Component level risk assessment in Grids: A probablistic risk model and experimentation

IEEE International Conference on Digital Ecosystems and Technologies

Volumn , Issue , 2011, Pages 68-75

  Sangrasi, Asif ^a   Djemame, Karim ^a  

^a UNIVERSITY OF LEEDS   (United Kingdom)

Author keywords

failure data; Grid computing; probablity of failure; risk; risk assessment; risk model

Indexed keywords

COMPONENT LEVELS; END USERS; FAILURE DATA; GRANULARITY LEVELS; GRID RESOURCE PROVIDER; INDIVIDUAL COMPONENTS; MACHINE LEVEL; NODE FAILURE; PARALLEL MODELS; PROBABILISTIC APPROACHES; PROBABILISTIC RISK; PROBABLITY OF FAILURE; RISK INFORMATION; RISK MODEL; SERVICE LEVEL AGREEMENTS; SOFTWARE RESOURCES;

BUILDING COMPONENTS; ECOSYSTEMS; EXPERIMENTS; GRID COMPUTING; QUALITY OF SERVICE; RATING; VIRTUAL STORAGE;

RISK ASSESSMENT;

EID: 80055040874     PISSN: 21504938     EISSN: 21504946     Source Type: Conference Proceeding    
DOI: 10.1109/DEST.2011.5936600     Document Type: Conference Paper

References (43)

