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BibTeX entry
@Article{Chandra:1994:SPM,
author = "Rohit Chandra and Scott Devine and Ben Verghese and
Anoop Gupta and Mendel Rosenblum",
title = "Scheduling and page migration for multiprocessor
compute servers",
journal = j-SIGPLAN,
volume = "29",
number = "11",
pages = "12--24",
month = nov,
year = "1994",
CODEN = "SINODQ",
ISSN = "0362-1340 (print), 1523-2867 (print), 1558-1160 (electronic)",
ISSN-L = "0362-1340",
bibdate = "Sun Dec 14 09:16:57 MST 2003",
bibsource = "http://portal.acm.org/; http://www.acm.org/pubs/toc/",
URL = "http://www.acm.org:80/pubs/citations/proceedings/asplos/195473/p12-chandra/",
abstract = "Several cache-coherent shared-memory multiprocessors
have been developed that are scalable and offer a very
tight coupling between the processing resources. They
are therefore quite attractive for use as compute
servers for multiprogramming and parallel application
workloads. Process scheduling and memory management,
however, remain challenging due to the distributed main
memory found on such machines. This paper examines the
effects of OS scheduling and page migration policies on
the performance of such compute servers. Our
experiments are done on the Stanford DASH, a
distributed-memory cache-coherent multiprocessor. We
show that for our multiprogramming workloads consisting
of sequential jobs, the traditional Unix scheduling
policy does very poorly. In contrast, a policy
incorporating cluster and cache affinity along with a
simple page-migration algorithm offers up to two-fold
performance improvement. For our workloads consisting
of multiple parallel applications, we compare
space-sharing policies that divide the processors among
the applications to time-slicing policies such as
standard Unix or gang scheduling. We show that
space-sharing policies can achieve better processor
utilization due to the operating point effect, but
time-slicing policies benefit strongly from user-level
data distribution. Our initial experience with
automatic page migration suggests that policies based
only on TLB miss information can be quite effective,
and useful for addressing the data distribution
problems of space-sharing schedulers.",
acknowledgement = ack-nhfb,
classification = "C5440 (Multiprocessing systems); C6120 (File
organisation); C6150J (Operating systems); C6150N
(Distributed systems software)",
conflocation = "San Jose, CA, USA; 4-7 Oct. 1994",
conftitle = "Sixth International Conference on Architectural
Support for Programming Languages and Operating Systems
(ASPLOS-VI)",
corpsource = "Comput. Syst. Lab., Stanford Univ., CA, USA",
keywords = "algorithms; cache affinity; cache coherent shared
memory multiprocessors; design; distributed main
memory; distributed memory cache coherent
multiprocessor; distributed memory systems;
experimentation; gang scheduling; measurement; memory
management; multiple parallel applications;
multiprocessor compute servers; multiprogramming;
