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Article

Oil and Water? High Performance Garbage Collection in Java with MMTk

Authors:

Stephen M. Blackburn,

Kathryn S. McKinleyAuthors Info & Claims

ICSE '04: Proceedings of the 26th International Conference on Software Engineering

Pages 137 - 146

Published: 23 May 2004 Publication History

Abstract

Increasingly popular languages such as Java and C# requireefficient garbage collection. This paper presents thedesign, implementation, and evaluation of MMTk, a MemoryManagement Toolkit for and in Java. MMTk is an efficient, composable, extensible, and portable framework for building garbage collectors. MMTk uses design patternsand compiler cooperation to combine modularity and efficiency. The resulting system is more robust, easier to maintain, and has fewer defects than monolithic collectors. Experimentalcomparisons with monolithic Java and C implementationsreveal MMTk has significant performance advantagesas well. Performance critical system software typicallyuses monolithic C at the expense of flexibility. Our resultsrefute common wisdom that only this approach attainsefficiency, and suggest that performance critical softwarecan embrace modular design and high-level languages.

References

[1]

{1} B. Alpern et al. The Jalapeño virtual machine. IBM Systems Journal, 39(1):211-238, February 2000.

Digital Library

[2]

{2} A.W. Appel. Simple generational garbage collection and fast allocation. Software Practice and Experience, 19(2):171-183, 1989.

Digital Library

[3]

{3} M. Arnold, S.J. Fink, D. Grove, M. Hind, and P. Sweeney. Adaptive optimization in the Jalapeño JVM. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications , pages 47-65, Minneapolis, MN, October 2000.

Digital Library

[4]

{4} C.R. Attanasio, D.F. Bacon, A. Cocchi, and S. Smith. A comparative evaluation of parallel garbage collectors. In Languages and Compilers for Parallel Computing, Lecture Notes in Computer Science. Springer-Verlag, 2001.

Digital Library

[5]

{5} G. Attardi and T. Flagella. A customizable memory management framework. In Proceedings of the USENIX C++ Conference, Cambridge, Massachussetts, 1994.

Digital Library

[6]

{6} G. Attardi, T. Flagella, and P. Iglio. A customizable memory management framework for C++. Software Practice & Experience, 28(11):1143-1183, 1998.

Digital Library

[7]

{7} H. Azatchi and E. Petrank. Integrating generations with advanced reference counting garbage collectors. In International Conference on Compiler Construction, Warsaw, Poland, Apr. 2003.

Digital Library

[8]

{8} D.F. Bacon, C.R. Attanasio, H.B. Lee, V.T. Rajan, and S. Smith. Java without the coffee breaks: A nonintrusive multiprocessor garbage collector. In ACM SIGPLAN Conference on Programming Languages Design and Implementation, pages 92-103, Snowbird, UT, June 2001.

Digital Library

[9]

{9} D.F. Bacon, P. Cheng, and V.T. Rajan. A real-time garbage collector with low overhead and consistent utilization. In ACM Symposium on the Principles of Programming Languages, pages 285-294, New Orleans, LA, Jan. 2003.

Digital Library

[10]

{10} D.F. Bacon and V.T. Rajan. Concurrent cycle collection in reference counted systems. In J.L. Knudsen, editor, Proc. of the 15th ECOOP, volume 2072 of Lecture Notes in Computer Science, pages 207-235. Springer-Verlag, 2001.

Digital Library

[11]

{11} E.D. Berger, B.G. Zorn, and K.S. McKinley. Composing high-performance memory allocators. In ACM SIGPLAN Conference on Programming Languages Design and Implementation, pages 114- 124, Salt Lake City, UT, June 2001.

Digital Library

[12]

{12} S.M. Blackburn, P. Cheng, and K.S. McKinley. Myths and realities: The performance impact of garbage collection. In SIGMETRICS, NY, NY, June 2004.

Digital Library

[13]

{13} S.M. Blackburn, R.E. Jones, K.S. McKinley, and J.E.B. Moss. Beltway: Getting around garbage collection gridlock. In Proc. of SIGPLAN 2002 Conference on PLDI, pages 153-164, Berlin, Germany, June 2002.

Digital Library

[14]

{14} S.M. Blackburn and K.S. McKinley. In or out? Putting write barriers in their place. In ACM International Symposium on Memory Management, pages 175-183, Berlin, Germany, June 2002.

Digital Library

[15]

{15} S.M. Blackburn and K.S. McKinley. Ulterior reference counting: Fast garbage collection without a long wait. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications , pages 244-358, Anaheim, CA, Oct. 2003.

