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Online scheduling of bounded length jobs to maximize throughput

Nguyen Kim, Thang; Lukasz, Jez; Dürr, Christoph (2012), Online scheduling of bounded length jobs to maximize throughput, Journal of Scheduling, 15, 5, p. 653-664. http://dx.doi.org/10.1007/s10951-011-0233-1

Type
Article accepté pour publication ou publié
External document link
http://arxiv.org/abs/0902.2209v3
Date
2012
Journal name
Journal of Scheduling
Volume
15
Number
5
Publisher
Springer
Pages
653-664
Publication identifier
http://dx.doi.org/10.1007/s10951-011-0233-1
Metadata
Show full item record
Author(s)
Nguyen Kim, Thang
Lukasz, Jez
Dürr, Christoph cc
Abstract (EN)
We consider an online scheduling problem, motivated by the issues present at the joints of networks using ATM and TCP/IP. Namely, IP packets have to be broken down into small ATM cells and sent out before their deadlines, but cells corresponding to different packets can be interwoven. More formally, we consider the online scheduling problem with preemptions, where each job j is revealed at release time r j , and has processing time p j , deadline d j , and weight w j . A preempted job can be resumed at any time. The goal is to maximize the total weight of all jobs completed on time. Our main results are as follows. Firstly, we prove that when the processing times of all jobs are at most k, the optimum deterministic competitive ratio is Θ(k/log k). Secondly, we give a deterministic algorithm with competitive ratio depending on the ratio between the smallest and the largest processing time of all jobs. In particular, it attains competitive ratio 5 in the case when all jobs have identical processing times, for which we give a lower bound of 2.598. The latter upper bound also yields an O(log k)-competitive randomized algorithm for the variant with processing times bounded by k.
Subjects / Keywords
Online algorithms; Competitive analysis; Preemption with resume; Online scheduling

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