Statistical Modeling of Resource Availability in Desktop Grids
作者： J. Wingstrom , H. Casanova
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摘要: Desktop grids are compute platforms that aggregate and harvest the idle CPU cycles of individually owned personal computers workstations. A challenge for using these is resources volatile. Due to this volatility vast majority desktop grid applications embarrassingly parallel high-throughput. Deeper understanding nature resource availability needed enable use a broader class applications. In document we further thanks statistical analysis traces collected on real-world platforms.
hawaii.edu参考文章(18)
Ian Foster, Steven Tuecke, Carl Kesselman, Jeffrey M. Nick, The Physiology of the Grid An Open Grid Services Architecture for Distributed Systems Integration ,(2002)
Li Gao, Grzegorz Malewicz, Internet Computing of Tasks with Dependencies Using Unreliable Workers Lecture Notes in Computer Science. pp. 443- 458 ,(2005) , 10.1007/11516798_32
Jack Dongarra, Steven Huss-Lederman, David W. Walker, Steve W. Otto, Marc Snir, MPI: The Complete Reference ,(1996)
Daniel Nurmi, John Brevik, Rich Wolski, Modeling Machine Availability in Enterprise and Wide-Area Distributed Computing Environments Euro-Par 2005 Parallel Processing. pp. 432- 441 ,(2005) , 10.1007/11549468_50
Woodruff T. Sullivan, Dan Werthimer, Stuart Bowyer, Jeff Cobb, David Gedye, David Anderson, A new major SETI project based on project SERENDIP data and 100,000 personal computers International Astronomical Union Colloquium. ,vol. 161, pp. 729- 734 ,(1997) , 10.1017/S0252921100015311
Gaurav D. Ghare, Scott T. Leutenegger, Improving speedup and response times by replicating parallel programs on a SNOW job scheduling strategies for parallel processing. pp. 264- 287 ,(2004) , 10.1007/11407522_15
Grzegorz Malewicz, Parallel scheduling of complex dags under uncertainty acm symposium on parallel algorithms and architectures. pp. 66- 75 ,(2005) , 10.1145/1073970.1073981
Anurag Acharya, Guy Edjlali, Joel Saltz, The utility of exploiting idle workstations for parallel computation Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '97. ,vol. 25, pp. 225- 234 ,(1997) , 10.1145/258612.258691
Remzi H. Arpaci, Andrea C. Dusseau, Amin M. Vahdat, Lok T. Liu, Thomas E. Anderson, David A. Patterson, The interaction of parallel and sequential workloads on a network of workstations measurement and modeling of computer systems. ,vol. 23, pp. 267- 278 ,(1995) , 10.1145/223586.223618
Stefan Saroiu, P. Krishna Gummadi, Steven D. Gribble, Measurement study of peer-to-peer file sharing systems Multimedia Computing and Networking 2002. ,vol. 4673, pp. 156- 170 ,(2001) , 10.1117/12.449977