259 search results - page 6 / 52 » Resource Allocation in the Grid Using Reinforcement Learning |
ATAL
2004
Springer
14 years 26 days ago
2004
Springer
This paper presents a reinforcement learning algorithm used to allocate tasks to agents in an uncertain real-time environment. In such environment, tasks have to be analyzed and a...
CISSE
2007
Springer
14 years 1 months ago
2007
Springer
In an ad-hoc Grid environment where producers and consumers compete for providing and employing resources, trade handling in a fair and stable way is a challenging task. Dynamic ch...
AUSAI
2004
Springer
14 years 26 days ago
2004
Springer
In this paper, we propose a dynamic allocation method of basis functions, an Allocation/Elimination Gaussian Softmax Basis Function Network (AE-GSBFN), that is used in reinforcemen...
CCGRID
2008
IEEE
13 years 9 months ago
2008
IEEE
As the adoption of grid technology moves from science to industry, new requirements arise. In todays grid middlewares, the notion of paying for a job is a secondary requirement. In...
HPDC
2005
IEEE
14 years 1 months ago
2005
IEEE
The Resource Oriented Authorization Manager (ROAM) was created to provide a simple but flexible authorization system for the National Fusion Grid (FusionGrid). This system builds ...