management Approach for Virtualized Web Servers via Stochastic Control . . . . . 171--191
Guilherme Galante and Luis Carlos Erpen De Bona and Antonio Roberto Mury and Bruno Schulze and Rodrigo da Rosa Righi An Analysis of Public Clouds Elasticity in the Execution of Scientific Applications: a Survey . . . . . . . . . 193--216 Sukhpal Singh and Inderveer Chana A Survey on Resource Scheduling in Cloud Computing: Issues and Challenges . . . . 217--264 René Peinl and Florian Holzschuher and Florian Pfitzer Docker Cluster Management for the Cloud --- Survey Results and Own Solution . . 265--282 Juan Gutierrez-Aguado and Jose M. Alcaraz Calero and Wladimiro Diaz Villanueva IaaSMon: Monitoring Architecture for Public Cloud Computing Data Centers . . 283--297 Leila Sharifi and Llorenç Cerd\`a-Alabern and Felix Freitag and Luís Veiga Energy Efficient Cloud Service Provisioning: Keeping Data Center Granularity in Perspective . . . . . . . 299--325 Nidhi Jain Kansal and Inderveer Chana Energy-aware Virtual Machine Migration for Cloud Computing --- A Firefly Optimization Approach . . . . . . . . . 327--345 Gábor Bacsó and Tamás Kis and Ádám Visegrádi and Attila Kertész and Zsolt Németh A Set of Successive Job Allocation Models in Distributed Computing Infrastructures . . . . . . . . . . . . 347--358 Piotr Bryk and Maciej Malawski and Gideon Juve and Ewa Deelman Storage-aware Algorithms for Scheduling of Workflow Ensembles in Clouds . . . . 359--378
Fuad Bajaber and Radwa Elshawi and Omar Batarfi and Abdulrahman Altalhi and Ahmed Barnawi and Sherif Sakr Big Data 2.0 Processing Systems: Taxonomy and Open Challenges . . . . . . 379--405 Jing Zhang and Qianmu Li and Wei Zhou HDCache: A Distributed Cache System for Real-Time Cloud Services . . . . . . . . 407--428 Adam L. Bazinet and Michael P. Cummings Subdividing Long-Running, Variable-Length Analyses Into Short, Fixed-Length BOINC Workunits . . . . . . 429--441 Rafaelli Coutinho and Yuri Frota and Kary Ocaña and Daniel de Oliveira and Lúcia M. A. Drummond A Dynamic Cloud Dimensioning Approach for Parallel Scientific Workflows: a Case Study in the Comparative Genomics Domain . . . . . . . . . . . . . . . . . 443--461 Wucherl Yoo and Alex Sim Time-Series Forecast Modeling on High-Bandwidth Network Measurements . . 463--476 Benjamin Aziz Modelling Fine-Grained Access Control Policies in Grids . . . . . . . . . . . 477--493
Sandra Gesing and Nancy Wilkins-Diehr and Michelle Barker and Gabriele Pierantoni Science Gateway Workshops 2015 Special Issue Conference Publications . . . . . 495--498 Alvaro Aguilera and Richard Grunzke and Dirk Habich and Johannes Luong and Dirk Schollbach and Ulf Markwardt and Jochen Garcke Advancing a Gateway Infrastructure for Wind Turbine Data Analysis . . . . . . . 499--514 Richard O. Sinnott and Felix Beuschlein and Jemie Effendy and Graeme Eisenhofer and Stephan Gloeckner and Anthony Stell Beyond a Disease Registry: An Integrated Virtual Environment for Adrenal Cancer Research . . . . . . . . . . . . . . . . 515--532 Annette McGrath and Steve McMahon and Sean Li and Joel Ludbey and Tim Ho The Essential Components of a Successful Galaxy Service . . . . . . . . . . . . . 533--543 Sandra Gesing and Jens Krüger and Richard Grunzke and Sonja Herres-Pawlis and Alexander Hoffmann Using Science Gateways for Bridging the Differences between Research Infrastructures . . . . . . . . . . . . 545--557 T. Piontek and B. Bosak and M. Ciznicki and P. Grabowski and P. Kopta and M. Kulczewski and D. Szejnfeld and K. Kurowski Development of Science Gateways Using QCG --- Lessons Learned from the Deployment on Large Scale Distributed and HPC Infrastructures . . . . . . . . 559--573 Daniele D'Agostino and Emanuele Danovaro and Andrea Clematis and Luca Roverelli and Gabriele Zereik and Antonella Galizia From Lesson Learned to the Refactoring of the DRIHM Science Gateway for Hydro-meteorological Research . . . . . 575--588 Shashank Gugnani and Carlos Blanco and Tamas Kiss and Gabor Terstyanszky Extending Science Gateway Frameworks to Support Big Data Applications in the Cloud . . . . . . . . . . . . . . . . . 589--601 Richard O. Sinnott and Christopher Bayliss and Andrew Bromage and Gerson Galang and Yikai Gong and Philip Greenwood and Glenn Jayaputera and Davis Marques and Luca Morandini and Ghazal Nogoorani and Hossein Pursultani and Muhammad Sarwar and William Voorsluys and Ivo Widjaja Privacy Preserving Geo-Linkage in the Big Urban Data Era . . . . . . . . . . . 603--618 Zoltán Farkas and Péter Kacsuk and Ákos Hajnal Enabling Workflow-Oriented Science Gateways to Access Multi-Cloud Systems 619--640 Peter Kacsuk and Gabor Kecskemeti and Attila Kertesz and Zsolt Nemeth and József Kovács and Zoltán Farkas Infrastructure Aware Scientific Workflows and Infrastructure Aware Workflow Managers in Science Gateways 641--654 Junaid Arshad and Gabor Terstyanszky and Tamas Kiss and Noam Weingarten and Giuliano Taffoni A Formal Approach to Support Interoperability in Scientific Meta-workflows . . . . . . . . . . . . . 655--671 S. Sánchez-Expósito and P. Martín and J. E. Ruiz and L. Verdes-Montenegro and J. Garrido and R. Sirvent and A. Ruiz Falcó and R. M. Badia and D. Lezzi Web Services as Building Blocks for Science Gateways in Astrophysics . . . . 673--685 Krisztian Karoczkai and Attila Kertesz and Peter Kacsuk A Meta-Brokering Framework for Science Gateways . . . . . . . . . . . . . . . . 687--703
Rubens Matos and Jamilson Dantas and Jean Araujo and Kishor S. Trivedi and Paulo Maciel Redundant Eucalyptus Private Clouds: Availability Modeling and Sensitivity Analysis . . . . . . . . . . . . . . . . 1--22 Shuli Wang and Kenli Li and Jing Mei and Guoqing Xiao and Keqin Li A Reliability-aware Task Scheduling Algorithm Based on Replication on Heterogeneous Computing Systems . . . . 23--39 Richard Grunzke and Jens Krüger and René Jäkel and Wolfgang E. Nagel and Sonja Herres-Pawlis and Alexander Hoffmann Metadata Management in the MoSGrid Science Gateway --- Evaluation and the Expansion of Quantum Chemistry Support 41--53 Matías Hirsch and Juan Manuel Rodríguez and Cristian Mateos and Alejandro Zunino A Two-Phase Energy-Aware Scheduling Approach for CPU-Intensive Jobs in Mobile Grids . . . . . . . . . . . . . . 55--80 Jagpreet Sidhu and Sarbjeet Singh Improved TOPSIS Method Based Trust Evaluation Framework for Determining Trustworthiness of Cloud Service Providers . . . . . . . . . . . . . . . 81--105 Konstantinos Kontodimas and Panagiotis Kokkinos and Yossi Kuperman and Athanasios Houbavlis and Emmanouel Varvarigos Analysis and Evaluation of Scheduling Policies for Consolidated I/O Operations 107--125 Laurence Field and Rizos Sakellariou An Evaluation of Information Consistency in Grid Information Systems . . . . . . 127--137
Donald F. Ferguson and Víctor Méndez Muñoz \booktitleJournal of Grid Computing, Special Issue of Cloud Computing and Services Science . . . . . . . . . . . . 139--140 Rafael Moreno-Vozmediano and Rubén S. Montero and Eduardo Huedo and Ignacio M. Llorente Implementation and Provisioning of Federated Networks in Hybrid Clouds . . 141--160 Fabio López-Pires and Benjamín Barán Many-Objective Virtual Machine Placement 161--176 Victor Chang and Muthu Ramachandran Financial Modeling and Prediction as a Service . . . . . . . . . . . . . . . . 177--195 Jagpreet Sidhu and Sarbjeet Singh Design and Comparative Analysis of MCDM-based Multi-dimensional Trust Evaluation Schemes for Determining Trustworthiness of Cloud Service Providers . . . . . . . . . . . . . . . 197--218 Yiannis Verginadis and Antonis Michalas and Panagiotis Gouvas and Gunther Schiefer and Gerald Hübsch and Iraklis Paraskakis PaaSword: A Holistic Data Privacy and Security by Design Framework for Cloud Services . . . . . . . . . . . . . . . . 219--234 Antonio Delgado Peris and José M. Hernández and Eduardo Huedo Distributed Late-binding Scheduling and Cooperative Data Caching . . . . . . . . 235--256 Zhicheng Cai and Qianmu Li and Xiaoping Li ElasticSim: A Toolkit for Simulating Workflows with Cloud Resource Runtime Auto-Scaling and Stochastic Task Execution Times . . . . . . . . . . . . 257--272 Michael Tighe and Michael Bauer Topology and Application Aware Dynamic VM Management in the Cloud . . . . . . . 273--294