1. L. O. Burchard, B. Linnert, F. Heine, M. Hovestadt, O. Kao, and A. Keller, "A quality-of-service architecture for future grid computing applications," in Parallel and Distributed Processing Symposium, 2005. Proceedings. 19th IEEE International, 2005, p. 132a.
2. A. Leff, J. T. Rayfield, and D. M. Dias, "Service-level agreements and commercial grids," Internet Computing, IEEE, vol. 7, no. 4, pp. 44-50, 2003
3. H. Ludwig, A. Keller, A. Dan, and R. King, "A service level agreement language for dynamic electronic services," in Advanced Issues of ECommerce and Web-Based Information Systems, 2002. (WECWIS 2002). Proceedings. Fourth IEEE International Workshop on, 2002, pp. 25-32.
4. J. Padgett, K. Djemame, and P. Dew, "Grid-based SLA Management (Lecture Notes in Computer Science, vol. 40). Springer: Berlin, 2005; 163-182.
5. K. Djemame, I. Gourlay, p. Padgett, G. Birkenheuer, M. Hovestadt, O. Kao, and K. Voss, "Introducing risk management into the grid," in e-Science and Grid Computing, 2006. e-Science '06. Second IEEE International Conference on, 2006, p. 28.
6. K. Voss, "Risk-aware migrations for prepossessing SLAs," in Networking and Services, 2006. ICNS '06. International conference on, 2006, p. 68.
7. [Assessgrid-Advanced Risk Assessment & Management for Trustable Grids] http://assessgrid.eu
8. I. Georgescu, "Possibilistic risk aversion," Fuzzy Sets and Systems, vol. 160, no. 18, pp. 2608-2619, September 2009.
9. [Oxford Online dictionary] http://www.oed.com/
10. S. Kaplan and Garrick, "On the quantitative definition of risk," Risk Analysis, vol. 1, no. 1, pp. 11-27, 1981.
11. M. Modarres, Risk Analysis in Engineering: Techniques, Tools, and Trends, 1st ed. CRC, January 2006.
12. M. Hovestadt, O. Kao, and K. Vouu, "The first step of introducing risk management for prepossessing slas," in Services Computing, 2006. SCC '06. IEEE International Conference on, 2006, pp. 36-43.
13. I. Gourlay, K. Djemame, and J. Padgett, "Reliability and risk in grid resource brokering," in 2nd IEEE International Conference on Digital Ecosystems and Technologies, 2008, Phitsanulok, Thailand.
14. E. Pinheiro, W. D. Weber, and L. A. Barroso, "Failure trends in a large disk drive population," in Proceedings of the 5th USENIX Conference on File and Storage Technologies, February 2007.
15. H. C. Thode, Testing For Normality, 1st ed. CRC Press, January 2002.
16. D. Lingrand, J. Montagnat, J. Martyniak, and D. Colling, "Optimization of Jobs Submission on the EGEE Production Grid: Modeling Faults Using Workload," Journal of Grid Computing, vol. 8, no. 2, pp. 305-321, June 2010.
17. Y. Zhang, M. S. Squillante, and R. K. Sahoo, "Performance implications of failures in large-scale cluster scheduling," in In 10th Workshop on Job Scheduling Strategies for Parallel Processing, 2004, pp. 233-252.
18. A. Iosup, M. Jan, O. Sonmez, and D. H. J. Epema, "On the dynamic resource availability in grids," in Grid Computing, 2007 8th IEEE/ACM International Conference on, 2007, pp. 26-33.
19. From Trust to Dependability through Risk Analysis.Y. Asnar, P. Giorgini, F. Massacci, N. Zannone. Proceedings of the Second International Conference on Availability, Reliability and Security, pp. 19-26, 2007
20. C. Carlsson and R. Fullér, "Risk Assessment of SLAs in Grid Computing with Predictive Probabilistic and Possibilistic Models," in Preferences and Decisions, ser. Studies in Fuzziness and Soft Computing, S. Greco, R. Marques Pereira, M. Squillante, R. Yager, and J. Kacprzyk, Eds. Springer Berlin / Heidelberg, 2010, vol. 257, pp. 11-29.
21. 4L. Krautsevich, A. Lazouski, F. Martinelli, and A. Yautsiukhin, "Risk-Aware Usage Decision Making in Highly Dynamic Systems," Internet Monitoring and Protection, International Conference on, vol. 0, pp. 29-34, 2010.
22. A. Nieuwenhuijs, E. Luiijf, and M. Klaver, "Modeling Dependencies In Critical Infrastructures," in Critical Infrastructure Protection II, ser. IFIP International Federation for Information Processing, M. Papa and S. Shenoi, Eds. Boston, MA: Springer Boston, 2009, vol. 290, ch. 15, pp. 205-213.
23. A. Iosup, M. Jan, O. O. Sonmez, and D. H. J. Epema. On the dynamic resource availability inGrids. Proceedings of the 8th IEEE/ACM International Conference on Grid Computing (GRID 2007), p. 26-33, 1-4244-1560-8, September 19-21, 2007, Austin, Texas, USA
24. B.Schroeder, G.A. Gibson, A large-scale study of failures in highperformance computingsystems, DSN2006 Conference Proceedings, Philadelpia 2006
25. E. Pinheiro, W-D. Weber, L.A. Barroso, Failure trends in large disk drive populations Proceedings of the 5th USENIX Conference on File and Storage Technologies, February 2007
26. Matthias Hovestadt, Odej Kao, Kerstin Vob, "The First Step of Introducing Risk Management for Prepossessing SLAs," scc, pp.36-43, IEEE International Conference on Services Computing (SCC'06), 2006
27. Los Alamos National Laboratories] http://www.lanl.gov/
28. I. Foster, "What is the grid? - a three point checklist," GRIDtoday, vol. 1, no. 6, July 2002.
29. D. De Roure, M. A. Baker, and N. R. Jennings, "The evolution of the grid," in Grid Computing: Making the Global Infrastructure a Reality, vol. 2003, 2003, pp. 65-100.
30. [The globus project] (http://www.globus.org/)
31. [The Legion Project] http://legion.virginia.edu./
32. P. Kokkinos and E. A. Varvarigos, "A framework for providing hard delay guarantees and user fairness in Grid computing," Future Generation Computer Systems, vol. 25, no. 6, pp. 674-686, June 2009.
33. I. Foster, Y. Zhao, I. Raicu, and S. Lu, "Cloud computing and grid computing 360-degree compared," Dec 2008
34. R. Al-Ali, G. von Laszewski, K. Amin, M. Hategan, O. Rana, D. Walker, and N. Zaluzec, "Qos support for high-performance scientific grid applications," in Cluster Computing and the Grid, 2004. CCGrid 2004. IEEE International Symposium on, 2004, pp. 134-143.
35. R. E. Melchers and M. G. Stewart, Probabilistic Risk Assessment of Engineering Systems, 1st ed. Chapman and Hall, 1997.
36. L. A. Zadeh, Fuzzy Set as a Basis for a Theory of Possibility, Fuzzy Sets and Systems, 1,1978, 3-28
37. N. Raju, Gottumukkala, Y. Liu, C. B. Leangsuksun, R. Nassar, and S. L Scott, Reliability analysis of HPC clusters, Proceedings of the High Availability and Performance Computing Workshop, 2006.
38. A. Oliner and J. Stearley, "What Supercomputers Say: A Study of Five System Logs," Dependable Systems and Networks, International Conference on, vol. 0, pp. 575-584, 2007.
39. D. N. P. Murthy, M. Xie, and R. Jiang, Weibull Models (Wiley Series in Probability and Statistics), 1st ed. Wiley-Interscience, November 2003.
40. Christer Carlsson, Robert Fullér and József Mezei, A lower limit for the probability of success of computing tasks in a grid, in: Proceedings of the Tenth International Symposium of Hungarian Researchers on Computational Intelligence and Informatic (CINTI 2009), [ISBN 978-963-7154-96-6] November 12-14, 2009, Budapest, Hungary, pp. 717-722.
41. T. Enokido, A. Aikebaier, and M. Takizawa, "Process allocation algorithms for saving power consumption in Peer-to-Peer systems," IEEE Transactions on Industrial Electronics, 2011.
42. J. Arnedo-Moreno, K. Matsuo, L. Barolli, and F. Xhafa, "Secure communication setup for a P2P based JXTA-overlay platform," IEEE Transactions on Industrial Electronics, 2010.
43. K. Djemame, J. Padgett, I. Gourlay, and D. Armstrong. "Brokering of Risk-Aware Service Level Agreements in Grids."in Concurrency and Computation: Practice and Experience, Vol. 23, No. 7, 2011