Dynamic resource allocation in computing clouds through distributed Multiple Criteria Decision Analysis

Simple item page
dc.contributor.authorYazır, Yağız Onat
dc.contributor.authorMatthews, Chris
dc.contributor.authorFarahbod, Roozbeh
dc.contributor.authorGuitouni, Adel
dc.contributor.authorNeville, Stephen
dc.contributor.authorGanti, Sudhakar
dc.contributor.authorCoady, Yvonne
dc.date.accessioned2010-04-01T00:01:36Z
dc.date.available2010-04-01T00:01:36Z
dc.date.copyright2010en
dc.date.issued2010-04-01T00:01:36Z
dc.description.abstractIn computing clouds, it is desirable to avoid wasting resources as a result of under-utilization and to avoid lengthy response times as a result of over-utilization. In this paper, we propose a new approach for dynamic autonomous resource management in computing clouds. The main contribution of this work is two-fold. First, we adopt a distributed architecture where resource management is decomposed into independent tasks, each of which is performed by Autonomous Node Agents that are tightly coupled with the physical machines in a data center. Second, the Autonomous Node Agents carry out configurations in parallel through Multiple Criteria Decision Analysis using the PROMETHEE method. Simulation results show that the proposed approach is promising in terms of scalability, feasibility and flexibility.en
dc.identifier.urihttp://hdl.handle.net/1828/2420
dc.language.isoenen
dc.relation.ispartofseriesDCS-334-IRen
dc.titleDynamic resource allocation in computing clouds through distributed Multiple Criteria Decision Analysisen
dc.typeTechnical Reporten

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
cloud2010.pdf
Size:
1.93 MB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.83 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Technical Reports (Computer Science)
Faculty Publications (Engineering and Computer Science)
 
University of Victoria Libraries

We acknowledge and respect the Lək̓ʷəŋən (Songhees and Esquimalt) Peoples on whose territory the university stands, and the Lək̓ʷəŋən and W̱SÁNEĆ Peoples whose historical relationships with the land continue to this day.