operating point effect; OS scheduling; page migration;
paged storage; parallel application workloads;
performance; performance improvement; process
scheduling; processing resources; processor scheduling;
processor utilization; scheduling policy; sequential
jobs; shared memory systems; space sharing policies;
Stanford DASH; storage management; theory; time slicing
policies; Unix scheduling policy",
sponsororg = "ACM; IEEE Comput. Soc",
subject = "{\bf D.4.1} Software, OPERATING SYSTEMS, Process
Management, Scheduling.",
treatment = "P Practical",
}
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30(6)174,
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29(11)308,
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30(11)1,
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- cluster,
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26(11)171,
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29(11)208,
29(11)219,
29(11)286,
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28(7)54,
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28(7)187,
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30(6)218,
30(6)233,
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30(10)61-1,
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32(7)124,
32(7)124,
32(7)157,
32(10)243,
33(7)27,
33(7)43,
33(9)95,
34(10)292,
34(11)1,
34(11)83
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25(4)59,
28(3)333,
28(6)36,
28(6)268,
28(7)83,
28(7)187,
28(7)229,
28(7)239,
29(6)97,
29(11)252,
29(11)263,
30(3)62,
30(6)174,
30(6)270,
30(8)29,
30(8)156,
33(7)11,
33(7)83
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25(6)53,
25(6)322,
27(7)162,
28(6)56,
29(6)206,
29(11)61,
29(11)252,
29(11)308,
30(6)139,
30(8)11,
30(8)48
- Gupta, Anoop,
26(4)245,
27(9)62,
27(9)162,
28(7)249,
29(11)38,
29(11)274,
29(11)308,
31(9)279,
33(11)181
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25(6)66,
25(6)85-1,
25(6)234,
27(7)311,
28(3)351,
28(3)363,
28(6)68,
28(6)147,
28(7)54-1,
29(6)1,
29(6)85,
29(6)218,
29(6)302,
29(6)337,
29(6)337-1,
29(8)1,
29(11)51,
29(11)86,
29(11)110,
29(11)171,
29(11)183,
29(11)252,
29(11)274,
29(11)308,
29(11)328,
30(3)23,
30(3)62,
30(3)94,
30(6)279,
30(6)291,
30(6)301,
30(8)48,
30(8)217,
30(11)134,
33(7)67
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23(1)17,
24(3)34,
25(6)16,
25(6)174,
26(4)28,
26(6)219,
27(7)68,
28(6)78-1,
28(6)278,
29(6)36,
29(6)186,
29(6)266,
29(6)313,
29(6)349,
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29(11)51,
29(11)232,
29(11)242,
29(11)252,
30(3)23,
30(6)186,
30(6)196,
30(6)205,
30(8)1,
30(8)29,
30(8)80-1,
30(11)1,
30(11)7
- incorporating,
27(5)z,
28(6)68,
28(7)33,
28(7)129,
30(8)112
- initial,
25(6)16,
27(7)94,
27(9)262,
30(4)13,
30(8)39,
30(11)31,
33(7)11
- job,
30(6)130
- level, user-,
26(4)290,
28(7)198,
29(11)38,
29(11)110
- main,
25(6)197,
25(12)85,
28(3)359,
28(3)363,
28(8)90,
29(6)337,
29(6)337-1,
29(8)119,
29(11)86,
29(11)86-1,
29(11)219,
