Distributed parallel processing based on master/worker model in heterogeneous computing environment

Advances in Information Sciences and Service Sciences

Volumn 4, Issue 2, 2012, Pages 49-57

  Wang, Lei ^a   Huang, Yong Zhong ^a   Guo, Shao Zhong ^a  

^a ZHENGZHOU INFORMATION SCIENCE AND TECHNOLOGY INSTITUTE   (China)

Author keywords

Distributed parallel computing; Fault tolerant; Master worker model

Indexed keywords

COARSE-GRAINED; DISTRIBUTED COMPUTATIONS; DISTRIBUTED PARALLEL COMPUTING; DISTRIBUTED PARALLEL PROCESSING; FAULT-TOLERANT; FAULT-TOLERANT MECHANISM; HETEROGENEOUS COMPUTING; HIGH AVAILABILITY; LARGE-SCALE COMPUTING; MASTER/WORKER; PARALLELIZATIONS; PROGRAMMING MODELS; SPECIFIC HARDWARE; VOLUNTARY COMPUTING;

COMPUTER PROGRAMMING; PARALLEL ARCHITECTURES;

NETWORK ARCHITECTURE;

EID: 84863116583     PISSN: 19763700     EISSN: 22339345     Source Type: Journal    
DOI: 10.4156/AISS.vol4.issue2.7     Document Type: Article

References (21)

1. Yamamoto Hiroshi, Tsuru Masato, Oie Yuji, "A parallel transferable uniform multi-round algorithm in heterogeneous distributed computing environment", In Proceedings of High Performance Computing and Communications, pp.51-60, 2006.
2. Raicu Ioan, Foster Ian, Wilde Mike, et al., "Middleware support for many-task computing", Cluster Computing, Kluwer Academic Publishers, vol.13, no.3, pp.291-314, 2010.
3. Sameer Bataineh, Issa M. Khalil, Abdallah Khreishah, Justin Y. Shi, "Performance Evaluation of Matrix Multiplication on a Network of Work Stations with Communication Delay", Journal of Communications and Information Sciences, AICIT, vol.2, no.1, pp.32-44, 2011
4. A.D. Kshemkalyani, M. Singhal, Distributed computing: principles, algorithms, and systems, Cambridge University Press, New York, 2008.
5. Chen Bin, Huang Fengru, Fang Yu, Huang Zhou, Lin Hui, "An approach for heterogeneous and loosely coupled geospatial data distributed computing", Computers and Geosciences, Elsevier Ltd., vol.36, no.7, pp.839-847, 2010.
6. Ekanayake Jaliya, Pallickara Shrideep, Fox Geoffrey, "MapReduce for data intensive scientific analyses", In Proceedings of 4th IEEE International Conference on eScience, pp.277-284, 2008.
7. Isard Michael, Budiu Mihai, Yu Yuan, Birrell Andrew, Fetterly Dennis, "Dryad: Distributed data-parallel programs from sequential building blocks", In Proceedings of the EuroSys 2007 Conference, pp.59-72, 2007.
8. Shafer Jeffrey, Rixner Scott, Cox, Alan L., "The Hadoop distributed filesystem: Balancing portability and performance", In Proceedings of IEEE International Symposium on Performance Analysis of Systems and Software, pp.122-133, 2010.
9. Wang Cheng-Liang, Li Ren, Wang Zhu-Ding, "A power distributed computing system model based on services-oriented architecture", Chongqing Daxue Xuebao, Editorial Board of Journal of Chongqing University, vol.34, no.2, pp.69-73, 2011.
10. Zhu You-Wen, Huang Liu-Sheng, Chen Guo-Liang, Yang Wei, "Dynamic trust evaluation model under distributed computing environment", Jisuanji Xuebao, Science Press, vol.34, no.1, pp.55-64, 2011.
11. He Bingsheng, Yang Mao, Guo Zhenyu, Chen Rishan, Su Bing, Lin Wei, Zhou Lidong, "Comet: batched stream processing for data intensive distributed computing", In Proceedings of the 1st ACM Symposium on Cloud Computing, pp.63-74, 2010.
12. Liu Xin, Qiao Chunming, Yu Dantong, Jiang Tao, "Application-specific resource provisioning for wide-area distributed computing", IEEE Network, Institute of Electrical and Electronics Engineers Inc., vol.24, no.4, pp.25-34, 2010.
13. André Françoise, Gauvrit Guillaume, Christian Pérez I, "Dynamic adaptation of the masterworker paradigm", In Proceedings of IEEE International Conference on Computer and Information Technology, pp.185-190, 2009.
14. Beaumont Olivier, Marchal Loris, Robert Yves, "Scheduling divisible loads with return messages on heterogeneous master-worker platforms", In Proceedings of International Conference on High Performance Computing, pp.498-507, 2005.
15. Lehman Tobin J, Cozzi Alex, Xiong Yuhong, Gottschalk Jonathan, et al., "Hitting the distributed computing sweet spot with TSpaces", Computer Networks, Elsevier Sci B.V., vol.35, no.4, pp.457-472, 2001.
16. Bravetti Mario, Gorrieri Roberto, Lucchi Robertol, Zavattaro Gianluigi, "Quantitative information in the tuple space coordination model", In Proceedings of Theoretical Computer Science, pp.28-57, 2005.
17. Zhou Bei, Wang Lei, Huang Yong-Zhong, "TSPI: A Tuplespace based parallel programming library", In Proceedings of the International Conference on Computer Science and Information Technology, pp.714-718, 2008.
18. Li Li, Malony Allen D, "Model-based performance diagnosis of master-worker parallel computations", In Proceedings of International Euro-Par Conference, pp.35-46, 2006.
19. Guerraoui Rachid, Herlihy Maurice, Kouznetsov Petr, Lynch Nancy, Newport Calvin, "On the weakest failure detector ever", In Proceedings of Annual ACM Symposium on Principles of Distributed Computing, pp.235-243, 2007.
20. Weipeng JING, Yaqiu Liu, Qu WU, "Communication-aware Fault-tolerant Scheduling Strategy for Precedence Constrained Tasks in Heterogeneous Distributed Systems", International Journal of Digital Content Technology and its Applications, AICIT, vol.5, no.6, pp.252-260, 2011.
21. Maniezzo Marco, Sanna Andrea, "A deep evaluation of design issues and performances of PVM, MPICH and mpiGAMMA libraries", Journal of Internet Technology, National Dong Hwa University, vol.6, no.3, pp.345-358, 2005.