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ATAL
2004
Springer
15 years 8 months ago
Resource Allocation in the Grid Using Reinforcement Learning
One of the main challenges in Grid computing is efficient allocation of resources (CPU-hours, network bandwidth, etc.) to the tasks submitted by users. Due to the lack of centrali...
Aram Galstyan, Karl Czajkowski, Kristina Lerman
HASE
2002
IEEE
15 years 8 months ago
On Decentralized Proactive Resource Allocation in Asynchronous Real-Time Distributed Systems
We present two classes of distributed algorithms called DRBA and DOBA, for decentralized, proactive resource allocation in asynchronous real-time distributed systems. The objectiv...
Tamir Hegazy, Binoy Ravindran
HPDC
2002
IEEE
15 years 8 months ago
QoS-Based Resource Discovery in Intermittently Available Environments
In this paper, we address the problem of resource discovery in a grid based multimedia environment, where the resources providers, i.e. servers, are intermittently available. Give...
Yun Huang, Nalini Venkatasubramanian
PERCOM
2007
ACM
16 years 2 months ago
Supporting Pluggable Configuration Algorithms in PCOM
Pervasive Computing envisions distributed applications that optimally leverage the resources present in their ever-changing execution environment. To ease the development of perva...
Marcus Handte, Klaus Herrmann, Gregor Schiele, Chr...
DEXAW
2003
IEEE
164views Database» more  DEXAW 2003»
15 years 8 months ago
Towards an Open Service Architecture for Data Mining on the Grid
Across a wide variety of fields, huge datasets are being collected and accumulated at a dramatical pace. The datasets addressed by individual applications are very often heteroge...
Peter Brezany, Jürgen Hofer, Alexander Wö...