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» Autonomous Computing Systems: A Proposed Roadmap
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ICDCSW
2003
IEEE
14 years 1 months ago
A Study of the Performance and Parameter Sensitivity of Adaptive Distributed Caching
A self-organized approach to manage a distributed proxy system called Adaptive Distributed Caching (ADC) has been proposed previously. We model each proxy as an autonomous agent th...
Markus J. Kaiser, Kwok Ching Tsui, Jiming Liu
CCGRID
2008
IEEE
13 years 10 months ago
Performance Optimization for Multi-agent Based Simulation in Grid Environments
Multi-agent based simulation (MABS) is a discrete event simulation technique used to study complex systems with entities having social and autonomous behavior. MABS applications a...
Dawit Mengistu, Peter Tröger
SASO
2008
IEEE
14 years 2 months ago
Spatial Self-Organization of Heterogeneous, Modular Architectures
Abstract— On the one hand, natural phenomena of spontaneous pattern formation are generally random and repetitive, whereas, on the other hand, complicated heterogeneous architect...
René Doursat
ICAC
2005
IEEE
14 years 1 months ago
Dynamic Black-Box Performance Model Estimation for Self-Tuning Regulators
Methods for automatically managing the performance of computing services must estimate a performance model of that service. This paper explores properties that are necessary for p...
Magnus Karlsson, Michele Covell
CHI
2011
ACM
12 years 11 months ago
Modeling users of intelligent systems
While many devices today increasingly have the ability to predict human activities, it is still difficult to build accurate personalized machine learning models. As users today wi...
Stephanie Rosenthal