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Andrew Mutz and Rich Wolski (2008)

Efficient Auction-Based Grid Reservations using Dynamic Programming

In: SC’08 The International Conference for High Performance Computing, Networking, Storage and Analysis, Austin, TX.

Auction mechanisms have been proposed as a means to efficiently and fairly schedule jobs in high-performance computing environments. The Generalized Vickrey Auction has long been known to produce efficient allocations while exposing users to truth-revealing incentives, but the algorithms used to compute its payments can be computationally intractable. In this paper we present a novel implementation of the Generalized Vickrey Auction that uses dynamic programming to schedule jobs and compute payments in pseudo-polynomial time. Additionally, we have built a version of the PBS scheduler that uses this algorithm to schedule jobs, and in this paper we present the results of our tests using this scheduler.

by Charles Koelbel last modified 2009-09-17 11:00
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VGrADS Collaborators include:

Rice University UCSD UH UCSB UTK ISI UTK

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