Just-in-Time Compilation-Inspired Methodology for Parallelization of Compute Intensive Java Code
Keywords: Just-in-Time Compilation, Loop Level Parallelization, Multicore System, Runtime
Analysis, Java Virtual Machine.
Mehran University Research Journal of Engineering & Technology
Volume 36 , Issue 1
GHULAM MUSTAFA , WAQAR MAHMOOD , MUHAMMAD USMAN GHANI ,
References
| 1. |
Zhang, T.Y., and Suen, C.Y., "A Fast Parallel Algorithm
for Thinning Digital Patterns", Communications of the ACM, Volume 27, No. 3, pp. 236-239, 1984. |
| 2. |
Alfredo Buttaria, J.L., Kurzaka, J., and Dongarra, J., "A Class of Parallel Tiled Linear Algebra Algorithms for Multicore Architectures", Parallel Computing Volume
35, No. 1, pp. 38-53, 2009 |
| 3. |
Wang, Y., Fan, J., Liu, W., and Han, Y., "A Parallel
Algorithm to Construct BISTs on Parity Cubes", IEE
Proceedings of 2nd International Conference on
Information Science and Control Engineering,
pp. 54-58, 2015. |
| 4. |
Polychronopoulos, C.D., Girkar, M., Haghighat, M.R.,
Lee, C.L., Leung, B., and Schouten, D., "Parafrase-2:
An Environment for Parallelizing, Partitioning,
Synchronizing, and Scheduling Programs on
Multiprocessors", International Journal of High Speed Computing, Volume 1, No. 1, pp. 45-72, 1989. |
| 5. |
Haghighat, M., and Polychronopoulos, C., "Symbolic
Program Analysis and Optimization for Parallelizing
Compilers", Springer Berlin Heidelberg, pp. 538-562,
1993. |
| 6. |
Whaley, J., and Kozyrakis, C., "Heuristics for Profile-
Driven Method-Level Speculative arallelization",
Proceedings of International Conference on Parallel
Processing, pp. 147-156, 2005. |
| 7. |
Tournavitis, G., Wang, Z., Franke, B., and O’Boyle,
M.F.P., "Towards a Holistic Approach to Auto-
Parallelization: Integrating Profile-Driven Parallelism
Detection and Machine-Learning Based Mapping", ACM
SIGPLAN Notices, Volume 44, No. 6, pp. 177-187,
2009. |
| 8. |
Jang, H., Kim, C., and Lee, J.W., "Practical Speculative
Parallelization of Variable-Length Decompression
Algorithms", ACM SIGPLAN Notices, Volume 48,
pp. 55-64, 2013. |
| 9. |
Jimborean, A., Clauss, P., Martinez, J.M., and Sukumaran-
Rajam, A., "Online Dynamic Dependence Analysis for
Speculative Polyhedral Parallelization", Euro-Par,
Parallel Processing, pp. 191-202, 2013. |
| 10. |
Liu, B., Zhao, Y., Li, Y., Sun, Y., and Feng, B., "A Thread Partitioning Approach for Speculative Multithreading",
The Journal of Supercomputing, Volume 67, No. 3,
pp. 778-805, 2014. |
| 11. |
Yiapanis, P., Rosas-Ham, D., Brown, G., and Lujan, M.,
"Optimizing Software Runtime Systems for Speculative
Parallelization", ACM Transactions on Architecture and Code Optimization, Volume 9 No. 4, 2013. |
| 12. |
Alle, M., Morvan, A., and Derrien, S., "Runtime
Dependency Analysis for Loop Pipelining in High-Level
Synthesis", Proceedings of 50th Conference on Annual
Design Automation, pp. 51:1-51:10, ACM, 2013. |
| 13. |
Aumage, O., Barthou, D., Haine, C., and Meunier, T.,
"Detecting Simdization Opportunities through Static/
Dynamic Dependence Analysis", Euro-Par: Parallel
Processing Workshops, Lecture Notes in Computer
Science, Volume 8374, pp. 637-646, 2014. |
| 14. |
Tzenakis, G., Papatriantafyllou, A., Vandierendonck, H.,
Pratikakis, P., and Nikolopoulos, D., "BDDT: Block-Level Dynamic Dependence Analysis for Task-Based
Parallelism", Advanced Parallel Processing Technologies,
Lecture Notes in Computer Science, Volume 8299,
pp. 17-31, 2013. |
| 15. |
Verdoolaege, S., Carlos Juega, J., and Cohen, A.,
"Polyhedral Parallel Code Generation for CUDA", ACM
Transactions on Architure Code Optimum, Volume 9
No. 4, pp. 54:1-54:23, 2013. |
| 16. |
Steffan, J.G., Colohan, C.B., Zhai, A., and Mowry, T.C.,
"A Scalable Approach to Thread-Level Speculation",
ACM, Volume 28, No. 2, pp. 1-12, 2000. |
| 17. |
Harris, T., Cristal, A., Unsal, O.S., Ayguade, E., Gagliardi,
F., Smith, B., and Valero, M., "Transactional Memory:
An Overview", IEEE Micro, Volume 27, No. 3,
pp. 8-29, 2007. |
| 18. |
Bik, A.J., and Gannon, D., "A Prototype Bytecode
Parallelization Tool", Concurrency - Practice and