Seyed Nima Khezr and Nima Jafari Navimipour MapReduce and Its Applications, Challenges, and Architecture: a Comprehensive Review and Directions for Future Research . . . . . . . . . . . . 295--321 Zhuo Tang and Zhongming Fu and Zherong Gong and Kenli Li and Keqin Li A Parallel Conditional Random Fields Model Based on Spark Computing Environment . . . . . . . . . . . . . . 323--342 Piotr Nawrocki and Bartlomiej Sniezynski Autonomous Context-Based Service Optimization in Mobile Cloud Computing 343--356 F. Lordan and Rosa M. Badia COMPSs-Mobile: Parallel Programming for Mobile Cloud Computing . . . . . . . . . 357--378 Amir Masoud Rahmani and Leila Azari and Helder A. Daniel A File Group Data Replication Algorithm for Data Grids . . . . . . . . . . . . . 379--393 Shahrzad Kananizadeh and Kirill Kononenko Predictive Mitigation of Timing Channels --- Threat Defense for Machine Codes . . 395--414
Raul Ramírez-Velarde and Andrei Tchernykh and Carlos Barba-Jimenez and Adán Hirales-Carbajal and Juan Nolazco-Flores Adaptive Resource Allocation with Job Runtime Uncertainty . . . . . . . . . . 415--434 Junqiang Jiang and Yaping Lin and Guoqi Xie and Li Fu and Junfeng Yang Time and Energy Optimization Algorithms for the Static Scheduling of Multiple Workflows in Heterogeneous Computing System . . . . . . . . . . . . . . . . . 435--456 Bo Li and Songtao Guo and Yan Wu and Defang Liu Construction and Resource Allocation of Cost-Efficient Clustered Virtual Network in Software Defined Networks . . . . . . 457--473 Tadeu Classe and Regina Braga and José Maria N. David and Fernanda Campos and Wagner Arbex A Distributed Infrastructure to Support Scientific Experiments . . . . . . . . . 475--500 Rodrigo Bruno and Fernando Costa and Paulo Ferreira freeCycles --- Efficient Multi-Cloud Computing Platform . . . . . . . . . . . 501--526 Norbert Tihanyi and Attila Kovács and József Kovács Computing Extremely Large Values of the Riemann Zeta Function . . . . . . . . . 527--534 Vinicius Facco Rodrigues and Rodrigo da Rosa Righi and Gustavo Rostirolla and Jorge Luis Victória Barbosa and Cristiano André da Costa and Antônio Marcos Alberti and Victor Chang Towards Enabling Live Thresholding as Utility to Manage Elastic Master--Slave Applications in the Cloud . . . . . . . 535--556 Hongyan Mao and Zhengwei Qi and Jiangang Duan and Xinni Ge Cost-Performance Modeling with Automated Benchmarking on Elastic Computing Clouds 557--572
Miguel Caballer and Germán Moltó and Ignacio Blanquer Guest Editor's Introduction: Special Issue on Cloud Computing Orchestration 1--2 Miguel Caballer and Sahdev Zala and Álvaro López García and Germán Moltó and Pablo Orviz Fernández and Mathieu Velten Orchestrating Complex Application Architectures in Heterogeneous Clouds 3--18 József Kovács and Péter Kacsuk Occopus: a Multi-Cloud Orchestrator to Deploy and Manage Complex Scientific Infrastructures . . . . . . . . . . . . 19--37 R. Moreno-Vozmediano and R. S. Montero and E. Huedo and I. M. Llorente Orchestrating the Deployment of High Availability Services on Multi-zone and Multi-cloud Scenarios . . . . . . . . . 39--53 Peter Kacsuk and József Kovács and Zoltán Farkas The Flowbster Cloud-Oriented Workflow System to Process Large Scientific Data Sets . . . . . . . . . . . . . . . . . . 55--83 Uros Pascinski and Jernej Trnkoczy and Vlado Stankovski and Matej Cigale and Sandi Gec QoS-Aware Orchestration of Network Intensive Software Utilities within Software Defined Data Centres . . . . . 85--112 Carlos Guerrero and Isaac Lera and Carlos Juiz Genetic Algorithm for Multi-Objective Optimization of Container Allocation in Cloud Architecture . . . . . . . . . . . 113--135 Cristian Ramon-Cortes and Albert Serven and Jorge Ejarque and Daniele Lezzi and Rosa M. Badia Transparent Orchestration of Task-based Parallel Applications in Containers Platforms . . . . . . . . . . . . . . . 137--160
Vlado Stankovski and Radu Prodan Guest Editors' Introduction: Special Issue on Storage for the Big Data Era 161--163 Ansar Rafique and Dimitri Van Landuyt and Wouter Joosen PERSIST: Policy-Based Data Management Middleware for Multi-Tenant SaaS Leveraging Federated Cloud Storage . . . 165--194 Binqi Zhang and Chen Wang and Bing Bing Zhou and Dong Yuan and Albert Y. Zomaya DCDedupe: Selective Deduplication and Delta Compression with Effective Routing for Distributed Storage . . . . . . . . 195--209 Marco Meoni and Raffaele Perego and Nicola Tonellotto Dataset Popularity Prediction for Caching of CMS Big Data . . . . . . . . 211--228 Peipei Sui and Xiaoyu Yang A Privacy-Preserving Compression Storage Method for Large Trajectory Data in Road Network . . . . . . . . . . . . . . . . 229--245 Akos Hajnal and Gabor Kecskemeti and Attila Csaba Marosi and Jozsef Kovacs and Peter Kacsuk and Robert Lovas ENTICE VM Image Analysis and Optimised Fragmentation . . . . . . . . . . . . . 247--263 Carlos Guerrero and Isaac Lera and Carlos Juiz Migration-Aware Genetic Optimization for MapReduce Scheduling and Replica Placement in Hadoop . . . . . . . . . . 265--284 Xuan T. Tran and Tien Van Do and Csaba Rotter and Dosam Hwang A New Data Layout Scheme for Energy-Efficient MapReduce Processing Tasks . . . . . . . . . . . . . . . . . 285--298 Jianwei Liao and Dong Yin and Xiaoning Peng Block I/O Scheduling on Storage Servers of Distributed File Systems . . . . . . 299--316 Yacine Djemaiel and Sarra Berrahal and Noureddine Boudriga A Novel Graph-Based Approach for the Management of Health Data on Cloud-Based WSANs . . . . . . . . . . . . . . . . . 317--344 Radhya Sahal and Marwah Nihad and Mohamed H. Khafagy and Fatma A. Omara iHOME: Index-Based JOIN Query Optimization for Limited Big Data Storage . . . . . . . . . . . . . . . . 345--380
D. Salomoni and I. Campos and L. Gaido and J. Marco de Lucas and P. Solagna and J. Gomes and L. Matyska and P. Fuhrman and M. Hardt and G. Donvito and L. Dutka and M. Plociennik and R. Barbera and I. Blanquer and A. Ceccanti and et al INDIGO-DataCloud: a Platform to Facilitate Seamless Access to E-Infrastructures . . . . . . . . . . . 381--408 Jie Song and HongYan He and Zhi Wang and Ge Yu and Jean-Marc Pierson Modulo Based Data Placement Algorithm for Energy Consumption Optimization of MapReduce System . . . . . . . . . . . . 409--424 Mohammad Aazam and Eui-Nam Huh and Marc St-Hilaire Towards Media Inter-cloud Standardization --- Evaluating Impact of Cloud Storage Heterogeneity . . . . . . 425--443 Edi Shmueli and Ilya Zaides Framework for Scalable File System Metadata Crawling and Differencing . . . 445--457 Yi Zhang and Xiaohui Cheng and Liuhua Chen and Haiying Shen Energy-efficient Tasks Scheduling Heuristics with Multi-constraints in Virtualized Clouds . . . . . . . . . . . 459--475 Azra Aryania and Hadi S. Aghdasi and Leyli Mohammad Khanli Energy-Aware Virtual Machine Consolidation Algorithm Based on Ant Colony System . . . . . . . . . . . . . 477--491 Mauro Hinz and Guilherme Piegas Koslovski and Charles C. Miers and Laércio L. Pilla and Maurício A. Pillon A Cost Model for IaaS Clouds Based on Virtual Machine Energy Consumption . . . 493--512 Jose A. Pascual and Jose A. Lozano and Jose Miguel-Alonso Effects of Reducing VMs Management Times on Elastic Applications . . . . . . . . 513--530
José Luís Pereira and Orlando Belo and Pascal Ravesteijn Special Issue on Big Data and Digital Transformation . . . . . . . . . . . . . 531--533 Mostafa Hadadian Nejad Yousefi and Maziar Goudarzi A Task-Based Greedy Scheduling Algorithm for Minimizing Energy of MapReduce Jobs 535--551 Preeti Gupta and Rajni Jindal and Arun Sharma Community Trolling: An Active Learning Approach for Topic Based Community Detection in Big Data . . . . . . . . . 553--567 Xiaoyuan Fu and Jingyu Wang and Qi Qi and Jianxin Liao and Tonghong Li Incentive Mechanisms for Resource Scaling-out Game of Stream Big Data Analytics . . . . . . . . . . . . . . . 569--585 Jonatan Enes and Javier López Cacheiro and Roberto R. Expósito and Juan Touriño Big Data-Oriented PaaS Architecture with Disk-as-a-Resource Capability and Container-Based Virtualization . . . . . 587--605 Nahla B. Abdel-Hamid and Sally ElGhamrawy and Ali El Desouky and Hesham Arafat A Dynamic Spark-based Classification Framework for Imbalanced Big Data . . . 607--626 F. Lordan and J. Jensen and R. M. Badia Towards Mobile Cloud Computing with Single Sign-on Access . . . . . . . . . 627--646 Wenjie Fang and Uwe Beckert Parallel Tree Search in Volunteer Computing: a Case Study . . . . . . . . 647--662 Shiraz Memon and Jensen Jens and Elbers Willem and Helmut Neukirchen and Matthias Book and Morris Riedel Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures 663--681 Pablo Orviz Fernández and João Pina and Álvaro López Garc\'ìa and Isabel Campos Plasencia and Mário David and Jorge Gomes umd-verification: Automation of Software Validation for the EGI Federated e-Infrastructure . . . . . . . . . . . . 683--696
