12 search results - page 2 / 3 » Approximating Service Utility from Policies and Value Functi... |
146
Voted
IM
2007
15 years 5 months ago
2007
— We consider whether the off-line compilation of a set of Service Level Agreements (SLAs) into low-level management policies can lead to the runtime maximization of the overall ...
135
Voted
IM
2003
15 years 5 months ago
2003
: We present an architecture and prototype implementation of a performance management system for cluster-based web services. The system supports multiple classes of web services tr...
148
Voted
JAIR
1998
15 years 3 months ago
1998
This paper presents a general and efficient framework for probabilistic inference and learning from arbitrary uncertain information. It exploits the calculation properties of fini...
126
Voted
WWW
2007
ACM
16 years 4 months ago
2007
ACM
A key challenge for dynamic Web service selection is that Web services are typically highly configurable and service requesters often have dynamic preferences on service configura...
176
Voted
ESANN
2008
15 years 5 months ago
2008
In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...