DocumentCode
2041915
Title
A new analytical method for parallel, diffusion-type load balancing
Author
Berenbrink, Petra ; Friedetzky, Tom ; Hu, Zengjian
Author_Institution
Sch. of Comput. Sci., Simon Fraser Univ., Burnaby, BC
fYear
2006
fDate
25-29 April 2006
Abstract
We propose a new proof technique which can be used to analyze many parallel load balancing algorithms. The technique is designed to handle concurrent load balancing actions, which are often the main obstacle in the analysis. We demonstrate the usefulness of the approach by analyzing various natural diffusion-type protocols. Our results are similar to, or better than, previously existing ones, while our proofs are much easier. The key idea is to first sequentialize the original, concurrent load transfers, analyze this new, sequential system, and then to bound the gap between both
Keywords
concurrency control; parallel algorithms; resource allocation; concurrent load balancing; diffusion-type load balancing; parallel load balancing algorithms; Algorithm design and analysis; Computer science; Concurrent computing; Drives; Load management; Protocols;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Symposium, 2006. IPDPS 2006. 20th International
Conference_Location
Rhodes Island
Print_ISBN
1-4244-0054-6
Type
conf
DOI
10.1109/IPDPS.2006.1639292
Filename
1639292
Link To Document