DocumentCode
2265543
Title
Autonomies in policy based network management
Author
Siddiqui, Muhammad Shoaib ; Hong, Choong Seon ; Choi, Mi-Jung
fYear
2012
fDate
16-20 April 2012
Firstpage
1179
Lastpage
1182
Abstract
In this paper, we have devised a reinforcement learning algorithm, which helps in enabling autonomic control loops in Policy based Autonomic Network Management (PBANM). We have proposed two autonomic control loops for optimal configuration and policy optimization in PBANM system. Simulations are performed to validate our proposal.
Keywords
computer network management; fault tolerant computing; learning (artificial intelligence); PBANM system; autonomic control loops; optimal configuration; policy based autonomic network management; policy optimization; reinforcement learning algorithm; Conferences; Internet; autonomic network management; policy based network management; reinforcement learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Operations and Management Symposium (NOMS), 2012 IEEE
Conference_Location
Maui, HI
ISSN
1542-1201
Print_ISBN
978-1-4673-0267-8
Electronic_ISBN
1542-1201
Type
conf
DOI
10.1109/NOMS.2012.6212046
Filename
6212046
Link To Document