Digital Library

[16]

{16} G. Bracha and W. Cook. Mixin-based inheritance. In ACM Proceedings of the European conference on object-oriented programming on Object-oriented programming systems, languages, and applications, pages 303-311, Ottawa, Canada, 1990.

Digital Library

[17]

{17} P. Cheng and G. Blelloch. A parallel, real-time garbage collector. In ACM SIGPLAN Conference on Programming Languages Design and Implementation, pages 125-136, Snowbird, UT, June 2001.

Digital Library

[18]

{18} J. Dean, G. DeFouw, D. Grove, V. Litinov, and C. Chambers. Vortex: An optimizing compiler for object-oriented languages. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications, pages 83-100, San Jose, CA, Oct. 1996.

Digital Library

[19]

{19} L.P. Deutsch and D.G. Bobrow. An efficient incremental automatic garbage collector. Communications of the ACM, 19(9):522- 526, September 1976.

Digital Library

[20]

{20} E. Dijkstra, L. Lamport, A. Martin, C. Scholten, and E. Steffens. On-the-fly garbage collection: An exercise in cooperation. Communications of the ACM, 21(11): 966-975, September 1978.

Digital Library

[21]

{21} R. Fitzgerald and D. Tarditi. The case for profile-directed selection of garbage collectors. In ACM International Symposium on Memory Management, pages 111-120, Minneapolis, MN, Oct. 2000.

Digital Library

[22]

{22} B. Henderson-Sellers. Object-oriented metrics--measures of complexity . Prentice-Hall, New Jersey, 1996.

Digital Library

[23]

{23} R. Hudson, J.E.B. Moss, A. Diwan, and C.F. Weight. A language-independent garbage collector toolkit. Technical Report TR-91-47, Dept. of Computer Science, University of Massachusetts, Amherst, Sept. 1991.

Digital Library

[24]

{24} D. Ingalls, T. Kaehler, J. Maloney, S. Wallace, and A. Kay. Back to the future: the story of Squeak, a practical Smalltalk written in itself. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications, pages 318-326, Atlanta, GA, Oct.1997.

Digital Library

[25]

{25} R.E. Jones and R.D. Lins. Garbage Collection: Algorithms for Automatic Dynamic Memory Management. Wiley, July 1996.

Digital Library

[26]

{26} Y. Levanoni and E. Petrank. An on-the-fly reference counting garbage collector for Java. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications, pages 367- 380, Tampa, FL, Oct. 2001.

Digital Library

[27]

{27} H. Lieberman and C.E. Hewitt. A real time garbage collector based on the lifetimes of objects. Communications of the ACM, 26(6):419- 429, 1983.

Digital Library

[28]

{28} T.J. McCabe. A complexity measure. IEEE Transactions on Software Engineering, 2(4):308-320, Dec. 1976.

Digital Library

[29]

{29} K. Palacz, J. Baker, C. Flack, C. Grothoff, H. Yamauchi, and J. Vitek. Engineering a customizable intermediate representation. In ACM SIGPLAN 2003 Workshop on Interpreters, Virtual Machines and Emulators , San Diego, CA, June 2003.

Digital Library

[30]

{30} N. Sachindran and J.E.B. Moss. Mark-Copy: Fast copying GC with less space overhead. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications, pages 326-343, Anahiem, CA, Oct. 2003.

Digital Library

[31]

{31} D. Stefanovi¿, M. Hertz, S.M. Blackburn, K. McKinley, and J. Moss. Older-first garbage collection in practice: Evaluation in a Java virtual machine. In Memory System Performance, pages 175-184, June 2002.

Digital Library

[32]

{32} D. Stefanovi¿, K. McKinley, and J. Moss. Age-based garbage collection. In ACM Conference on Object-Oriented Programming Systems, Languages, and Applications, pages 370-381, Denver, CO, Nov. 1999.

Digital Library

[33]

{33} D. Stutz, T. Neward, and G. Shilling. Shared Source CLI Essentials. O'Reilly, 2003.

Digital Library

[34]

{34} D.M. Ungar. Generation scavenging: A non-disruptive high performance storage reclamation algorithm. In ACM SIGSOFT/SIGPLAN Software Engineering Symposium on Practical Software Development Environments, pages 157-167, April 1984.

Digital Library

[35]

{35} K.-P. Vo. Vmalloc: A general and efficient memory allocator. Software Practice & Experience, 26(3):1-18, 1996.

[36]

{36} P.R. Wilson, M.S. Lam, and T.G. Moher. Effective static-graph reorganization to improve locality in garbage-collected systems. In ACM SIGPLAN Conference on Programming Languages Design and Implementation, pages 177-191, Toronto, Canada, June 1991.

