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Efficient resource allocation and power saving in multi-tiered systems

10 years 3 months ago
Efficient resource allocation and power saving in multi-tiered systems
In this paper, we present Fastrack, a parameter-free algorithm for dynamic resource provisioning that uses simple statistics to promptly distill information about changes in workload burstiness. This information, coupled with the application's end-toend response times and system bottleneck characteristics, guide resource allocation that shows to be very effective under a broad variety of burstiness profiles and bottleneck scenarios. Categories and Subject Descriptors C.4 [PERFORMANCE OF SYSTEMS]: Reliability, availability, and serviceability; H.3.4 [INFORMATION STORAGE AND RETRIEVAL]: Systems and Software--Performance evaluation (efficiency and effectiveness) General Terms Algorithms, Performance Keywords Resource Allocation, Burstiness, Multi-tiered Systems
Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherka
Added 06 Dec 2010
Updated 06 Dec 2010
Type Conference
Year 2010
Where WWW
Authors Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
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