259 search results - page 3 / 52 » Resource Allocation in the Grid Using Reinforcement Learning |
ATAL
2007
Springer
14 years 1 months ago
2007
Springer
Categories and Subject Descriptors Artificial Intelligence Distributed Artificial Intelligence General Terms Keywords
AUSAI
2005
Springer
14 years 1 months ago
2005
Springer
: In order to scale to problems with large or continuous state-spaces, reinforcement learning algorithms need to be combined with function approximation techniques. The majority of...
AUSAI
2005
Springer
14 years 1 months ago
2005
Springer
This paper addresses the problem of scheduling jobs in soft real-time systems, where the utility of completing each job decreases over time. We present a utility-based framework fo...
CCGRID
2006
IEEE
14 years 1 months ago
2006
IEEE
Market-based resource management is becoming an emerging issue as the utilization of Grid computing is growing rapidly, particularly in the business field. In this paper, we prov...
GRID
2006
Springer
13 years 7 months ago
2006
Springer
Grid computing involves the transparent sharing of computational resources of many types by users across large geographic distances. The altruistic nature of many current grid reso...