30(6)79-1,
30(11)125,
34(3)37
- memory, distributed-,
28(7)54-1,
28(7)149,
28(7)239,
29(6)107,
29(11)196,
30(8)68,
30(8)102,
30(8)156
- memory, shared-,
26(7)61,
26(7)106,
27(9)262,
28(3)353,
28(7)54-1,
28(7)187,
28(7)229,
28(12)1,
28(12)129,
28(12)129-1,
29(7)61,
29(11)25,
29(11)61,
29(11)286,
29(11)297,
30(6)205,
33(7)67
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28(7)239,
29(4)31,
30(8)29
- miss,
28(6)177,
28(6)278,
28(6)300,
29(11)145,
29(11)158,
29(11)274,
29(11)328,
30(6)79-1,
30(6)151,
30(6)279,
30(8)179,
30(8)189,
33(5)38,
33(11)228
- multiprocessing,
28(7)198,
29(9)105,
29(11)25,
29(11)38,
29(11)51,
29(11)61,
29(11)196,
29(11)219,
29(11)242,
29(11)274,
29(11)286,
29(11)297,
29(11)308,
29(11)319,
29(11)328,
29(12)87,
30(6)196,
30(6)205,
30(6)258,
30(8)166,
30(8)199
- multiprogramming,
25(6)322,
28(7)64,
29(11)38,
29(11)274,
29(11)308,
30(8)199
- offer,
25(6)9,
25(6)174,
27(7)1,
27(12)28,
28(7)33,
29(11)76-1,
30(6)13,
30(6)205,
31(5)108,
33(7)1,
33(11)252
- only,
25(6)85-1,
25(6)234,
25(6)283,
27(7)22,
27(7)32,
27(7)82,
27(7)212,
27(7)322,
28(3)69,
28(6)147,
28(6)156,
28(6)197,
28(7)13,
28(7)44,
28(7)83,
28(7)229,
28(12)169,
29(6)1,
29(6)36,
29(6)49,
29(6)147,
29(6)196,
29(6)278,
29(6)302,
29(8)1,
29(11)171,
29(11)252,
29(11)274,
29(11)308,
29(11)319,
29(11)328,
30(3)23,
30(3)62,
30(6)13,
30(6)23,
30(6)47,
30(6)93,
30(6)139,
30(6)246,
30(8)92,
30(8)112,
30(8)179,
30(11)99,
30(11)125,
33(3)65,
33(7)59,
34(9)8,
34(9)8-1,
34(9)8-2,
34(11)1,
34(11)83
- OS,
29(11)132-1
- page,
25(6)112,
26(7)122,
29(6)196,
29(11)86,
29(11)158,
29(11)171,
29(12)112,
31(9)244,
31(9)244-1,
32(11)49,
33(11)295,
34(12)37
- paged,
29(11)171
- point,
25(1)59,
25(6)92,
25(6)112,
25(10)312,
25(12)85,
26(4)28,
26(4)290,
26(6)219,
27(7)32,
27(7)224,
27(7)235,
27(9)223,
28(3)69,
28(6)68,
28(6)197,
29(6)1,
29(6)61,
29(6)121,
29(6)349,
29(6)349-1,
29(8)59,
29(10)85,
29(11)98,
29(11)122,
29(11)208,
31(1)9,
31(1)9-1,
31(3)6,
31(3)6-1,
33(9)103
- policy,
26(4)212,
27(7)44,
28(7)198,
29(11)158,
29(11)208,
30(6)301
- processing,
25(4)51,
25(6)66,
25(6)189,
25(6)209,
25(6)223,
25(6)272,
25(6)296,
25(6)311,
25(6)322,
25(7)11,
27(7)55,
27(7)94,
27(7)188-1,
27(7)200,
27(7)249,
27(7)283,
27(11)59,
27(11)77,
28(3)37,
28(3)359,
28(6)100,
28(7)179,
28(10)364,
29(1)9,
29(1)53,
29(1)54,
29(2)13,
29(3)12,
29(3)23,
29(4)41,
29(5)31,
29(5)41-1,
29(8)119,
29(9)51,
29(9)105,
29(10)301,
29(10)388,
29(11)242,
29(12)66,
29(12)87,
30(6)186,
30(7)7,
30(8)123,
30(8)134,
30(11)60,
31(9)234,
33(11)252,
33(11)307,
33(12)33,
34(6)14
- quite,
25(6)174,
26(6)219,
28(3)97,
28(6)56,
28(6)278,
28(7)129,
29(6)290,
30(3)94,
30(6)67,
33(7)67
- remain,
29(6)61,
29(6)257,
29(6)257-1,
29(11)219,
30(6)139
- resource,
26(7)1,
28(6)100,
29(11)98,
30(3)23,
30(6)139,
30(11)60,
31(1)6,
31(1)6-1,
31(12)29,
32(8)274,
33(5)118,
33(10)21,
34(4)33-1,
34(12)24-1
- Rosenblum, Mendel,
29(11)274,
31(9)244,
31(9)244-1,
31(9)279,
33(11)181
- scalable,
26(4)224,
26(7)106,
27(9)262,
27(9)285,
