A model for space-correlated failures in large-scale distributed systems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6271 LNCS, Issue PART 1, 2010, Pages 88-100

  Gallet, Matthieu ^a,c   Yigitbasi, Nezih ^a,c   Javadi, Bahman ^b,c   Kondo, Derrick ^b,c   Iosup, Alexandru ^a,c   Epema, Dick ^a,c  

^a DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^b INRIA   (France)

^c Failure Trace Archive ^*  (France)

Author keywords

[No Author keywords available]

Indexed keywords

DISTRIBUTED SYSTEMS; DNS SERVER; FAILURE MODEL; GROUP SIZE; INTER-ARRIVAL TIME; LARGE-SCALE DISTRIBUTED SYSTEM; MODEL PARAMETERS; PEER-TO-PEER SYSTEM; RAPID GROWTH; RESEARCH STUDIES; SYSTEM COMPLEXITY; SYSTEM FAILURES; THREE COMPONENT; TIME SPAN; CORRELATED FAILURES;

MAINTENANCE; SERVERS; SYSTEMS ENGINEERING; DISTRIBUTED COMPUTER SYSTEMS;

PEER TO PEER NETWORKS;

EID: 78349257397     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15277-1_10     Document Type: Conference Paper

References (19)

1. Heath, T., Martin, R.P., Nguyen, T.D.: Improving cluster availability using workstation validation. In: SIGMETRICS, pp. 217-227 (2002)
2. Bhagwan, R., Tati, K., Cheng, Y., Savage, S., Voelker, G.: Total recall: System support for automated availability management. In: NSDI, pp. 337-350 (2004)
3. Sahoo, R., Sivasubramaniam, A., Squillante, M., Zhang, Y.: Failure data analysis of a large-scale heterogeneous server environment. In: DSN, p. 772 (2004)
4. Tang, D., Iyer, R.K.: Dependability measurement and modeling of a multicomputer system. IEEE Trans. Computers 42(1), 62-75 (1993)
5. Schroeder, B., Gibson, G.A.: A large-scale study of failures in high-performance computing systems. In: DSN, pp. 249-258 (2006)
6. Iosup, A., Dumitrescu, C., Epema, D.H.J., Li, H., Wolters, L.: How are real grids used? the analysis of four grid traces and its implications. In: GRID, pp. 262-269 (2006)
7. Castillo, X., McConnel, S.R., Siewiorek, D.P.: Derivation and calibration of a transient error reliability model. IEEE Trans. Computers 31(7), 658-671 (1982)
8. Iyer, R.K., Butner, S.E., McCluskey, E.J.: A statistical failure/load relationship: Results of a multicomputer study. IEEE Trans. Computers 31(7), 697-706 (1982)
9. Gray, J.: A Census of Tandem System Availability Between 1985 and 1990. IEEE Trans. on Reliability 39, 409-418 (1990)
10. Iosup, A., Jan, M., Sonmez, O.O., Epema, D.H.J.: On the dynamic resource availability in grids. In: GRID, pp. 26-33 (2007)
11. Zhang, Y., Squillante, M., Sivasubramaniam, A., Sahoo, R.: Performance implications of failures in large-scale cluster scheduling. In: JSSPP, pp. 233-252 (2004)
12. Mickens, J.W., Noble, B.D.: Exploiting availability prediction in distributed systems. In: NSDI (2006)
13. Bolosky, W.J., Douceur, J.R., Ely, D., Theimer, M.: Feasibility of a serverless distributed file system deployed on an existing set of desktop PCs. In: SIGMETRICS, pp. 34-43 (2000)
14. Kondo, D., Javadi, B., Iosup, A., Epema, D.: The Failure Trace Archive: Enabling comparative analysis of failures in diverse distributed systems. In: CCGRID, pp. 1-10 (2010), Archive data available, http://fta.inria.fr
15. Avizienis, A., Laprie, J.C., Randell, B., Landwehr, C.E.: Basic concepts and taxonomy of dependable and secure computing. IEEE Trans. Dependable Sec. Comput. 1(1), 11-33 (2004)
16. Lin, T.T.Y., Siewiorek, D.P.: Error log analysis: statistical modeling and heuristic trend analysis. IEEE Trans. on Reliability 39, 419-432 (1990)
17. Gray, J.: Why do computers stop and what can be done about it? In: Symposium on Reliability in Distributed Software and Database Systems, pp. 3-12 (1986)
18. Aldrich, J.: R. A. Fisher and the making of maximum likelihood 1912-1922. Statistical Science 12(3), 162-176 (1997)
19. Gallet, M., Yigitbasi, N., Javadi, B., Kondo, D., Iosup, A., Epema, D.: A model for space-correlated failures in large-scale distributed systems. Tech.Rep. PDS-2010-001, TU Delft (2010), http://pds.twi.tudelft.nl/reports/2010/ PDS-2010-001.pdf