DocumentCode
1941864
Title
A periodic symmetrically-initiated load balancing algorithm for distributed systems
Author
Benmohammed-Mahieddine, K. ; Dew, P.M. ; Kara, M.
Author_Institution
Sch. of Comput. Studies, Leeds Univ., UK
fYear
1994
fDate
21-24 Jun 1994
Firstpage
616
Lastpage
623
Abstract
The paper presents a new load balancing algorithm called Periodic Symmetrically-Initiated (PSI). It is symmetrically initiated and uses periodic polling of a single random node to acquire information about the system state. Its performance on a distributed system is compared to the following algorithms: Random, Sender, Receiver, and Symmetric. These algorithms have been evaluated by M. Livny (1984), where the terms Sender and Receiver are referred to as Forward and Reverse respectively. The algorithms´ performance under different variants to the system model is also studied to assess the sensitivity of the PSI algorithm to changes in the system attributes. This includes the communication bandwidth, the system size, the file system structure, and the workload model. The results of the study show that the PSI algorithm outperforms the existing algorithms and is robust over a range of system attributes
Keywords
distributed algorithms; performance evaluation; resource allocation; time-varying systems; PSI; Periodic Symmetrically-Initiated; Random; Receiver; Sender; Symmetric; communication bandwidth; distributed systems; file system structure; periodic polling; periodic symmetrically-initiated load balancing algorithm; single random node; system attributes; system model; system size; system state; workload model; Analytical models; Bandwidth; Computer science; Discrete event simulation; Distributed computing; File systems; Load management; Queueing analysis; Robustness; Virtual prototyping;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Computing Systems, 1994., Proceedings of the 14th International Conference on
Conference_Location
Pozman
Print_ISBN
0-8186-5840-1
Type
conf
DOI
10.1109/ICDCS.1994.302478
Filename
302478
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