Sciweavers

528 search results - page 22 / 106
» An Autonomous Learning Algorithm of Resource Allocating Netw...
Sort
View
106
Voted
CCGRID
2005
IEEE
15 years 7 months ago
n-Cycle: a set of algorithms for task distribution on a commodity grid
— The global internet is rich in commodity resources but scarce in specialized resources. We argue that a grid framework can achieve better performance if it separates management...
Ladislau Bölöni, Damla Turgut, Dan C. Ma...
ATAL
2006
Springer
15 years 5 months ago
Adaptive distributed resource allocation and diagnostics using cooperative information-sharing strategies
A major challenge in efficiently solving distributed resource allocation problems is to cope with the dynamic state changes that characterise such systems. An effective solution t...
Partha Sarathi Dutta, Nicholas R. Jennings, Luc Mo...
IAT
2007
IEEE
15 years 8 months ago
A Study of an Approach to the Collective Iterative Task Allocation Problem
A major challenge in the field of Multi-Agent Systems is to enable autonomous agents to allocate tasks efficiently. This paper extends previous work on an approach to the collec...
Christian Guttmann, Iyad Rahwan, Michael P. George...
IWNAS
2008
IEEE
15 years 8 months ago
Storage Aware Resource Allocation for Grid Data Streaming Pipelines
Data streaming applications, usually composed with sequential/parallel tasks in a data pipeline form, bring new challenges to task scheduling and resource allocation in grid envir...
Wen Zhang, Junwei Cao, Yisheng Zhong, Lianchen Liu...
CORR
2010
Springer
175views Education» more  CORR 2010»
14 years 8 months ago
On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards
We consider a combinatorial generalization of the classical multi-armed bandit problem that is defined as follows. There is a given bipartite graph of M users and N M resources. F...
Yi Gai, Bhaskar Krishnamachari, Mingyan Liu