On the Distribution of Sequential Jobs in Random Brokering for Heterogeneous Computational Grids - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles IEEE Transactions on Parallel and Distributed Systems Year : 2006

On the Distribution of Sequential Jobs in Random Brokering for Heterogeneous Computational Grids

Abstract

Scheduling stochastic workloads is a difficult task. In order to design efficient scheduling algorithms for such workloads, it is required to have a good in-depth knowledge of basic random scheduling strategies. This paper analyzes the distribution of sequential jobs and the system behavior in heterogeneous computational grid environments where the brokering is done in such a way that each computing element has a probability to be chosen proportional to its number of CPUs and (new from the previous paper) its relative speed. We provide the asymptotic behavior for several metrics (queue sizes, slowdowns, etc.) or, in some cases, an approximation of this behavior. We study these metrics for a variety of workload configurations (load, distribution, etc.). We compare our probabilistic analysis to simulations in order to validate our results. These results provide a good understanding of the system behavior for each metric proposed. This will enable us to design advanced and efficient algorithms for more complex cases.
Not file

Dates and versions

inria-00000280 , version 1 (22-09-2005)

Identifiers

Cite

Vandy Berten, Joël Goossens, Emmanuel Jeannot. On the Distribution of Sequential Jobs in Random Brokering for Heterogeneous Computational Grids. IEEE Transactions on Parallel and Distributed Systems, 2006, 17 (2), pp.113--124. ⟨10.1109/TPDS.2006.27⟩. ⟨inria-00000280⟩
62 View
0 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More