Digital Library

[37]

{37} S.A. Yeates and M. de Champlain. Design of a garbage collector using design patterns. In C. Mingins, R. Duke, and B. Meyer, editors, Proceedings of the Twenty-Fifth Conference of (TOOLS) Pacific, pages 77-92, Melbourne, 1997.

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
Yang AWrigstad T(2022)Deep Dive into ZGC: A Modern Garbage Collector in OpenJDKACM Transactions on Programming Languages and Systems10.1145/353853244:4(1-34)Online publication date: 21-Sep-2022
https://dl.acm.org/doi/10.1145/3538532
Nanjekye JBremner DMicic AOnuţ IZulkernine F(2021)Eclipse OMR garbage collection for tracing JIT-based virtual machinesProceedings of the 31st Annual International Conference on Computer Science and Software Engineering10.5555/3507788.3507826(244-249)Online publication date: 22-Nov-2021
https://dl.acm.org/doi/10.5555/3507788.3507826
Show More Cited By

Index Terms

Oil and Water? High Performance Garbage Collection in Java with MMTk
1. Software and its engineering
  1. Software notations and tools
    1. General programming languages
      1. Language features
        Classes and objects
        Patterns
      2. Language types
  2. Software organization and properties
    1. Contextual software domains
      1. Operating systems
        Memory management
        Garbage collection

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Published In

cover image ACM Conferences

ICSE '04: Proceedings of the 26th International Conference on Software Engineering

May 2004

761 pages

ISBN:0769521630

Sponsors

SIGSOFT: ACM Special Interest Group on Software Engineering

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IEEE Computer Society

United States

Publication History

Published: 23 May 2004

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ICSE04

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SIGSOFT

ICSE04: 26th International Conference on Software Engineering

May 23 - 28, 2004

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ICSE '04 Paper Acceptance Rate 58 of 436 submissions, 13%;

Overall Acceptance Rate 276 of 1,856 submissions, 15%

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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
Yang AWrigstad T(2022)Deep Dive into ZGC: A Modern Garbage Collector in OpenJDKACM Transactions on Programming Languages and Systems10.1145/353853244:4(1-34)Online publication date: 21-Sep-2022
https://dl.acm.org/doi/10.1145/3538532
Nanjekye JBremner DMicic AOnuţ IZulkernine F(2021)Eclipse OMR garbage collection for tracing JIT-based virtual machinesProceedings of the 31st Annual International Conference on Computer Science and Software Engineering10.5555/3507788.3507826(244-249)Online publication date: 22-Nov-2021
https://dl.acm.org/doi/10.5555/3507788.3507826
Akram S(2021)Performance Evaluation of Intel Optane Memory for Managed WorkloadsACM Transactions on Architecture and Code Optimization10.1145/345134218:3(1-26)Online publication date: 22-Apr-2021
https://dl.acm.org/doi/10.1145/3451342
Cronburg KGuyer SSchaefer IReichenbach CStorm T(2019)Floorplan: spatial layout in memory management systemsProceedings of the 18th ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences10.1145/3357765.3359519(81-93)Online publication date: 21-Oct-2019
https://dl.acm.org/doi/10.1145/3357765.3359519
Akram SSartor JMcKinley KEeckhout L(2019)Crystal GazerProceedings of the ACM on Measurement and Analysis of Computing Systems10.1145/3322205.33110803:1(1-27)Online publication date: 26-Mar-2019
https://dl.acm.org/doi/10.1145/3322205.3311080
Shi XKe ZZhou YJin HLu LZhang XHe LHu ZWang F(2019)DecaACM Transactions on Computer Systems10.1145/331036136:1(1-47)Online publication date: 14-Mar-2019
https://dl.acm.org/doi/10.1145/3310361
Akram SSartor JMcKinley KEeckhout L(2018)Write-rationing garbage collection for hybrid memoriesACM SIGPLAN Notices10.1145/3296979.319239253:4(62-77)Online publication date: 11-Jun-2018
https://dl.acm.org/doi/10.1145/3296979.3192392
Ugawa TRitson CJones R(2018)Transactional SapphireACM Transactions on Programming Languages and Systems10.1145/322622540:4(1-56)Online publication date: 10-Dec-2018
https://dl.acm.org/doi/10.1145/3226225
Akram SSartor JMcKinley KEeckhout LFoster JGrossman D(2018)Write-rationing garbage collection for hybrid memoriesProceedings of the 39th ACM SIGPLAN Conference on Programming Language Design and Implementation10.1145/3192366.3192392(62-77)Online publication date: 11-Jun-2018
https://dl.acm.org/doi/10.1145/3192366.3192392
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