Experience, Volume 10, Nos.11-13, pp. 879-885, 1998 |
| 19. |
Aycock, J., "A Brief History of Just-in-Time", ACM
Computing Surveys, Volume 35, No. 2, pp. 97-113,
2003. |
| 20. |
Pemberton, S., and Daniels, M., "Pascal Implementation:
The P4 Compiler and Interpreter", Ellis Horwood, 1982. |
| 21. |
Ierusalimschy, R., DeFigueiredo, L.H., and Celes, W.,
"The Implementation of Lua 5.0", Journal of Universal
Computer Science, Volume 11, No. 7, pp. 1159-1176,
2005. |
| 22. |
Mustafa, G., Waheed, A., and Mahmood, W., "SeekBin:
An Automated Tool for Analyzing Thread Level
Speculative Parallelization Potential", Proceedings of
7th IEEE International Conference on Emerging
Technologies, pp. 1-6, 2011. |
| 23. |
Knuth, D.E., "An Empirical Study of FORTRAN
Programs", Software: Practice and Experience,
Volume 1, No. 2, pp. 105-133, 1971. |
| 24. |
Mathew, J. A., Coddington, P. D., and Ha-wick, K. A.,
"Analysis and development of Java Grande benchmarks",
Proc. 1999 conference on Java Grande, USA, ACM,
pp. 72-80, 1999. |
| 25. |
Hinsen, K., "A Glimpse of the Future of Scientific
Programming", Computing in Science & Engineering,
Volume 15, No. 1, pp. 84-88, 2013. |
| 26. |
Österlund, E., "Garbage Collection Supporting Automatic
JIT Parallelization in JVM", LNU, 2012 |
| 27. |
Österlund, E., and Löwe, W., "Analysis of Pure Methods
Using Garbage Collection", Proceedings of ACM
SIGPLAN Workshop on Memory Systems Performance
and Correctness, pp. 48-57, Beijing, China, 2012. |
| 28. |
Österlund, E., "Automatic Memory Management System
for Automatic Parallelization", LNU, 2011. |
| 29. |
Koch, T.J.K.E.V., and Björn, F., "Limits of Region-Based
Dynamic Binary Parallelization", SIGPLAN Notices,
Volume 48, No. 7, pp. 13-22, 2013. |
| 30. |
Leung, A., Lhotak, O., and Lashari, G., "Automatic
Parallelization for Graphics Processing units",
Proceedings of 7th International Conference on
Principles and Practice of Programming in Java, Calgary,
pp. 91-100, Alberta, Canada, 2009. |
| 31. |
Monteyne, M., "Rapidmind Multi-Core Development
Platform", RapidMind Inc., Waterloo, Canada, February,
2008. |
| 32. |
Hammacher, C., Streit, K., Hack, S., and Zeller, A.,
"Profiling Java Programs for Parallelism", Proceedings
of ICSE Workshop on Multicore Software Engineering,
pp. 49-55, 2009. |
| 33. |
Christopher, J.F.P., Clark, V., and Allan, K., "LIBSPMT:
A Library for Speculative Multi-threading", Sable
Technical Report, 2007. |
| 34. |
Pickett, C.J.F., and Verbrugge, C., "SableSpMT: A
Software Framework for Analysing Speculative
Multi-threading in Java", Proceedings 6th ACM SIGPLANSIGSOFT
Workshop on Program Analysis for Software
Tools and Engineering, pp. 59-66, Portugal, 2005 |
| 35. |
Carlstrom, B.D., Chung, J., Chafi, H., McDonald, A.,
Minh, C.C., Hammond, L., Kozyrakis, C., and Olukotun,
K., "Transactional Execution of Java Programs",
OOPSLA Workshop on Synchronization and
Concurrency in Object-Oriented Languages, 2005. |
| 36. |
Chen, M.K., and Olukotun, K., "The JRPM System for
Dynamically Parallelizing Sequential Java Programs",
IEEE Micro, Volume 23, No. 6, pp. 26-35, 2003. |
| 37. |
Kulkarni, M., Pingali, K., Walter, B., Ramanarayanan,
G., Bala, K., and Chew, L.P., "Optimistic Parallelism
Requires Abstractions", Communication ACM,
Volume 52, No. 9, pp. 89-97, 2009. |
| 38. |
Chan, B., and Abdelrahman, T.S., "Run-Time Support
for the Automatic Parallelization of Java Programs",
Journal Supercomputer, Volume 28, No. 1, pp. 91-117,
2004. |
| 39. |
Singer, J., Brown, G., Luján, M., Pocock, A., and
Yiapanis, P., "Fundamental Nano-Patterns to
Characterize and Classify Java Methods", Electronic
Notes in Theoretical Computer Science, Volume 253,
No. 7, pp. 191-204, 2010. |
| 40. |
Bik A. J. C., and Gannon D. B., "Automatically exploiting implicit parallelism in Java", Concurrency: Practice and
Experience, vol. 9, no. 6, pp. 579–619, 1997. |
| 41. |
Bruneton, E., Lenglet, R., and Coupaye, T., "ASM: A
Code Manipulation Tool to Implement Adaptable
Systems", Technical Report, France Telecom R&D,
2002 |
| |
|
|