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https://doi.org/10.1109/ipdps....
Article . 2007 . Peer-reviewed
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Analysis of Scheduling Algorithms with Reservations

Authors: Eyraud-Dubois, Lionel; Mounié, Grégory; Trystram, Denis;

Analysis of Scheduling Algorithms with Reservations

Abstract

In this work, we analyze the problem of scheduling a set of independent jobs on a homogeneous parallel computer. This problem has been widely studied from both a theoretical perspective (complexity analysis, and predictability of scheduling algorithms) and practical side (schedulers in production systems). It is common for some processors of a cluster to become unavailable for a certain period of time corresponding to reservations. These reservations represent blocks of time and quantities of resources set asigned in advance for specific applications. We propose here to investigate the scheduling problem where there are restricted resource availabilities. Our main result is to provide a deep analysis for this problem (complexity, lower bounds and upper bounds) for several vari ants of list scheduling algorithms. More precisely, we show that the problem of scheduling with any reservations can not be approximated. This leads to the study of restricted versions of this problem where the amount of reservation is limited. Our analysis is based on an old bound of Graham for resource constraint list scheduling for which we propose a new simpler proof by considering the continuous version of this problem.

Country
France
Keywords

Reservations, Scheduling, List Scheduling, [INFO.INFO-DC] Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], Parallel Tasks, Cluster Computing, Reservations.

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Average
Top 10%
Top 10%
Green