Extended forecast of CPU and network load on computational grid

2004 IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2004

Volumn , Issue , 2004, Pages 765-772

  Akioka, Sayaka ^a   Muraoka, Yoichi ^a  

^a WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; COMPUTER WORKSTATIONS; ELECTRIC LOAD FORECASTING; MARKOV PROCESSES; RESOURCE ALLOCATION; WEATHER FORECASTING;

COMPUTATIONAL GRIDS; CPU; MARKOV MODEL; NETWORK LOAD;

PROGRAM PROCESSORS;

EID: 4544338989     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. I. Foster and C. Kesselman, "The grid: blueprint for a new computing infrastructure," Morgan Kufmann, 1998.
2. F. Berman, R. Wolski, H. Casanova, W. Cime, H. Dail, M. Faerman, S. Figueira, J. Hay es, G. Obertelli, J. Schopf, G. Shao, S. Smallen, N. Spring, A. Su, and D. Zagorodnov, "Adaptive computing on the grid using apples, " IEEE Transactions on Parallel and Distributed Systems, vol.14, no.4, 2003.
3. J. Basney and M. Livny, "Managing network resources in condor, " Proc. 9th IEEE International Symposium on High Performance Distributed Computing (HPDC9), Pittsburgh, USA, 2000.
4. S. Chapin, D. Katramatos, J. Karpovich, and A. Grimshaw, "The legion resource management system," Proc. 5th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP'99), San Juan, USA, 1999.
5. R. Buyya, M. Murshed, and D. Abramson, "A deadline and budget constrained cost-time optimization algorithm for scheduling task farming applications on global grids," Proc. International Conference on Parallel and Distributed Processing Techniques and Application (PDPTA2002), Las Vegas, USA, 2002.
6. H. Dail, O. Sievert, F. Berman, H. Casanova, A. YarKhan, S. Vadhiyar, J. Dongarra, C. Liu, D. Angulo, and I. Foster, "Scheduling in the grid application development software project," Resource Management in the Grid, Kluwer Publishers, 2003.
7. M. Brune, J. Gehring, A. Keller, and A. Reinefeld, "Managing clusters of geographically distributed high-performance computers," Concurrency, Practice, and Experience, vol. 11(15), pp.887-911, 1999.
8. C. Liu, L Yang, I. Foster and D. Angulo, "Design and evaluation of a resource selection framework for grid applications," Proc. 11th IEEE International Symposium on High Performance Distributed Computing (HPDC11), Edinburgh, Scotland, 2002.
9. H. Dail, G. Obertelli, F. Berman, R. Wolski, and A. Grimshaw, "Application-aware scheduling of a magneto hydrodynamics application in the legion metasystem," Proc. 9th Heterogeneous Computing Workshop 2000, Cancun, Mexico, 2000.
10. P.A. Dinda, "A prediction-based real-time scheduling advisor," Proc. 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), Fort Lauderdale, USA, 2002.
11. K. Czajkowski, I. Foster, N. Karonis, C. Kesselman, S. Martin, W.Smith, and S. Tuecke, "A resource management architecture for metacomputing systems," Proc. IPPS/SPDP '98 Workshop on Job Scheduling Strategies for Parallel Processing, Delta Orlando Resort, USA, 1998.
12. M. Quinson, "Dynamic performance forecasting for network-enabled servers in a metacomputing environment," Proc. International Workshop on Performance Modeling, Evaluation, and Optimization of Parallel and Distributed Systems (PMEO-PDS'02), Fort Lauderdale, USA, 2002.
13. M.O. McCracken, A. Snavely, and A. Malony, "Performance modeling for dynamic algorithm," Proc. Workshop on Performance Modeling (ICCS), Melbourne, Australia, 2003.
14. R. Wolski, N. Spring, and J. Hayes, "The network weather service: a distributed resource performance forecasting service for metacomputing," Journal of Future Generation Computing Systems, vol.15, no.5-6, pp.757-768, 1999.
15. R. Wolski, "Dynamically forecasting network performance using the network weather service," Journal of Cluster Computing, Vol.1, pp.119-132, 1998.
16. P.A. Dinda, and D.R. O'Hallaron, "Host load prediction using linear models", Cluster Computing, 3, 2000.
17. S. Akioka, and Y. Muraoka, "Predicting Network Lord on Computational Grid," Proc. International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA2002), Las Vegas, USA, 2002.
18. L. Yang, J.M. Schopf, and I. Foster, "Conservative scheduling: using predicted variance to improve scheduling decisions in dynamic environments," Proc. Supercomputing 2003, Phoenix, USA, 2003.
19. "MRTG: the multi router traffic grapher," http://people.ee.ethz.ch/~oetiker/webtools/mrtg/