Laura Ricci and Alexandru Iosup and Radu Prodan Editorial . . . . . . . . . . . . . . . 1--2 Massimo Bartoletti and Bryn Bellomy and Livio Pompianu A Journey into Bitcoin Metadata . . . . 3--22 Barbara Guidi and Andrea Michienzi and Giulio Rossetti Towards the Dynamic Community Discovery in Decentralized Online Social Networks 23--44 Emanuele Carlini and Alessandro Lulli Analysis of Movement Features in Multiplayer Online Battle Arenas . . . . 45--57 Hanna Kavalionak and Claudio Gennaro and Giuseppe Amato and Claudio Vairo and Costantino Perciante and Carlo Meghini and Fabrizio Falchi Distributed Video Surveillance Using Smart Cameras . . . . . . . . . . . . . 59--77 Zhiming Cai and Ivan Lee and Shu-Chuan Chu and Xuehong Huang SimSim: A Service Discovery Method Preserving Content Similarity and Spatial Similarity in P2P Mobile Cloud 79--95 Stefano Bistarelli and Ivan Mercanti and Paolo Santancini and Francesco Santini End-to-End Voting with Non-Permissioned and Permissioned Ledgers . . . . . . . . 97--118 Barbara Krasovec and Andrej Filipcic Enhancing the Grid with Cloud Computing 119--135 Joonseok Park and Ungsoo Kim and Donggyu Yun and Keunhyuk Yeom C-RCE: an Approach for Constructing and Managing a Cloud Service Broker . . . . 137--168 Mennan Selimi and Llorenç Cerd\`a-Alabern and Felix Freitag and Lu\'ìs Veiga and Arjuna Sathiaseelan and Jon Crowcroft A Lightweight Service Placement Approach for Community Network Micro-Clouds . . . 169--189 Carlos de Alfonso and Miguel Caballer and Amanda Calatrava and Germán Moltó and Ignacio Blanquer Multi-elastic Datacenters: Auto-scaled Virtual Clusters on Energy-Aware Physical Infrastructures . . . . . . . . 191--204
Sajid Anwar and Álvaro Rocha Special Issue on Knowledge Discovery in Big Data (KDBD) . . . . . . . . . . . . 205--208 Abrar Ullah and Hannan Xiao and Trevor Barker A Dynamic Profile Questions Approach to Mitigate Impersonation in Online Examinations . . . . . . . . . . . . . . 209--223 Mohammad Nauman and Hafeez Ur Rehman and Gianfranco Politano and Alfredo Benso Beyond Homology Transfer: Deep Learning for Automated Annotation of Proteins . . 225--237 Salabat Khan and Amir Khan and Muazzam Maqsood and Farhan Aadil and Mustansar Ali Ghazanfar Optimized Gabor Feature Extraction for Mass Classification Using Cuckoo Search for Big Data E-Healthcare . . . . . . . 239--254 Jan Badshah and Muhammad Kamran and Nadir Shah and Shahbaz Akhtar Abid An Improved Method to Deploy Cache Servers in Software Defined Network-based Information Centric Networking for Big Data . . . . . . . . 255--277 Zafar Saeed and Rabeeh Ayaz Abbasi and Onaiza Maqbool and Abida Sadaf and Imran Razzak and Ali Daud and Naif Radi Aljohani and Guandong Xu What's Happening Around the World? A Survey and Framework on Event Detection Techniques on Twitter . . . . . . . . . 279--312 Abdul Majid and Mukhtaj Khan and Nadeem Iqbal and Mian Ahmad Jan and Mushtaq Khan and Salman Application of Parallel Vector Space Model for Large-Scale DNA Sequence Analysis . . . . . . . . . . . . . . . . 313--324 Akash Gupta and Harsh Sahu and Nihal Nanecha and Pradeep Kumar and Partha Pratim Roy and Victor Chang Enhancing Text Using Emotion Detected from EEG Signals . . . . . . . . . . . . 325--340 Beom-Su Kim and Monther Aldwairi and Ki-Il Kim An Efficient Real-Time Data Dissemination Multicast Protocol for Big Data in Wireless Sensor Networks . . . . 341--355 Saqib Alam and Nianmin Yao Big Data Analytics, Text Mining and Modern English Language . . . . . . . . 357--366 Arslan Ali Raza and Asad Habib and Jawad Ashraf and Muhammad Javed Semantic Orientation Based Decision Making Framework for Big Data Analysis of Sporadic News Events . . . . . . . . 367--383
Sukhpal Singh Gill and Rajkumar Buyya Resource Provisioning Based Scheduling Framework for Execution of Heterogeneous and Clustered Workloads in Clouds: from Fundamental to Autonomic Offering . . . 385--417 Li Chunlin and Tang Jianhang and Luo Youlong Hybrid Cloud Adaptive Scheduling Strategy for Heterogeneous Workloads . . 419--446 Felipe Rodrigo de Souza and Charles Christian Miers and Adriano Fiorese and Marcos Dias de Assunção and Guilherme Piegas Koslovski QVIA-SDN: Towards QoS-Aware Virtual Infrastructure Allocation on SDN-based Clouds . . . . . . . . . . . . . . . . . 447--472 Rodrigo da Rosa Righi and Matheus Lehmann and Marcio Miguel Gomes and Jeferson Campos Nobre and Cristiano André da Costa and Sandro José Rigo and Marcio Lena and Rodrigo Fraga Mohr and Luiz Ricardo Bertoldi de Oliveira A Survey on Global Management View: Toward Combining System Monitoring, Resource Management, and Load Prediction 473--502 Ioan Dragan and Gabriel Iuhasz and Dana Petcu A Scalable Platform for Monitoring Data Intensive Applications . . . . . . . . . 503--528 A. Kertesz and T. Pflanzner and T. Gyimothy A Mobile IoT Device Simulator for IoT--Fog-Cloud Systems . . . . . . . . . 529--551 Hui-Ching Hsieh and Mao-Lun Chiang The Incremental Load Balance Cloud Algorithm by Using Dynamic Data Deployment . . . . . . . . . . . . . . . 553--575 Fakhri Alam Khan and Mujeeb ur Rehman and Afsheen Khalid and Muhammad Ali and Muhammad Imran and Muhammad Nawaz and Attaur Rahman An Intelligent Data Service Framework for Heterogeneous Data Sources . . . . . 577--589 Liu Huancheng and Wu Tingting and Álvaro Rocha An Analysis of Research Trends on Data Mining in Chinese Academic Libraries . . 591--601 Ermeson Andrade and Bruno Nogueira Performability Evaluation of a Cloud-Based Disaster Recovery Solution for IT Environments . . . . . . . . . . 603--621
Claus Pahl and Muthu Ramachandran and Gary Wills Special Issue: Intelligent Management of Cloud, IoT and Big Data Applications . . 623--624 Yehia Kotb and Ismaeel Al Ridhawi and Moayad Aloqaily and Thar Baker and Yaser Jararweh and Hissam Tawfik Cloud-Based Multi-Agent Cooperation for IoT Devices Using Workflow-Nets . . . . 625--650 Harun Baraki and Alexander Jahl and Stefan Jakob and Corvin Schwarzbach and Malte Fax and Kurt Geihs Optimizing Applications for Mobile Cloud Computing Through MOCCAA . . . . . . . . 651--676 Atakan Aral and Ivona Brandic and Rafael Brundo Uriarte and Rocco De Nicola and Vincenzo Scoca Addressing Application Latency Requirements through Edge Scheduling . . 677--698 Weiwei Lin and Gaofeng Peng and Xinran Bian and Siyao Xu and Victor Chang and Yin Li Scheduling Algorithms for Heterogeneous Cloud Environment: Main Resource Load Balancing Algorithm and Time Balancing Algorithm . . . . . . . . . . . . . . . 699--726 Eva-Maria Schomakers and Chantal Lidynia and Martina Ziefle A Typology of Online Privacy Personalities . . . . . . . . . . . . . 727--747 Danilo Oliveira and André Brinkmann and Nelson Rosa and Paulo Maciel Performability Evaluation and Optimization of Workflow Applications in Cloud Environments . . . . . . . . . . . 749--770 F. Salvadore and R. Ponzini LincoSim: a Web Based HPC--Cloud Platform for Automatic Virtual Towing Tank Analysis . . . . . . . . . . . . . 771--795 Bartlomiej Sniezynski and Piotr Nawrocki and Michal Wilk and Marcin Jarzab and Krzysztof Zielinski VM Reservation Plan Adaptation Using Machine Learning in Cloud Computing . . 797--812 József Kovács Supporting Programmable Autoscaling Rules for Containers and Virtual Machines on Clouds . . . . . . . . . . . 813--829 Ahsan Shah and Zahid Halim On Efficient Mining of Frequent Itemsets from Big Uncertain Databases . . . . . . 831--850
Mostafa Ghobaei-Arani and Alireza Souri and Ali A. Rahmanian Resource Management Approaches in Fog Computing: a Comprehensive Review . . . 1--42 Mahdi Abbasi and Ehsan Mohammadi Pasand and Mohammad R. Khosravi Workload Allocation in IoT-Fog-Cloud Architecture Using a Multi-Objective Genetic Algorithm . . . . . . . . . . . 43--56 Asad Javed and Jérémy Robert and Keijo Heljanko and Kary Främling IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications . . . . . . . . . . . . . . 57--80 Pablo Orviz Fernández and Mário David and Doina Cristina Duma and Elisabetta Ronchieri and Jorge Gomes and Davide Salomoni Software Quality Assurance in INDIGO--DataCloud Project: a Converging Evolution of Software Engineering Practices to Support European Research e-Infrastructures . . . . . . . . . . . 81--98 David P. Anderson BOINC: A Platform for Volunteer Computing . . . . . . . . . . . . . . . 99--122 Lingfu Kong and Jean Pepe Buanga Mapetu and Zhen Chen Heuristic Load Balancing Based Zero Imbalance Mechanism in Cloud Computing 123--148 Eduard Zharikov and Sergii Telenyk and Petro Bidyuk Adaptive Workload Forecasting in Cloud Data Centers . . . . . . . . . . . . . . 149--168 Tehseen Zia and Saad Razzaq Residual Recurrent Highway Networks for Learning Deep Sequence Prediction Models 169--176
