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» Learning to Predict User Operations for Adaptive Scheduling
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JSSPP
2007
Springer
14 years 2 months ago
A Self-optimized Job Scheduler for Heterogeneous Server Clusters
Heterogeneous clusters and grid infrastructures are becoming increasingly popular. In these computing infrastructures, machines have different resources, including memory sizes, d...
Elad Yom-Tov, Yariv Aridor
FOCS
1995
IEEE
14 years 5 hour ago
Tracking the Best Disjunction
Abstract. Littlestone developed a simple deterministic on-line learning algorithm for learning k-literal disjunctions. This algorithm (called Winnow) keeps one weight for each of t...
Peter Auer, Manfred K. Warmuth
ISLPED
2009
ACM
188views Hardware» more  ISLPED 2009»
14 years 3 months ago
Transaction-based adaptive dynamic voltage scaling for interactive applications
In an interactive embedded system, special task execution patterns and scheduling constraints exist due to frequent human-computer interactions. This paper proposes a transaction-...
Xia Zhao, Yao Guo, Xiangqun Chen
SASO
2007
IEEE
14 years 2 months ago
Leveraging Resource Prediction for Anticipatory Dynamic Configuration
Self-adapting systems based on multiple concurrent applications must decide how to allocate scarce resources to applications and how to set the quality parameters of each applicat...
Vahe Poladian, David Garlan, Mary Shaw, M. Satyana...
ASPLOS
2010
ACM
14 years 3 months ago
Request behavior variations
A large number of user requests execute (often concurrently) within a server system. A single request may exhibit fluctuating hardware characteristics (such as instruction comple...
Kai Shen