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ICAC
2006
IEEE
13 years 11 months ago
A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation
— Reinforcement Learning (RL) provides a promising new approach to systems performance management that differs radically from standard queuing-theoretic approaches making use of ...
Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mo...
DSOM
2003
Springer
13 years 11 months ago
Policy-Based Autonomic Storage Allocation
The goal of autonomic storage allocation is to achieve allocation of storage resources, their performance monitoring, and hotspot elimination by specifying comparatively high-leve...
Murthy V. Devarakonda, David M. Chess, Ian Whalley...
ITNG
2008
IEEE
14 years 4 days ago
Towards a Model Driven Autonomic Management System
— Distributed software environments are increasingly complex and difficult to manage, as they integrate various legacy software with specific management interfaces. Moreover, t...
Laurent Broto, Daniel Hagimont, Estella Annoni, Be...
HICSS
2003
IEEE
260views Biometrics» more  HICSS 2003»
13 years 11 months ago
Automating Land Management: An Interpretive Analysis of Information Technology Management within the Bureau of Land Management
Given societies’ massive investment in information technology and the potentially catastrophic consequences of IT failures, it is becoming increasingly critical to understand ho...
John C. Beachboard
ENTCS
2010
107views more  ENTCS 2010»
13 years 5 months ago
PobSAM: Policy-based Managing of Actors in Self-Adaptive Systems
In this paper, we present a formal model, named PobSAM (Policy-based Self-Adaptive Model), for modeling self-adaptive systems. In this model, policies are used as a mechanism to d...
Narges Khakpour, Saeed Jalili, Carolyn L. Talcott,...