Kaijian Xia and Tao Hu and Wen Si Research on Parallel Deep Learning for Heterogeneous Computing Architecture . . 177--179 Shan Zhong and Jack Tan and Husheng Dong and Xuemei Chen and Shengrong Gong and Zhenjiang Qian Modeling-Learning-Based Actor-Critic Algorithm with Gaussian Process Approximator . . . . . . . . . . . . . . 181--195 Tongguang Ni and Xiaoqing Gu and Cong Zhang and Weibo Wang and Yiqing Fan Multi-Task Deep Metric Learning with Boundary Discriminative Information for Cross-Age Face Verification . . . . . . 197--210 Pengjiang Qian and Ke Xu and Tingyu Wang and Qiankun Zheng and Huan Yang and Atallah Baydoun and Junqing Zhu and Bryan Traughber and Raymond F. Muzic, Jr. Estimating CT from MR Abdominal Images Using Novel Generative Adversarial Networks . . . . . . . . . . . . . . . . 211--226 Yan Hu Design and Implementation of Abnormal Behavior Detection Based on Deep Intelligent Analysis Algorithms in Massive Video Surveillance . . . . . . . 227--237 Weijia Lu Improved $K$-Means Clustering Algorithm for Big Data Mining under Hadoop Parallel Framework . . . . . . . . . . . 239--250 Jingzhen Yuan An Anomaly Data Mining Method for Mass Sensor Networks Using Improved PSO Algorithm Based on Spark Parallel Framework . . . . . . . . . . . . . . . 251--261 Dongliang Xia and Feifei Ning and Weina He Research on Parallel Adaptive Canopy-K-Means Clustering Algorithm for Big Data Mining Based on Cloud Platform 263--273 Yang Ping Load Balancing Algorithms for Big Data Flow Classification Based on Heterogeneous Computing in Software Definition Networks . . . . . . . . . . 275--291 Hamid Darabian and Sajad Homayounoot and Ali Dehghantanha and Sattar Hashemi and Hadis Karimipour and Reza M. Parizi and Kim-Kwang Raymond Choo Detecting Cryptomining Malware: a Deep Learning Approach for Static and Dynamic Analysis . . . . . . . . . . . . . . . . 293--303 Mahdi Abbasi and Mohammad R. Khosravi A Robust and Accurate Particle Filter-Based Pupil Detection Method for Big Datasets of Eye Video . . . . . . . 305--325
Mehdi Hosseinzadeh and Marwan Yassin Ghafour and Afsane Khoshnevis Multi-Objective Task and Workflow Scheduling Approaches in Cloud Computing: a Comprehensive Review . . . 327--356 Vishakha Singh and Indrajeet Gupta and Prasanta K. Jana An Energy Efficient Algorithm for Workflow Scheduling in IaaS Cloud . . . 357--376 Alemeh Matani and Hamid Reza Naji and Hassan Motallebi A Fault-Tolerant Workflow Scheduling Algorithm for Grid with Near-Optimal Redundancy . . . . . . . . . . . . . . . 377--394 Patrizio Dazzi and Matteo Mordacchini Scalable Decentralized Indexing and Querying of Multi-Streams in the Fog . . 395--418 S. Kirthica and I. Saravanan and Rajeswari Sridhar Enhancing the Cloud Inter-operation Toolkit (CIT) to Support Multiple Cloud Service Models . . . . . . . . . . . . . 419--439 Joonseok Park and Ungsoo Kim and Keunhyuk Yeom Approach for Selecting and Integrating Cloud Services to Construct Hybrid Cloud 441--469 Zeqian Meng and John Brooke and Rizos Sakellariou A Negotiation Protocol for Fine-Grained Accountable Resource Provisioning and Sharing in e-Science . . . . . . . . . . 471--490 Nam H. Do and Tien Van Do and Csaba Rotter Provisioning Input and Output Data Rates in Data Processing Frameworks . . . . . 491--506 M. Ghorbani and S. Swift and A. M. Payne Design of a Flexible, User Friendly Feature Matrix Generation System and its Application on Biomedical Datasets . . . 507--527 Damjan Temelkovski and Tamas Kiss and Pamela Greenwell Building Science Gateways for Analysing Molecular Docking Results Using a Generic Framework and Methodology . . . 529--546 Toqeer Ali and Yasar Khan and Sajid Anwar An Automated Permission Selection Framework for Android Platform . . . . . 547--561 Maria José Sousa and Álvaro Rocha Learning Analytics Measuring Impacts on Organisational Performance . . . . . . . 563--571
Yimin Lin Special Issue: Blockchain Theories and Applications . . . . . . . . . . . . . . 573--573 Elias Strehle and Fred Steinmetz Dominating OP Returns: The Impact of Omni and Veriblock on Bitcoin . . . . . 575--592 Kai Lei and Junjie Fang and Kuai Xu Blockchain-Based Cache Poisoning Security Protection and Privacy-Aware Access Control in NDN Vehicular Edge Computing Networks . . . . . . . . . . . 593--613 Ali Hassan Sodhro and Sandeep Pirbhulal and Luo Zongwei Towards Blockchain-Enabled Security Technique for Industrial Internet of Things Based Decentralized Applications 615--628 Gejun Le and Qifeng Gu and Jianping Fan AirCargoChain: A Distributed and Scalable Data Sharing Approach of Blockchain for Air Cargo . . . . . . . . 629--638 Ali Shakarami and Mostafa Ghobaei-Arani and Mehdi Hosseinzadeh A Survey on the Computation Offloading Approaches in Mobile Edge/Cloud Computing Environment: a Stochastic-based Perspective . . . . . . 639--671 Petar Kochovski and Vlado Stankovski and Seungwoo Kum Smart Contracts for Service-Level Agreements in Edge-to-Cloud Computing 673--690 Horácio Martins and Filipe Araujo and Paulo Rupino da Cunha Benchmarking Serverless Computing Platforms . . . . . . . . . . . . . . . 691--709 Bradley Wood and Brock Watling and Akramul Azim Remote Method Delegation: a Platform for Grid Computing . . . . . . . . . . . . . 711--725 Mohammad Masdari and Mehran Zangakani Green Cloud Computing Using Proactive Virtual Machine Placement: Challenges and Issues . . . . . . . . . . . . . . . 727--759 Gabriele Pierantoni and Tamas Kiss and Hai-Van Dang Describing and Processing Topology and Quality of Service Parameters of Applications in the Cloud . . . . . . . 761--778 Joanna Kosi\'nska and Krzysztof Zieli\'nski Autonomic Management Framework for Cloud-Native Applications . . . . . . . 779--796 Octavio Loyola-González and Miguel Angel Medina-Pérez and Kim-Kwang Raymond Choo A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges . . 797--845 Pooya Tavallali and Mehran Yazdi and Mohammad R. Khosravi A Systematic Training Procedure for Viola--Jones Face Detector in Heterogeneous Computing Architecture . . 847--862 Attiq Ur-Rehman and Iqbal Gondal and Alireza Jolfaei Vulnerability Modelling for Hybrid Industrial Control System Networks . . . 863--878 Mandana Farhang and Faramarz Safi-Esfahani Recognizing MapReduce Straggler Tasks in Big Data Infrastructures Using Artificial Neural Networks . . . . . . . 879--901
Hao Wei and Joaquin Salvachua Rodriguez and Octavio Nieto-Taladriz Garcia Deployment Management and Topology Discovery of Microservice Applications in the Multicloud Environment . . . . . ?? Eduardo Huedo and Rubén S. Montero and Ignacio M. Llorente Opportunistic Deployment of Distributed Edge Clouds for Latency-Critical Applications . . . . . . . . . . . . . . ?? Andrey Demichev and Alexander Kryukov and Nikolai Prikhod'ko Business Process Engineering for Data Storing and Processing in a Collaborative Distributed Environment Based on Provenance Metadata, Smart Contracts and Blockchain Technology . . ?? Miguel Caballer and Marica Antonacci and Germán Moltó Deployment of Elastic Virtual Hybrid Clusters Across Cloud Sites . . . . . . ?? Orazio Tomarchio and Domenico Calcaterra and Pietro Mazzaglia TORCH: a TOSCA-Based Orchestrator of Multi-Cloud Containerised Applications ?? Ghazal Zamani and Olivia Das Fault-Detection Managers: More May Not Be the Merrier . . . . . . . . . . . . . ?? Hamed Tabrizchi and Marjan Kuchaki Rafsanjani Energy Refining Balance with Ant Colony System for Cloud Placement Machines . . ?? Jie Xu and Jingyu Wang and Di Yang Effective Scheduler for Distributed DNN Training Based on MapReduce and GPU Cluster . . . . . . . . . . . . . . . . ?? Andre Bento and Jaime Correia and Jorge Cardoso Automated Analysis of Distributed Tracing: Challenges and Research Directions . . . . . . . . . . . . . . . ?? Jenn-Wei Lin and Joseph M. Arul and Jia-Ting Kao A Bottom-Up Tree Based Storage Approach for Efficient IoT Data Analytics in Cloud Systems . . . . . . . . . . . . . ?? Muhammad Sulaiman and Zahid Halim and Shanshan Tu An Evolutionary Computing-Based Efficient Hybrid Task Scheduling Approach for Heterogeneous Computing Environment . . . . . . . . . . . . . . ?? Wei Wei and Qi Wang and Yang Liu Highly Complex Resource Scheduling for Stochastic Demands in Heterogeneous Clouds . . . . . . . . . . . . . . . . . ?? Tarek Hagras and Asmaa Atef and Yousef B. Mahdy Greening Duplication-Based Dependent-Tasks Scheduling on Heterogeneous Large-Scale Computing Platforms . . . . . . . . . . . . . . . ??
