Distributed resource allocation strategies for achieving quality of service in server clusters
2006 (English)In: PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, 2006, 1990-1995 p.Conference paper (Refereed)
We investigate the resource allocation problem for large-scale server clusters with quality-of-service objectives, where key functions are decentralized. Specifically, the optimal service selection is posed as a discrete utility maximization problem that reflects management objectives and resource constraints. We develop an efficient centralized algorithm that solves this problem, and we propose three suboptimal schemes that operate with local information. The performance of the suboptimal schemes is evaluated in simulations, both under idealized conditions and in a full-scale system simulator.
Place, publisher, year, edition, pages
2006. 1990-1995 p.
, IEEE Conference on Decision and Control, ISSN 0191-2216
IdentifiersURN: urn:nbn:se:kth:diva-26549ISI: 000252251604035ScopusID: 2-s2.0-39649120764OAI: oai:DiVA.org:kth-26549DiVA: diva2:385442
45th IEEE Conference on Decision and Control San Diego, CA, DEC 13-15, 2006
QC 201101112011-01-112010-11-252011-01-11Bibliographically approved