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SASO
2007
IEEE
15 years 6 months ago
Shruti: A Self-Tuning Hierarchical Aggregation System
Current aggregation systems either have a single inbuilt aggregation mechanism or require applications to specify an aggregation policy a priori. It is hard to predict the read an...
Praveen Yalagandula, Michael Dahlin
IAT
2007
IEEE
15 years 6 months ago
Noise Tolerance in Reinforcement Learning Algorithms
This paper proposes a mechanism of noise tolerance for reinforcement learning algorithms. An adaptive agent that employs reinforcement learning algorithms may receive and accumula...
Richardson Ribeiro, Alessandro L. Koerich, Fabr&ia...
FMOODS
2007
15 years 1 months ago
A Probabilistic Formal Analysis Approach to Cross Layer Optimization in Distributed Embedded Systems
We present a novel approach, based on probabilistic formal methods, to developing cross-layer resource optimization policies for resource limited distributed systems. One objective...
Minyoung Kim, Mark-Oliver Stehr, Carolyn L. Talcot...
AAAI
2007
15 years 2 months ago
A Meta-learning Approach for Selecting between Response Automation Strategies in a Help-desk Domain
We present a corpus-based approach for the automation of help-desk responses to users’ email requests. Automation is performed on the basis of the similarity between a request a...
Yuval Marom, Ingrid Zukerman, Nathalie Japkowicz
PE
2007
Springer
112views Optimization» more  PE 2007»
14 years 11 months ago
Scheduling in polling systems
We present a simple mean value analysis (MVA) framework for analyzing the effect of scheduling within queues in classical asymmetric polling systems with gated or exhaustive serv...
Adam Wierman, Erik M. M. Winands, Onno J. Boxma