Mehdi Hosseinzadeh and Mohammad Masdari and Sarkhel H. Taher Karim Improved Butterfly Optimization Algorithm for Data Placement and Scheduling in Edge Computing Environments . . . . . . . . . . . . . . ?? Kun Wang and Xiaofeng Wang and Xuan Liu A High Reliable Computing Offloading Strategy Using Deep Reinforcement Learning for IoVs in Edge Computing . . ?? Alireza Shirmarz and Ali Ghaffari Automatic Software Defined Network (SDN) Performance Management Using TOPSIS Decision-Making Algorithm . . . . . . . ?? Jianxi Wang and Liutao Wang A Computing Resource Allocation Optimization Strategy for Massive Internet of Health Things Devices Considering Privacy Protection in Cloud Edge Computing Environment . . . . . . . ?? Ali Shahidinejad and Fariba Farahbakhsh and Toni Anwar Context-Aware Multi-User Offloading in Mobile Edge Computing: a Federated Learning-Based Approach . . . . . . . . ?? Anurina Tarafdar and Mukta Debnath and Rajib K. Das Energy and Makespan Aware Scheduling of Deadline Sensitive Tasks in the Cloud Environment . . . . . . . . . . . . . . ?? Piotr Nawrocki and Patryk Osypanka Cloud Resource Demand Prediction using Machine Learning in the Context of QoS Parameters . . . . . . . . . . . . . . . ?? G. Annie Poornima Princess and A. S. Radhamani A Hybrid Meta-Heuristic for Optimal Load Balancing in Cloud Computing . . . . . . ?? Dong Liu and Longxi Chen and Zhiyong Wang and Guangqiang Diao Speech Expression Multimodal Emotion Recognition Based on Deep Belief Network ??
Reza Besharati and Mohammad Hossein Rezvani and Mohammad Mehdi Gilanian Sadeghi An Incentive-Compatible Offloading Mechanism in Fog-Cloud Environments Using Second-Price Sealed-Bid Auction ?? Álvaro Fernández Casaní and Juan M. Orduña and Santiago González de la Hoz A Reliable Large Distributed Object Store Based Platform for Collecting Event Metadata . . . . . . . . . . . . . ?? Vasiliy Chitanov and Michael Krieger and Roumen Kakanakov A Pilot Applied Physics Grid Computing Infrastructure for Developing Applications Predicting the Qualities of Industrial Coatings . . . . . . . . . . ?? Luca Foschini and Giuseppe Martuscelli and Michele Solimando Edge-enabled Mobile Crowdsensing to Support Effective Rewarding for Data Collection in Pandemic Events . . . . . ?? Ameni Hedhli and Haithem Mezni A Survey of Service Placement in Cloud Environments . . . . . . . . . . . . . . ?? Mehdi Hosseinzadeh and Mohammad Masdari and Sarkhel H. Taher Karim Correction to: Improved Butterfly Optimization Algorithm for Data Placement and Scheduling in Edge Computing Environments . . . . . . . . . ?? Indika Kumara and Paul Mundt and Georgios Meditskos SODALITE@RT: Orchestrating Applications on Cloud-Edge Infrastructures . . . . . ?? Xuezhu Li A Computing Offloading Resource Allocation Scheme Using Deep Reinforcement Learning in Mobile Edge Computing Systems . . . . . . . . . . . ?? Asif Muhammad and Muhammad Aleem \pkgBAN-Storm: a Bandwidth-Aware Scheduling Mechanism for Stream Jobs . . ?? Mohammed Islam Naas and Laurent Lemarchand and Jalil Boukhobza IoT Data Replication and Consistency Management in Fog Computing . . . . . . ?? André Pires and José Simão and Luís Veiga Distributed and Decentralized Orchestration of Containers on Edge Clouds . . . . . . . . . . . . . . . . . ?? Sebastián Risco and Germán Moltó and Ignacio Blanquer Serverless Workflows for Containerised Applications in the Cloud Continuum . . ?? Hajar Siar and Mohammad Izadi Offloading Coalition Formation for Scheduling Scientific Workflow Ensembles in Fog Environments . . . . . . . . . . ?? László Toka Ultra-Reliable and Low-Latency Computing in the Edge with Kubernetes . . . . . . ?? Francesco Tusa and Stuart Clayman The Impact of Encoding and Transport for Massive Real-time IoT Data on Edge Resource Consumption . . . . . . . . . . ?? Jixian Zhang and Ning Xie and Weidong Li Strategy-Proof Mechanism for Online Time-Varying Resource Allocation with Restart . . . . . . . . . . . . . . . . ?? Anqing Zhu and Youyun Wen Computing Offloading Strategy Using Improved Genetic Algorithm in Mobile Edge Computing System . . . . . . . . . ??
Lenita Ambrósio and Heitor Linhares and Rafael Capilla Enhancing the Reuse of Scientific Experiments for Agricultural Software Ecosystems . . . . . . . . . . . . . . . ?? Sounak Banerjee and Sarbani Roy and Sunirmal Khatua SLA-aware Stochastic Load Balancing in Dynamic Cloud Environment . . . . . . . ?? Antonio Brogi and Stefano Forti and Isaac Lera Declarative Application Management in the Fog . . . . . . . . . . . . . . . . ?? Mandeep Kaur and Rajni Aron FOCALB: Fog Computing Architecture of Load Balancing for Scientific Workflow Applications . . . . . . . . . . . . . . ?? Douglas B. Maciel and Emidio P. Neto and Silvio C. Sampaio Cloud-Network Slicing MANO Towards an Efficient IoT-Cloud Continuum . . . . . ?? Mahzad Mahdavisharif and Shahram Jamali and Reza Fotohi Big Data-Aware Intrusion Detection System in Communication Networks: a Deep Learning Approach . . . . . . . . . . . ?? Divya Pandove and Avleen Malhi A Correlation Based Recommendation System for Large Data Sets . . . . . . . ?? Aheli Saha and Yu-Dong Zhang and Suresh Chandra Satapathy Brain Tumour Segmentation with a Muti-Pathway ResNet Based UNet . . . . . ?? Luis E. Sepúlveda-Rodríguez and José Luis Garrido and Gabriel Guerrero-Contreras Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach . . . . . . . . . . . . . . . . ?? Amjad Ullah and Huseyin Dagdeviren and James Bowden \pkgMiCADO-Edge: Towards an Application-level Orchestrator for the Cloud-to-Edge Computing Continuum . . . ??
Kalka Dubey and S. C. Sharma and Mohit Kumar A Secure IoT Applications Allocation Framework for Integrated Fog-Cloud Environment . . . . . . . . . . . . . . ?? Mohamed Hedi Fourati and Soumaya Marzouk and Mohamed Jmaiel EPMA: Elastic Platform for Microservices-based Applications: Towards Optimal Resource Elasticity . . ?? Dinesh Kumar and Gaurav Baranwal and Deo Prakash Vidyarthi A Survey on Auction based Approaches for Resource Allocation and Pricing in Emerging Edge Technologies . . . . . . . ?? Wan Shi Low and Chow Khuen Chan and Khin Wee Lai A Review of Machine Learning Network in Human Motion Biomechanics . . . . . . . ?? Armando Ruggeri and Antonio Celesti and Massimo Villari An Innovative Blockchain-Based Orchestrator for Osmotic Computing . . . ?? Shui-Hua Wang and Suresh Chandra Satapathy and Yu-Dong Zhang Secondary Pulmonary Tuberculosis Identification Via pseudo-Zernike Moment and Deep Stacked Sparse Autoencoder . . ??
Mustafa M. Al-Sayed Workload Time Series Cumulative Prediction Mechanism for Cloud Resources Using Neural Machine Translation Technique . . . . . . . . . . . . . . . ?? Zohreh Esmaeili Bidhendi and Ehsan Mousavi Khaneghah ExaFlooding RD: a Mathematical Model to Support Unstructured Resource Discovery in Distributed Exascale Computing Environments . . . . . . . . . . . . . . ?? RuiZhong Du and Cui Liu and ZiYuan Wang Collaborative Cloud-Edge-End Task Offloading in NOMA-Enabled Mobile Edge Computing Using Deep Learning . . . . . ?? Leila Helali and Mohamed Nazih Omri Software License Consolidation and Resource Optimization in Container-based Virtualized Data Centers . . . . . . . . ?? Abdul Rahman Hummaida and Norman W. Paton and Rizos Sakellariou Scalable Virtual Machine Migration using Reinforcement Learning . . . . . . . . . ?? Yaqin Liu and Chubo Liu and Keqin Li Mobility-Aware and Code-Oriented Partitioning Computation Offloading in Multi-Access Edge Computing . . . . . . ?? Kanika Saini and Sheetal Kalra and Sandeep K. Sood An Integrated Framework for Smart Earthquake Prediction: IoT, Fog, and Cloud Computing . . . . . . . . . . . . ?? Ehtesham Zahoor and Asim Ikram and Olivier Perrin A Formal Approach for the Identification of Authorization Policy Conflicts within Multi-Cloud Environments . . . . . . . . ?? Defu Zhao and Qunying Zou and Milad Boshkani Zadeh A QoS-Aware IoT Service Placement Mechanism in Fog Computing Based on Open-Source Development Model . . . . . ??
Abhinav Kumar and Jyoti Prakash Singh and Amit Kumar Singh Randomized Convolutional Neural Network Architecture for Eyewitness Tweet Identification During Disaster . . . . . ?? Jingzhi Tu and Gang Mei and Francesco Piccialli An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Vehicles . . ??
Samaneh Esmaili and Kamran Kianfar Grid Scheduling Considering Energy Consumption Management and Quality of Service . . . . . . . . . . . . . . . . ?? Qianjin Ying and Yulei Yu and Changzhen Hu CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning . . . . . . . . . . . ?? Xiaobin Hong and Jiali Zhang and Yeganeh Alizadeh An Autonomous Evolutionary Approach to Planning the IoT Services Placement in the Cloud--Fog--IoT Ecosystem . . . . . ?? Quazi Warisha Ahmed and Shruti Garg Double Diagonal Puzzle Encryption Standard-512 for Securing Data over Cloud Environment . . . . . . . . . . . ?? Ping Tian and Huitao Shen and Ahad Abolfathi Towards Efficient Ensemble Hierarchical Clustering with MapReduce-based Clusters Clustering Technique and the Innovative Similarity Criterion . . . . . . . . . . ??
