DocumentCode
1319152
Title
On job assignment for a parallel system of processor sharing queues
Author
Bonomi, Flavio
Author_Institution
AT&T Bell Labs., Holmdel, NJ, USA
Volume
39
Issue
7
fYear
1990
fDate
7/1/1990 12:00:00 AM
Firstpage
858
Lastpage
869
Abstract
Two of the optimality criteria most commonly considered to compare job assignment policies, namely, the stochastic order and the average total completion time criterion, are discussed. It is shown that the latter, while being weaker than the former, still provides a useful criterion when policies are to be evaluated in terms of average performance measures such as the system average response time. Some of the most relevant results available in the literature on job assignment to parallel first come, first served (FCFS) servers are summarized. The assignment problem is discussed for a parallel system of processor sharing (PS) queues with exponential interarrival times and exponential and identical service requirements. The optimality of the join-the-shortcut-queue (JSQ) assignment policy for this case is proven. Feasible policies for general service time distribution are discussed. An approach allowing a meaningful comparison of servers in the perspective of job assignment is proposed. A comparison of the assignment problem for FCFS and PS parallel systems is presented.
Keywords
parallel processing; performance evaluation; queueing theory; scheduling; average total completion time criterion; job assignment; join-the-shortcut-queue; parallel system of processor sharing queues; performance measures; stochastic order; system average response time; Algorithm design and analysis; Central Processing Unit; Concurrent computing; Cost function; Delay; Load management; Processor scheduling; Queueing analysis; Robustness; Stochastic processes; System performance; Time measurement; Time sharing computer systems;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/12.55688
Filename
55688
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