Browsing by Author "DUSPARIC, IVANA"
Now showing items 1-7 of 7
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Autonomic management of large-scale critical infrastructures.
DUSPARIC, IVANA; CAHILL, VINNY; DUSPARIC, IVANA (IEEE, 2008)Critical Infrastructures include facilities, services and installations essential for the functioning of a society and economy. Such infrastructures are generally of a very large scale spanning cities, whole countries, ... -
Multi-policy optimization in decentralized autonomic systems (extended abstract).
DUSPARIC, IVANA; CAHILL, VINNY (2009)This paper addresses the challenge of multi-policy optimization in decentralized autonomic systems. We evaluate several multi-policy reinforcement learning-based optimization techniques in an urban traffic control ... -
A Pervasive Application Rights Management Architecture (PARMA) based on ODRL
DUSPARIC, IVANA (2004)Software license management is currently expanding from its traditional desktop environment into the mobile application space, but software vendors are still applying old licensing models to a platform where application ... -
Research issues in multiple policy optimization using collaborative reinforcement learning
DUSPARIC, IVANA; CAHILL, VINNY; DUSPARIC, IVANA (2007)Self-organizing techniques have successfully been used to optimize software systems, such as optimization of route stability in ad hoc network routing and optimization of the use of storage space or processing power using ... -
Self-Organising Algorithms for Residential Demand Response
CAHILL, VINNY; CLARKE, SIOBHAN; TAYLOR, ADAM; DUSPARIC, IVANA (IEEE, 2014)Residential Demand Response has shown promising results in smart grid applications. It can be achieved manually or autonomously. The variety of algorithms applied to achieve autonomous Demand Response have lacked a ... -
Using Distributed W-Learning for Multi-Policy Optimization in Decentralized Autonomic Systems
DUSPARIC, IVANA; CAHILL, VINNY (ACM, 2009)Distributed W-Learning (DWL) is a reinforcement learning-based algorithm for multi-policy optimization in agent-based systems. In this poster we propose the use of DWL for decentralized multi-policy optimization in autonomic ...