Pijush Kanti Dutta Pramanik and Tarun Biswas and Prasenjit Choudhury Multicriteria-based Resource-Aware Scheduling in Mobile Crowd Computing: a Heuristic Approach . . . . . . . . . . . ?? Ali Al-Haboobi and Gabor Kecskemeti Developing a Workflow Management System Simulation for Capturing Internal IaaS Behavioural Knowledge . . . . . . . . . ?? Faeze Ramezani and Saeid Abrishami and Mehdi Feizi A Market-based Framework for Resource Management in Cloud Federation . . . . . ?? Victor Chang and Jagpreet Sidhu and Sarbjeet Singh and Rajinder Sandhu SLA-based Multi-dimensional Trust Model for Fog Computing Environments . . . . . ?? Eva Patel and Dharmender Singh Kushwaha An Integrated Deep Learning Prediction Approach for Efficient Modelling of Host Load Patterns in Cloud Computing . . . . ?? Piotr Nawrocki and Patryk Osypanka and Beata Posluszny Data-Driven Adaptive Prediction of Cloud Resource Usage . . . . . . . . . . . . . ?? KaiLun Eng and Abdullah Muhammed and Azizol Abdullah and Masnida Hussin and Sazlinah Hasan and Mohamad Afendee Mohamed An Estimation-Based Dynamic Load Balancing Algorithm for Efficient Load Distribution and Balancing in Heterogeneous Grid Computing Environment ?? Stanley Lima and Filipe Araujo and Miguel de Oliveira Guerreiro and Jaime Correia and Andre Bento and Raul Barbosa Efficient Causal Access in Geo-Replicated Storage Systems . . . . . ?? Vincenzo Eduardo Padulano and Ivan Donchev Kabadzhov and Enric Tejedor Saavedra and Enrico Guiraud and Pedro Alonso-Jordá Leveraging State-of-the-Art Engines for Large-Scale Data Analysis in High Energy Physics . . . . . . . . . . . . . . . . ?? Anurina Tarafdar and Soumi Sarkar and Rajib K. Das and Sunirmal Khatua Power Modeling for Energy-Efficient Resource Management in a Cloud Data Center . . . . . . . . . . . . . . . . . ?? Xinjian Long and Xiangyang Gong and Bo Zhang and Huiyang Zhou An Intelligent Framework for Oversubscription Management in CPU--GPU Unified Memory . . . . . . . . . . . . . ?? Reyhaneh Noorabad and Nasrollah Moghadam Charkari and Sadegh Dorri Nogoorani PoMic: Dynamic Power Management of VM-Microservices in Overcommitted Cloud ?? Na Li and XiaoLing Liu and Yu Wang and Musa Mojarad Improving Dynamic Placement of Virtual Machines in Cloud Data Centers Based on Open-Source Development Model Algorithm ?? Yifeng Zheng and Lushan Zou and Wenjie Zhang and Jingmin Yang and Liwei Yang and Ziqiong Lin Contract-based Cooperative Computation and Communication Resources Sharing in Mobile Edge Computing . . . . . . . . . ?? Xiaofeng Shan and Chishe Wang and Dongqin Zhou Interfering Spatiotemporal Features and Causes of Bus Bunching using Empirical GPS Trajectory Data . . . . . . . . . . ?? Jinfeng Dou and Fangzheng Yuan and Jiabao Cao and Xuejia Meng and Xiaoguang Ma and Zhongwen Guo Placement Combination between Heterogeneous Services and Heterogeneous Capacitated Servers in Edge Computing ?? Limin Tao and Xikun Liang and Zhijing Wu and Lidong Han and Jiangping Zhu Plaintext Related Optical Image Hybrid Encryption Based on Fractional Fourier Transform and Generalized Chaos of Multiple Controlling Parameters . . . . ??
Wilton Jaciel Loch and Guilherme Piêgas Koslovski \pkgSparbit: Towards to a Logarithmic-Cost and Data Locality-Aware MPI Allgather Algorithm . . . . . . . . ?? Haibo Yi Machine Learning Method with Applications in Hardware Security of Post-Quantum Cryptography . . . . . . . ?? Wilmer Moina-Rivera and Miguel Garcia-Pineda and Jose M. Claver and Juan Gutiérrez-Aguado Event-Driven Serverless Pipelines for Video Coding and Quality Metrics . . . . ?? Khalid M. Hosny and Ahmed I. Awad and Marwa M. Khashaba and Ehab R. Mohamed New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing . . . . . . . . . . . . . . . ?? Jimmy Ming-Tai Wu and Huiying Zhou and Jerry Chun-Wei Lin and Gautam Srivastava and Mohamed Baza Mining Skyline Patterns from Big Data Environments based on a Spark Framework ?? Faeze Azimi Chetabi and Mehrdad Ashtiani and Ehsan Saeedizade A Package-Aware Approach for Function Scheduling in Serverless Computing Environments . . . . . . . . . . . . . . ?? Yibo Han and Pu Han and Bo Yuan and Zheng Zhang and Lu Liu and John Panneerselvam Design and Application of Vague Set Theory and Adaptive Grid Particle Swarm Optimization Algorithm in Resource Scheduling Optimization . . . . . . . . ?? Mingye Li and Haiwei Lei and Huan Guo and Riza Sulaiman and Wejdan Deebani and Meshal Shutaywi Efficient Data Offloading Using Markovian Decision on State Reward Action in Edge Computing . . . . . . . . ?? Liqiong Chen and Yingda Liu and Yijun Lu and Huaiying Sun Energy-Aware and Mobility-Driven Computation Offloading in MEC . . . . . ?? Xiang Ma and Laila Almutairi and Ahmed M. Alwakeel and Mohammed Hameed Alhameed Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network . . . . . . . . . . . . ?? Mantosh Kumar and Kumari Namrata and Nishant Kumar and Gaurav Saini Solar Irradiance Prediction Using an Optimized Data Driven Machine Learning Models . . . . . . . . . . . . . . . . . ?? Xiling Liu and Shuisheng Zhou Quality-related Fault Detection Based on Approximate Kernel Partial Least Squares Method . . . . . . . . . . . . . . . . . ?? Zhechao Wang and Qiming Fu and Jianping Chen and Yunzhe Wang and You Lu and Hongjie Wu Reinforcement Learning in Few-Shot Scenarios: a Survey . . . . . . . . . . ?? Qianxue Hu and Xiaofei Wu and Shoubin Dong A Two-Stage Multi-Objective Task Scheduling Framework Based on Invasive Tumor Growth Optimization Algorithm for Cloud Computing . . . . . . . . . . . . ?? Changyuan Sun and Jingjing Li and Riza Sulaiman and Badr S. Alotaibi and Samia Elattar and Mohammed Abuhussain Air Quality Prediction and Multi-Task Offloading based on Deep Learning Methods in Edge Computing . . . . . . . ??
Hongjian Li and Lisha Zhu and Shuaicheng Wang and Lei Wang Cost-Aware Scheduling and Data Skew Alleviation for Big Data Processing in Heterogeneous Cloud Environment . . . . ?? Vojdan Kjorveziroski and Sonja Filiposka WebAssembly as an Enabler for Next Generation Serverless Computing . . . . ?? Ajay Chaudhary and Sateesh K Peddoju and Vikas Chouhan Secure Authentication and Reliable Cloud Storage Scheme for IoT--Edge-Cloud Integration . . . . . . . . . . . . . . ?? Hailin Yang and Yanhong Huang and Jianqi Shi and Yang Yang A Federated Framework for Edge Computing Devices with Collaborative Fairness and Adversarial Robustness . . . . . . . . . ?? YanRu Dong and Ahmed M. Alwakeel and Mohammed M. Alwakeel and Lubna A. Alharbi and Sara A Althubiti A Heuristic Deep Q Learning for Offloading in Edge Devices in 5~g Networks . . . . . . . . . . . . . . . . ?? Kun Xu and Jichang Guo A Novel Edge-Inspired Depth Quality Evaluation Network for RGB-D Salient Object Detection . . . . . . . . . . . . ?? Kamil Rybi\'nski and Micha\l \'Smia\lek and Agris Sostaks and Krzysztof Marek and Rados\law Roszczyk and Marek Wdowiak Visual Low-Code Language for Orchestrating Large-Scale Distributed Computing . . . . . . . . . . . . . . . ?? Bahareh Taghavi and Behrooz Zolfaghari and Saeid Abrishami A Cost-Efficient Workflow as a Service Broker Using On-demand and Spot Instances . . . . . . . . . . . . . . . ?? Zhao Tong and Bilan Liu and Jing Mei and Jiake Wang and Xin Peng and Keqin Li Data Security Aware and Effective Task Offloading Strategy in Mobile Edge Computing . . . . . . . . . . . . . . . ?? Tommaso Tedeschi and Marco Baioletti and Diego Ciangottini and Valentina Poggioni and Daniele Spiga and Loriano Storchi and Mirco Tracolli Smart Caching in a Data Lake for High Energy Physics Analysis . . . . . . . . ?? Garrett Brenner and Mohamed Baza and Amar Rasheed and Wassila Lalouani and Mahmoud Badr and Hani Alshahrani DPark: Decentralized Smart Private-Parking System using Blockchains ?? Joanna Kosi\'nska and Krzysztof Zieli\'nski Enhancement of Cloud-native applications with Autonomic Features . . . . . . . . ?? K. Raju and N. Ramshankar and J. Anvar Shathik and R. Lavanya Blockchain Assisted Cloud Security and Privacy Preservation using Hybridized Encryption and Deep Learning Mechanism in IoT--Healthcare Application . . . . . ?? Abdullah Alelyani and Amitava Datta and Ghulam Mubashar Hassan DAScheduler: Dependency-Aware Scheduling Algorithm for Containerized Dependent Jobs . . . . . . . . . . . . . . . . . . ?? Divya Kshatriya and Vijayalakshmi A. Lepakshi An Efficient Hybrid Scheduling Framework for Optimal Workload Execution in Federated Clouds to Maintain Performance SLAs . . . . . . . . . . . . . . . . . . ??
