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ATAL
2009
Springer
15 years 8 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
135
Voted
IPPS
2010
IEEE
14 years 11 months ago
Robust resource allocation of DAGs in a heterogeneous multicore system
In this study, we consider an environment composed of a heterogeneous cluster of multicore-based machines used to analyze satellite images. The workload involves large data sets, a...
Luis D. Briceo, Jay Smith, Howard Jay Siegel, Anth...
IPPS
2009
IEEE
15 years 8 months ago
A global scheduling framework for virtualization environments
Abstract—A premier goal of resource allocators in virtualization environments is to control the relative resource consumption of the different virtual machines, and moreover, to ...
Yoav Etsion, Tal Ben-Nun, Dror G. Feitelson
GECON
2007
Springer
81views Business» more  GECON 2007»
15 years 8 months ago
Prediction-Based Enforcement of Performance Contracts
Grid computing platforms require automated and distributed resource allocation with controllable quality-of-service (QoS). Market-based allocation these features using the compleme...
Thomas Sandholm, Kevin Lai
101
Voted
EUROPAR
2003
Springer
15 years 7 months ago
Exploring the Catallactic Coordination Approach for Peer-to-Peer Systems
Efficient discovery and resource allocation is one of the challenges of current Peer-to-Peer systems. In centralized approaches, the user requests can be matched to the fastest, ch...
Oscar Ardaiz, Pau Artigas, Torsten Eymann, Felix F...