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Tracing garbage collection on highly parallel platforms

Authors:

Katherine Barabash,

Erez PetrankAuthors Info & Claims

ACM SIGPLAN Notices, Volume 45, Issue 8

Pages 1 - 10

https://doi.org/10.1145/1837855.1806653

Published: 05 June 2010 Publication History

Abstract

The pervasiveness of multiprocessor and multicore hardware and the rising level of available parallelism are radically changing the computing landscape. Can software deal with tomorrow's potential higher parallelism? In this paper we study this issue from the garbage collection perspective. In particular, we investigate the scalability of parallel heap tracing, which stands at the core of the garbage collection activity. Heap shapes can be sequential in nature, and prevent the collector from scaling the trace. We start by proposing the idealized trace utilization as a scalability measure for evaluating the scalability of a given heap shape. We then examine standard Java benchmarks and evaluate the existence of non-scalable object-graph shapes in their execution. Next, we propose and implement a prototype of garbage collection techniques that attempt to ameliorate the object-graph shape problem. Finally, we measure and report their efficacy.

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Cited By

Meiohas CBlackburn SPetrank E(2023)Linear-Mark: Locality vs. Accuracy in Mark-Sweep Garbage CollectionProceedings of the International Symposium on Memory Systems10.1145/3631882.3631893(1-12)Online publication date: 2-Oct-2023
https://dl.acm.org/doi/10.1145/3631882.3631893
Rogers TO'Connor MAamodt TFarrens MKozyrakis C(2013)Divergence-aware warp schedulingProceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture10.1145/2540708.2540718(99-110)Online publication date: 7-Dec-2013
https://dl.acm.org/doi/10.1145/2540708.2540718
Maas MReames PMorlan JAsanović KJoseph AKubiatowicz J(2012)GPUs as an opportunity for offloading garbage collectionACM SIGPLAN Notices10.1145/2426642.225900247:11(25-36)Online publication date: 15-Jun-2012
https://dl.acm.org/doi/10.1145/2426642.2259002
Show More Cited By

Index Terms

Tracing garbage collection on highly parallel platforms
1. Information systems
  1. Information storage systems
    1. Storage management
2. Software and its engineering
  1. Software notations and tools
    1. Compilers
    2. General programming languages
      1. Language types
        Object oriented languages
  2. Software organization and properties
    1. Contextual software domains
      1. Operating systems
        File systems management
        Memory management

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Information & Contributors

Information

Published In

cover image ACM SIGPLAN Notices

ACM SIGPLAN Notices Volume 45, Issue 8

ISMM '10

August 2010

129 pages

ISSN:0362-1340

EISSN:1558-1160

DOI:10.1145/1837855

Issue’s Table of Contents

ISMM '10: Proceedings of the 2010 international symposium on Memory management
June 2010
140 pages
ISBN:9781450300544
DOI:10.1145/1806651
General Chair:
Jan Vitek
Purdue University
,
Program Chair:
Doug Lea
State University of New York at Oswego

Copyright © 2010 ACM.

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 05 June 2010

Published in SIGPLAN Volume 45, Issue 8

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Cited By

Meiohas CBlackburn SPetrank E(2023)Linear-Mark: Locality vs. Accuracy in Mark-Sweep Garbage CollectionProceedings of the International Symposium on Memory Systems10.1145/3631882.3631893(1-12)Online publication date: 2-Oct-2023
https://dl.acm.org/doi/10.1145/3631882.3631893
Rogers TO'Connor MAamodt TFarrens MKozyrakis C(2013)Divergence-aware warp schedulingProceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture10.1145/2540708.2540718(99-110)Online publication date: 7-Dec-2013
https://dl.acm.org/doi/10.1145/2540708.2540718
Maas MReames PMorlan JAsanović KJoseph AKubiatowicz J(2012)GPUs as an opportunity for offloading garbage collectionACM SIGPLAN Notices10.1145/2426642.225900247:11(25-36)Online publication date: 15-Jun-2012
https://dl.acm.org/doi/10.1145/2426642.2259002
Maas MReames PMorlan JAsanović KJoseph AKubiatowicz JVechev MMcKinley K(2012)GPUs as an opportunity for offloading garbage collectionProceedings of the 2012 international symposium on Memory Management10.1145/2258996.2259002(25-36)Online publication date: 15-Jun-2012
https://dl.acm.org/doi/10.1145/2258996.2259002
Huang CBlackburn SCai ZBruno RMoss E(2023)Improving Garbage Collection Observability with Performance TracingProceedings of the 20th ACM SIGPLAN International Conference on Managed Programming Languages and Runtimes10.1145/3617651.3622986(85-99)Online publication date: 19-Oct-2023
https://dl.acm.org/doi/10.1145/3617651.3622986
Zhao WBlackburn SMcKinley KJhala RDillig I(2022)Low-latency, high-throughput garbage collectionProceedings of the 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation10.1145/3519939.3523440(76-91)Online publication date: 9-Jun-2022
https://dl.acm.org/doi/10.1145/3519939.3523440
Wagner GLarsen PBrunthaler SFranz M(2016)Thinking Inside the BoxACM Transactions on Programming Languages and Systems10.1145/286657638:3(1-37)Online publication date: 8-Apr-2016
https://dl.acm.org/doi/10.1145/2866576
Kuszmaul B(2015)SuperMalloc: a super fast multithreaded malloc for 64-bit machinesACM SIGPLAN Notices10.1145/2887746.275417850:11(41-55)Online publication date: 14-Jun-2015
https://dl.acm.org/doi/10.1145/2887746.2754178
Österlund ELöwe W(2015)Concurrent compaction using a field pinning protocolACM SIGPLAN Notices10.1145/2887746.275417750:11(56-69)Online publication date: 14-Jun-2015
https://dl.acm.org/doi/10.1145/2887746.2754177
Cohen NPetrank E(2015)Data structure aware garbage collectorACM SIGPLAN Notices10.1145/2887746.275417650:11(28-40)Online publication date: 14-Jun-2015
https://dl.acm.org/doi/10.1145/2887746.2754176
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