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ICAC
2009
IEEE
8 years 8 months ago
Using distributed w-learning for multi-policy optimization in decentralized autonomic systems
Distributed W-Learning (DWL) is a reinforcement learningbased algorithm for multi-policy optimization in agent-based systems. In this poster we propose the use of DWL for decentra...
Ivana Dusparic, Vinny Cahill
WIAS
2010
152views more  WIAS 2010»
8 years 8 months ago
Towards a systematic approach for designing autonomic systems
An autonomic system is a system capable of managing itself and adjusting its actions in the face of environmental changes. Autonomic systems are currently developed using ad-hoc ap...
Walamitien H. Oyenan, Scott A. DeLoach
SAC
2008
ACM
8 years 9 months ago
A reusable object-oriented design to support self-testable autonomic software
As the enabling technologies of autonomic computing continue to advance, it is imperative for researchers to exchange the details of their proposed techniques for designing, devel...
Tariq M. King, Alain E. Ramirez, Peter J. Clarke, ...
JCP
2007
104views more  JCP 2007»
8 years 10 months ago
An Integrated Self-Testing Framework for Autonomic Computing Systems
Abstract— As the technologies of autonomic computing become more prevalent, it is essential to develop methodologies for testing their dynamic self-management operations. Self-ma...
Tariq M. King, Alain E. Ramirez, Rodolfo Cruz, Pet...
GECCO
2008
Springer
182views Optimization» more  GECCO 2008»
8 years 11 months ago
Avida-MDE: a digital evolution approach to generating models of adaptive software behavior
Increasingly, high-assurance applications rely on autonomic systems to respond to changes in their environment. The inherent uncertainty present in the environment of autonomic sy...
Heather Goldsby, Betty H. C. Cheng
ATC
2008
Springer
9 years 7 days ago
Scheduling for Reliable Execution in Autonomic Systems
Abstract. Scheduling the execution of multiple concurrent tasks on shared resources such as CPUs and network links is essential to ensuring the reliable operation of many autonomic...
Terry Tidwell, Robert Glaubius, Christopher D. Gil...
ACMSE
2008
ACM
9 years 8 days ago
A self-testing autonomic job scheduler
Although researchers have been exchanging ideas on the design and development of autonomic systems, there has been little emphasis on validation. In an effort to stimulate interes...
Alain E. Ramirez, Barbara Quinones-Morales, Tariq ...
ICAS
2009
IEEE
103views Robotics» more  ICAS 2009»
9 years 2 months ago
A Sensor-Based Approach to Symptom Recognition for Autonomic Systems
The increased complexity of today's distributed, composite, Web-based systems presents difficult and unique systems management problems. The way these systems interact, and th...
Jeffery Li, Patrick Martin, Wendy Powley, Kirk Wil...
IEEEAMS
2003
IEEE
9 years 3 months ago
Kinesthetics eXtreme: An External Infrastructure for Monitoring Distributed Legacy Systems
Autonomic computing – self-configuring, self-healing, self-optimizing applications, systems and networks – is widely believed to be a promising solution to everincreasing syst...
Gail E. Kaiser, Janak J. Parekh, Philip Gross, Giu...
GCC
2004
Springer
9 years 3 months ago
Evaluation Issues in Autonomic Computing
Autonomic Computing is a concept that brings together many fields of computing with the purpose of creating computing systems that are reflective and self-adaptive. In this paper ...
Julie A. McCann, Markus C. Huebscher
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