Syed Muhammad Ali Naqvi and Mohammad Shabaz and Muhammad Attique Khan and Syeda Iqra Hassan Adversarial Attacks on Visual Objects Using the Fast Gradient Sign Method . . ?? Dacheng Chen and Xinhua Liu Mayfly Taylor Optimization-Based Graph Attention Network for Task Scheduling in Edge Computing . . . . . . . . . . . . . ?? Bei Cheng Multi-Population Cooperative Elite Algorithm for Efficient Computation Offloading in Mobile Edge Computing . . ?? Madala Guru Brahmam and Vijay Anand R ICSMPC: Design of an Iterative-Learning Contextual Side Chaining Model for Improving Security of Priority-Aware Cloud Resources . . . . . . . . . . . . ?? Tianye Luo and Shijun Li and Ji Li and Jie Guo and Ruilong Feng and Ye Mu and Tianli Hu and Yu Sun and Ying Guo and He Gong Image Fuzzy Edge Information Segmentation Based on Computer Vision and Machine Learning . . . . . . . . . . ?? Jehad Ali and Gaoyang Shan and Noor Gul and Byeong-hee Roh An Intelligent Blockchain-based Secure Link Failure Recovery Framework for Software-defined Internet-of-Things . . ?? ZhangRong Liu A Multi-joint Optimisation Method for Distributed Edge Computing Resources in IoT-Based Smart Cities . . . . . . . . . ?? Xiangming Zhou and Laila Almutairi and Theyab R. Alsenani and Mohammad Nazir Ahmad Honeypot Based Industrial Threat Detection Using Game Theory in Cyber--Physical System . . . . . . . . . ?? Jiazhong Lu and Jin Lan and Yuanyuan Huang and Maojia Song and Xiaolei Liu Anti-Attack Intrusion Detection Model Based on MPNN and Traffic Spatiotemporal Characteristics . . . . . . . . . . . . ?? Oumaima Ghandour and Said El Kafhali and Mohamed Hanini Computing Resources Scalability Performance Analysis in Cloud Computing Data Center . . . . . . . . . . . . . . ?? Li Yang and Xiong Xiao and Xuedong Zhang and Zhechang Hu and Zhuo Tang A Real-Time Partition Generation Mechanism for Data Skew Mitigation in Spark Computing Environment . . . . . . ?? Muhammed Golec and Sukhpal Singh Gill and Mustafa Golec and Minxian Xu and Soumya K. Ghosh and Salil S. Kanhere and Omer Rana and Steve Uhlig BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications . . . . . . . . ?? Salman Azeez Syed and Deepak Kumar Sharma and Gautam Srivastava Modeling Distributed and Configurable Hierarchical Blockchain over SDN and Fog-Based Networks for Large-Scale Internet of Things . . . . . . . . . . . ?? Hamid Nasiri and Armin Darjani and Nima Kavand and Maziar Goudarzi H-Storm: a Hybrid CPU--FPGA Architecture to Accelerate Apache Storm . . . . . . . ?? Lingbin Meng and Daofeng Li Novel Edge Computing-Based Privacy-Preserving Approach for Smart Healthcare Systems in the Internet of Medical Things . . . . . . . . . . . . . ?? Md. Mobin Akhtar and Abdallah Saleh Ali Shatat and Mukhtar Al-Hashimi and Abu Sarwar Zamani and Mohammed Rizwanullah and Sara Saadeldeen Ibrahim Mohamed and Rashid Ayub MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data . . . ?? Hong Zhou A Novel Approach to Cloud Resource Management: Hybrid Machine Learning and Task Scheduling . . . . . . . . . . . . ?? Charu Awasthi and Prashant Kumar Mishra and Pawan Kumar Pal and Surbhi Bhatia Khan and Ambuj Kumar Agarwal and Thippa Reddy Gadekallu and Areej A. Malibari Preservation of Sensitive Data Using Multi-Level Blockchain-based Secured Framework for Edge Network Devices . . . ?? Jizhou Li and Qi Wang and Shuai Hu and Ling Li Hybrid Immune Whale Differential Evolution Optimization (HIWDEO) Based Computation Offloading in MEC for IoT ?? Shuangshuang Zhang and Yue Tang and Dinghui Wang and Noorliza Karia and Chenguang Wang Secured SDN Based Task Scheduling in Edge Computing for Smart City Health Monitoring Operation Management System ?? Yuting Zhong and Zesheng Qin and Abdulmajeed Alqhatani and Ahmed Sayed M. Metwally and Ashit Kumar Dutta and Joel J. P. C. Rodrigues Sustainable Environmental Design Using Green IOT with Hybrid Deep Learning and Building Algorithm for Smart City . . . ?? Matineh ZargarAzad and Mehrdad Ashtiani An Auto-Scaling Approach for Microservices in Cloud Computing Environments . . . . . . . . . . . . . . ?? Mohammad Aknan and Maheshwari Prasad Singh and Rajeev Arya AI and Blockchain Assisted Framework for Offloading and Resource Allocation in Fog Computing . . . . . . . . . . . . . ?? Longxin Zhang and Minghui Ai and Runti Tan and Junfeng Man and Xiaojun Deng and Keqin Li Efficient Prediction of Makespan Matrix Workflow Scheduling Algorithm for Heterogeneous Cloud Environments . . . . ?? Caijun Cheng and Huazhen Huang Smart Financial Investor's Risk Prediction System Using Mobile Edge Computing . . . . . . . . . . . . . . . ?? Yanjia Tian and Yan Dong and Xiang Feng Deep Learning-Based Multi-Domain Framework for End-to-End Services in 5G Networks . . . . . . . . . . . . . . . . ?? Xiaohu Gao and Mei Choo Ang and Sara A. Althubiti Deep Reinforcement Learning and Markov Decision Problem for Task Offloading in Mobile Edge Computing . . . . . . . . . ?? Deepak Sharma and Rajeev Kumar and Ki-Hyun Jung A Bibliometric Analysis of Convergence of Artificial Intelligence and Blockchain for Edge of Things . . . . . ?? Andre Bento and Filipe Araujo and Raul Barbosa Cost-Availability Aware Scaling: Towards Optimal Scaling of Cloud Services . . . ?? Hulin Jin and Zhiran Jin and Yong-Guk Kim and Chunyang Fan Integration of a Lightweight Customized 2D CNN Model to an Edge Computing System for Real-Time Multiple Gesture Recognition . . . . . . . . . . . . . . ?? Yang-Yang Liu and Ying Zhang and Yue Wu and Man Feng Healthcare and Fitness Services: a Comprehensive Assessment of Blockchain, IoT, and Edge Computing in Smart Cities ??