28(6)112,
28(12)85,
30(8)1,
30(8)123,
30(8)199,
32(10)94,
32(10)94-1,
33(1)14,
33(5)301,
33(7)11
- scheduler,
28(6)248,
28(6)278,
28(7)64,
28(7)64-1,
28(7)169,
30(6)151,
30(8)207,
30(11)134,
32(5)194
- sequential,
25(4)20,
25(6)137,
25(6)311,
26(7)155,
26(10)83,
28(3)353,
28(6)68,
28(6)112,
28(7)83,
28(7)159,
28(7)169,
28(7)179,
28(7)208,
28(7)218,
29(6)135,
30(3)83,
30(6)205,
30(8)166,
33(7)35,
34(9)273
- server,
28(7)23,
29(8)94,
29(10)317,
29(10)341,
29(10)453,
29(11)2,
31(9)279,
31(10)384,
31(10)384,
33(11)205,
34(3)176
- several,
25(4)20,
25(4)59,
25(6)9,
25(6)246,
25(6)283,
25(10)237,
27(7)68,
27(7)175,
27(7)212,
27(9)274,
28(3)1,
28(3)351,
28(6)90,
28(6)126,
28(6)207-1,
28(6)278,
28(7)112,
28(7)218,
29(6)73,
29(8)59,
29(11)25,
29(11)38,
29(11)76-1,
29(11)110,
29(11)242,
29(11)252,
30(3)23,
30(3)50,
30(3)62,
30(6)67,
30(6)116,
30(6)315,
30(8)1,
30(8)48,
30(8)80-1,
30(8)144,
30(8)179,
30(11)1,
30(11)79,
30(11)88,
30(11)146-1,
33(2)65,
33(7)51,
33(7)75,
33(7)83,
33(11)252,
33(11)295
- shared-memory,
26(7)61,
26(7)106,
27(9)262,
28(3)353,
28(7)54,
28(7)54-1,
28(7)73,
28(7)187,
28(7)229,
28(12)1,
28(12)129,
28(12)129-1,
29(7)61,
29(11)25,
29(11)61,
29(11)208,
29(11)286,
29(11)297,
30(6)205,
32(7)240,
33(7)67
- sharing,
26(9)52,
29(10)403,
29(11)171,
29(11)319,
29(12)66,
30(8)166,
30(8)179,
30(8)199,
30(11)146-1,
31(6)251,
32(7)90,
33(11)127,
33(11)181,
34(1)39
- slicing,
25(6)102,
25(6)246,
26(6)107,
29(6)302,
31(10)179,
32(5)159,
33(7)35,
33(7)43
- Stanford,
29(11)38,
29(11)274,
30(8)144,
30(8)166
- strongly,
25(6)209,
26(6)165,
26(6)165-1,
27(10)91,
28(3)53,
28(3)351,
29(9)105,
32(8)11,
33(3)57
- suggest,
24(3)34,
25(4)73,
26(6)219,
28(6)90,
28(6)177,
29(8)74,
33(7)19
- therefore,
25(6)174,
25(6)246,
27(7)1,
27(7)55,
27(9)223,
28(6)278,
28(7)13,
29(6)206,
29(6)278,
29(11)145,
30(6)32,
30(6)93,
30(6)151
- TLB,
29(11)132-1,
29(11)171
- traditional,
27(7)12,
28(3)177,
28(6)68,
28(6)100,
28(6)139-1,
28(6)278,
29(1)53,
29(6)206,
29(6)302,
29(6)349,
29(6)349-1,
29(11)2,
29(11)76-1,
29(11)319,
30(6)151,
30(6)258,
30(8)217,
30(11)1,
30(11)60,
30(11)70
- unix,
25(6)234,
27(1)75,
28(3)201,
28(7)198,
29(10)129,
33(7)67
- useful,
25(1)59,
25(4)51,
25(6)102,
25(6)246,
25(6)322,
25(6)337,
25(10)237,
27(7)140,
27(7)188-1,
28(6)90,
28(6)300,
28(7)129,
28(8)90,
29(6)1,
29(6)13,
29(6)147,
29(11)171,
29(11)219,
29(11)252,
30(3)13,
30(8)123,
32(3)38,
32(9)68,
33(7)19
- user-level,
26(4)290,
28(7)198,
29(11)38,
29(11)110
- utilization,
26(4)290,
29(11)328,
30(8)166,
30(11)60
- Verghese, Ben,
31(9)279,
33(11)181
- very,
24(3)34,
25(4)51,
25(6)1,
25(6)137,
25(6)234,
27(7)283,
27(7)341,
28(3)343,
28(3)359,
28(3)365,
28(6)26,
28(6)177,
28(6)197,
28(7)149,
28(8)90,
29(6)36,
29(6)73,
29(6)230,
29(6)349,
29(6)349-1,
29(11)171,
30(6)246,
30(6)270,
30(6)301,
30(8)80-1,
30(8)156,
31(5)160,
31(9)26,
31(9)37,
33(7)51,
33(7)67,
34(3)166
- workload,
28(6)278,
29(10)414,
29(11)76-1,
29(11)86,
29(11)132-1,
29(11)145,
29(11)274,
29(11)308,
30(8)80-1,
33(11)307