Abstract
The scheduling service is an important component of large scale computing environments. In this paper, we take a local and grid-wise look at the scheduling problem. First an advance backfilling algorithm based on the job square with a wide job priority is presented. Experimental results show that the priority scheduler reduces the mean waiting time to an extent that depends on the proportion of narrow jobs within a workload. Subsequently, we consider a load sharing technique that selects the site in the Grid that is executing the least number of jobs of similar size as that of the current job. The adaptive sharing scheme offers significant benefits in terms of the average weighted waiting time.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ernemann, C., Hamscher, V., Schwiegelshohn, U., Streit, A., Yahyapour, R.: On Advantages of Grid Computing for Parallel Job Scheduling. In: Proc. of 2nd IEEE Int’l Symposium on Cluster Computing and the Grid (CC-GRID 2002), Berlin, Germany, pp. 39–46. IEEE Computer Society Press, Los Alamitos (2002)
Ernemann, C., Hamscher, V., Yahyapour, R.: Benefits of global grid computing for job scheduling. In: Proc. of 5th IEEE/ACM Int’l Workshop on Grid Computing, in Conjunction with SuperComputing, GRID 2004, pp. 374–379. IEEE Computer Society, Los Alamitos (2004)
Feitelson, D.G.: Packing Schemes for Gang Scheduling. In: Feitelson, D.G., Rudolph, L. (eds.) JSSPP 1996. LNCS, vol. 1162, pp. 89–110. Springer, Heidelberg (1996)
Feitelson, D.G., Rudolph, L., Schweigelshohn, U., Sevcik, K.C., Wong, P.: Theory and Practice in Parallel Job Scheduling. In: Feitelson, D.G., Rudolph, L. (eds.) IPPS-WS 1997 and JSSPP 1997. LNCS, vol. 1291, pp. 1–34. Springer, Heidelberg (1997)
Feitelson, D.G.: Metric and Workload Effects on Computer Systems Evaluation. IEEE Computer 36(9), 18–25 (2003)
Lawson, B.G., Smirni, E.: Multiple-Queue Backfilling Scheduling with Priorities and Reservations for Parallel Systems. In: Feitelson, D.G., Rudolph, L., Schwiegelshohn, U. (eds.) JSSPP 2002. LNCS, vol. 2537, pp. 72–87. Springer, Heidelberg (2002)
Lifka, D.: The ANL/IBM SP Scheduling System. In: Feitelson, D.G., Rudolph, L. (eds.) JSSPP 1995. LNCS, vol. 949, pp. 295–303. Springer, Heidelberg (1995)
Lo, V., Mache, J., Windisch, K.: A Comparative Study of Real Workload Traces and Synthetic Workload Models for Parallel Job Scheduling. In: Feitelson, D.G., Rudolph, L. (eds.) JSSPP 1998. LNCS, vol. 1459, p. 25. Springer, Heidelberg (1998)
Mu’alem, A.W., Feitelson, D.G.: Utilization, Predictability, Workloads, and User Runtime Estimates in Scheduling the IBM SP2 with Backfilling. IEEE Trans. Parallel & Distributed Systems 12(6), 529–543 (2001)
Perkovic, D., Keleher, P.J.: Randomization, Speculation, and Adaptation in Batch Schedulers. In: Proceedings of Supercomputing 2000 (November 2000)
Schwiegelshohn, U., Yahyapour, R.: Analysis of First-Come-First-Serve Parallel Job Scheduling. In: Proc. of 9th SIAM Symposium on Discrete Algorithms, pp. 629–638 (1998)
Snell, Q.O., Clement, M.J., Jackson, D.B.: Preemption Based Backfill. In: Feitelson, D.G., Rudolph, L., Schwiegelshohn, U. (eds.) JSSPP 2002. LNCS, vol. 2537, pp. 24–37. Springer, Heidelberg (2002)
Srinivasan, S., Kettimuthu, R., Subramani, V., Sadayappan, P.: Characterization of Backfilling Strategies for Parallel Job Scheduling. In: Proceedings of 2002 Intl. Workshops on Parallel Processing (2002)
Talby, D., Feitelson, D.G.: Supporting Priorities and Improving Utilization of the IBM SP Scheduler Using Slack-Based Backfilling. In: Proc. of 13th Int’l Parallel Processing Symp., pp. 513–517 (1999)
Tan, L., Tari, Z.: Dynamic Task Assignment in Server Farm: Better Performance by Task Grouping. In: Proc. of IEEE Computers and Communication, pp. 175–180 (2002)
Tari, Z., Broberg, J., Zomaya, A.Y., Baldoni, R.: A least flow-time first load sharing approach for distributed server farm. Journal of Parallel and Distributed Computing 65(7), 832–842 (2005)
Yue, J.: Global Backfilling Scheduling in Multiclusters. In: Manandhar, S., Austin, J., Desai, U., Oyanagi, Y., Talukder, A.K. (eds.) AACC 2004. LNCS, vol. 3285, pp. 232–239. Springer, Heidelberg (2004)
Zotkin, D., Keleher, P.J.: Job-Length Estimation and Performance in Backfilling Schedulers. In: Proc. of 8th Int’l Symp. High-Performance Distributed Computing, pp. 39–46. IEEE CS Press, Los Alamitos (1999)
Parallel Workloads Archive, http://www.cs.huji.ac.il/labs/parallel/workload/
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lee, H., Lee, D., Ramakrishna, R.S. (2006). An Enhanced Grid Scheduling with Job Priority and Equitable Interval Job Distribution. In: Chung, YC., Moreira, J.E. (eds) Advances in Grid and Pervasive Computing. GPC 2006. Lecture Notes in Computer Science, vol 3947. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11745693_6
Download citation
DOI: https://doi.org/10.1007/11745693_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-33809-3
Online ISBN: 978-3-540-33810-9
eBook Packages: Computer ScienceComputer Science (R0)