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ATAL
2004
Springer
14 years 14 days 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
GRID
2007
Springer
14 years 1 months ago
Eliciting honest value information in a batch-queue environment
Abstract— Markets and auctions have been proposed as mechanisms for efficiently and fairly allocating resources in a number of different computational settings. Economic approac...
Andrew Mutz, Richard Wolski, John Brevik
SBACPAD
2005
IEEE
111views Hardware» more  SBACPAD 2005»
14 years 20 days ago
VRM: A Failure-Aware Grid Resource Management System
Abstract— For resource management in Grid environments, advance reservations turned out to be very useful and hence are supported by a variety of Grid toolkits. However, failure ...
Lars-Olof Burchard, César A. F. De Rose, Ha...
IPPS
2007
IEEE
14 years 1 months ago
Distributed Aggregation Algorithms with Load-Balancing for Scalable Grid Resource Monitoring
1 Scalable resource monitoring and discovery are essential to the planet-scale infrastructures such as Grids and PlanetLab. This paper proposes a scalable Grid monitoring architect...
Min Cai, Kai Hwang
SC
2005
ACM
14 years 19 days ago
DI-GRUBER: A Distributed Approach to Grid Resource Brokering
Managing usage service level agreements (USLAs) within environments that integrate participants and resources spanning multiple physical institutions is a challenging problem. Mai...
Catalin Dumitrescu, Ioan Raicu, Ian T. Foster