Yuliang Gai and Yuxin Liu and Minghao Li and Shengcheng Yang Markovian with Federated Deep Recurrent Neural Network for Edge--IoMT to Improve Healthcare in Smart Cities . . . . . . . ?? Yu Song and Xin He and Xiwang Tang and Bo Yin and Jie Du and Jiali Liu and Zhongbao Zhao and Shigang Geng DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies . . . . ?? Sheng Chai and Lantian Guo Edge Computing with Fog-cloud for Heart Data Processing using Particle Swarm Optimized Deep Learning Technique . . . ?? Ming Zhang Development of Analytical Offloading for Innovative Internet of Vehicles Based on Mobile Edge Computing . . . . . . . . . ?? Xi Zhen and Li Zhen Accounting Information Systems and Strategic Performance: The Interplay of Digital Technology and Edge Computing Devices . . . . . . . . . . . . . . . . ?? Katerina Mitropoulou and Panagiotis Kokkinos and Polyzois Soumplis and Emmanouel Varvarigos Anomaly Detection in Cloud Computing using Knowledge Graph Embedding and Machine Learning Mechanisms . . . . . . ?? Yibo Han and Pu Han and Bo Yuan and Zheng Zhang and Lu Liu and John Panneerselvam Novel Transformation Deep Learning Model for Electrocardiogram Classification and Arrhythmia Detection using Edge Computing . . . . . . . . . . . . . . . ?? XuanWen and Hai Meng Sun Parking Cooperation-Based Mobile Edge Computing Using Task Offloading Strategy ?? Huayi Yin and Xindong Huang and Erzhong Cao A Cloud--Edge-Based Multi-Objective Task Scheduling Approach for Smart Manufacturing Lines . . . . . . . . . . ?? Bingtao Liu Hybrid Fuzzy Neural Network for Joint Task Offloading in the Internet of Vehicles . . . . . . . . . . . . . . . . ?? Aida A. Nasr CMSV: a New Cloud Multi-Agents for Self-Driving Vehicles as a Services . . ?? Xiaofeng Yang Optimizing Accounting Informatization through Simultaneous Multi-Tasking across Edge and Cloud Devices using Hybrid Machine Learning Models . . . . . ?? Avishek Sinha and Samayveer Singh and Harsh K. Verma AI-Driven Task Scheduling Strategy with Blockchain Integration for Edge Computing . . . . . . . . . . . . . . . ?? Xuemei Li and Xuelian Liu and Da Xie and Chong Chen 3D Lidar Target Detection Method at the Edge for the Cloud Continuum . . . . . . ?? Xiedong Song and Qinmin Ma Intrusion Detection using Federated Attention Neural Network for Edge Enabled Internet of Things . . . . . . . ?? Y. P. Tsang and C. K. M. Lee and Kening Zhang and C. H. Wu and W. H. Ip On-Chain and Off-Chain Data Management for Blockchain--Internet of Things: a Multi-Agent Deep Reinforcement Learning Approach . . . . . . . . . . . . . . . . ?? Joaquín Entrialgo and Manuel García and Javier García and José María López and José Luis Díaz Joint Autoscaling of Containers and Virtual Machines for Cost Optimization in Container Clusters . . . . . . . . . ?? Ziyang Zhang and Keyu Gu and Zijie Xu DRL-based Task and Computational Offloading for Internet of Vehicles in Decentralized Computing . . . . . . . . ?? K Johny Elma and Praveena Rachel Kamala S and Saraswathi T Hybridized Black Widow--Honey Badger Optimization: Swarm Intelligence Strategy for Node Localization Scheme in WSN . . . . . . . . . . . . . . . . . . ?? Daidi Hu Automated Pallet Racking Examination in Edge Platform Based on MobileNetV2: Towards Smart Manufacturing . . . . . . ?? Xinyu Zhang and Zhigang Hu and Yang Liang and Hui Xiao and Aikun Xu and Meiguang Zheng and Chuan Sun A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration ?? Wenxia Ye E-Commerce Logistics and Supply Chain Network Optimization for Cross-Border ?? Shanvendra Rai and Rituparna Paul and Subhasish Banerjee and Preetisudha Meher and Gulab Sah A Combined Approach of PUF and Physiological Data for Mutual Authentication and Key Agreement in WMSN ?? Sanchika Abhay Bajpai and Archana B. Patankar Marine Goal Optimizer Tuned Deep BiLSTM-Based Self-Configuring Intrusion Detection in Cloud . . . . . . . . . . . ?? Mengqi Wang and Jiayuan Mao and Wei Zhao and Xinya Han and Mengya Li and Chuanjun Liao and Haomiao Sun and Kexin Wang Smart City Transportation: a VANET Edge Computing Model to Minimize Latency and Delay Utilizing 5G Network . . . . . . . ?? Jianjia Liu and Xin Yang and Tiannan Liao and Yong Hang An IoT-based Covid-19 Healthcare Monitoring and Prediction Using Deep Learning Methods . . . . . . . . . . . . ?? Sheng Chai and Jimmy Huang Dependent Task Scheduling Using Parallel Deep Neural Networks in Mobile Edge Computing . . . . . . . . . . . . . . . ?? Jie Zhao and Ahmed M. El-Sherbeeny Joint Task Offloading and Multi-Task Offloading Based on NOMA Enhanced Internet of Vehicles in Edge Computing ?? Xucheng Wan Dynamic Resource Management in MEC Powered by Edge Intelligence for Smart City Internet of Things . . . . . . . . ?? Kemeng Wang and Shurui Kong and Xuezheng Chen and Min Zhao Edge Computing Empowered Smart Healthcare: Monitoring and Diagnosis with Deep Learning Methods . . . . . . . ?? Naveen Chauhan and Rajeev Agrawal A Probabilistic Deadline-aware Application Offloading in a Multi-Queueing Fog System: a Max Entropy Framework . . . . . . . . . . . . . . . ?? Hao Tian and Ruiheng Li and Yi Di and Qiankun Zuo and Jinpeng Wang Employing RNN and Petri Nets to Secure Edge Computing Threats in Smart Cities ?? Amir Javadpour and Arun Kumar Sangaiah and Weizhe Zhang and Ankit Vidyarthi and HamidReza Ahmadi Decentralized AI-Based Task Distribution on Blockchain for Cloud Industrial Internet of Things . . . . . . . . . . . ?? Hulin Jin and Yong-Guk Kim and Zhiran Jin and Chunyang Fan and Yonglong Xu Joint Task Offloading Based on Distributed Deep Reinforcement Learning-Based Genetic Optimization Algorithm for Internet of Vehicles . . . ?? Hao Guo and Weidong Li Dynamic Multi-Resource Fair Allocation with Elastic Demands . . . . . . . . . . ?? Yanli Xing Work Scheduling in Cloud Network Based on Deep Q-LSTM Models for Efficient Resource Utilization . . . . . . . . . . ?? Haotian Pang and Zhanwei Wang Dueling Double Deep Q Network Strategy in MEC for Smart Internet of Vehicles Edge Computing Networks . . . . . . . . ?? Shangshang Wang and Yuqin Jing and Kezhu Wang and Xue Wang Multi-Agent Systems for Collaborative Inference Based on Deep Policy Q-Inference Network . . . . . . . . . . ?? Hongjian Li and Wei Luo and Wenbin Xie and Huaqing Ye and Xiaolin Duan Adaptive Scheduling Framework of Streaming Applications based on Resource Demand Prediction with Hybrid Algorithms ?? Kamalesh Karmakar and Anurina Tarafdar and Rajib K. Das and Sunirmal Khatua Cost-efficient Workflow as a Service using Containers . . . . . . . . . . . . ?? Shujie Qiu Improving Performance of Smart Education Systems by Integrating Machine Learning on Edge Devices and Cloud in Educational Institutions . . . . . . . . . . . . . . ??
Bo Xu and Jialu Guo and Fangling Ma and Menglan Hu and Wei Liu and Kai Peng On the Joint Design of Microservice Deployment and Routing in Cloud Data Centers . . . . . . . . . . . . . . . . ?? Tao Hai and Muammer Aksoy and Celestine Iwendi and Ebuka Ibeke and Senthilkumar Mohan CIA Security for Internet of Vehicles and Blockchain--AI Integration . . . . . ?? Neha Kaushik and Harish Kumar and Vinay Raj Micro Frontend Based Performance Improvement and Prediction for Microservices Using Machine Learning . . ?? Yu Chen and Yilun Qiu and Zhenyu Tang and Shuling Long and Lingfeng Zhao and Zhong Tang Exploring the Synergy of Blockchain, IoT, and Edge Computing in Smart Traffic Management across Urban Landscapes . . . ?? Wiktor Sus and Piotr Nawrocki Signature-based Adaptive Cloud Resource Usage Prediction Using Machine Learning and Anomaly Detection . . . . . . . . . ?? Qiang Fu and Tao Yang Enhancing Service Offloading for Dense Networks Based on Optimal Stopping Theory in Virtual Mobile Edge Computing ?? Mouhamed Gaith Ayadi and Haithem Mezni Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse . . . . . . . . . ?? Saeed Kosari and Mirsaeid Hosseini Shirvani and Navid Khaledian and Danial Javaheri A Hybrid Discrete Grey Wolf Optimization Algorithm Imbalance-ness Aware for Solving Two-dimensional Bin-packing Problems . . . . . . . . . . . . . . . . ?? Mouhamed Gaith Ayadi and Haithem Mezni Correction: Enabling Configurable Workflows in Smart Environments with Knowledge-based Process Fragment Reuse ?? Yuan Sun and Chen Zhang and Tao Huang Joint Task Dispatching and Bandwidth Allocation with Hard Deadlines in Distributed Serverless Edge Computing Systems . . . . . . . . . . . . . . . . ?? Zhe Yang and Zitong Ma and Wenbo Zhao and Lingzhi Li and Fei Gu HRNN: Hypergraph Recurrent Neural Network for Network Intrusion Detection ?? Jiong Chen and Abdullah Alshammari and Mohammed Alonazi and Aisha M. Alqahtani and Sara A. Althubiti and Romi Fadillah Rahmat Deep Learning Based Entropy Controlled Optimization for the Detection of Covid-19 . . . . . . . . . . . . . . . . ?? Guangyu Xu and Mingde Xu An Effective Prediction of Resource Using Machine Learning in Edge Environments for the Smart Healthcare Industry . . . . . . . . . . . . . . . . ?? Zeinab Bakhshi and Guillermo Rodriguez-Navas and Hans Hansson and Radu Prodan Evaluation of Storage Placement in Computing Continuum for a Robotic Application . . . . . . . . . . . . . . ?? Saihong Li and Yingying Ma and Yusha Zhang and Yinghui Xie Towards Enhanced Energy Aware Resource Optimization for Edge Devices Through Multi-cluster Communication Systems . . ??
Zaki Brahmi and Rihab Derouiche EQGSA-DPW: a Quantum-GSA Algorithm-Based Data Placement for Scientific Workflow in Cloud Computing Environment . . . . . ?? Reza Rabieyan and Ramin Yahyapour and Patrick Jahnke Optimizing Resource Consumption and Reducing Power Usage in Data Centers, A Novel Mathematical VM Replacement Model and Efficient Algorithm . . . . . . . . ?? Zheyu Zhou and Qi Wang and Jizhou Li and Ziyuan Li Resource Allocation Using Deep Deterministic Policy Gradient-Based Federated Learning for Multi-Access Edge Computing . . . . . . . . . . . . . . . ?? Keqin Li Energy-Constrained DAG Scheduling on Edge and Cloud Servers with Overlapped Communication and Computation . . . . . ?? Abhikriti Narwal Resource Utilization Based on Hybrid WOA--LOA Optimization with Credit Based Resource Aware Load Balancing and Scheduling Algorithm for Cloud Computing ?? Robert Nica and Stefan Götz and Germán Moltó CMK: Enhancing Resource Usage Monitoring across Diverse Bioinformatics Workflow Management Systems . . . . . . . . . . . ?? Mohammad Amin Rayej and Hajar Siar and Ahmadreza Hamzei and Mohammad Sadegh Majidi Yazdi and Parsa Mohammadian and Mohammad Izadi WIDESim: a Toolkit for Simulating Resource Management Techniques Of Scientific Workflows in Distributed Environments with Graph Topology . . . . ?? Ramin Habibzadeh Sharif and Mohammad Masdari and Ali Ghaffari and Farhad Soleimanian Gharehchopogh A Quasi-Oppositional Learning-based Fox Optimizer for QoS-aware Web Service Composition in Mobile Edge Computing . . ?? Vasiliki Liagkou and George Fragiadakis and Evangelia Filiopoulou and Christos Michalakelis and Anargyros Tsadimas and Mara Nikolaidou Assessing the Complexity of Cloud Pricing Policies: a Comparative Market Analysis . . . . . . . . . . . . . . . . ??