Automation of system monitoring based on fuzzy logic or rules;Comparison of two designed approaches with regard to computational infrastructures

作     者：Funika, Wlodzimierz Szura, Filip Kitowski, Jacek 

作者机构：AGH University of Science and Technology ACC Cyfronet AGH ul. Nawojki 11 30-950 Kraków Poland AGH University of Science and Technology Faculty of Electrical Engineering Automatics Computer Science and Electronics Department of Computer Science al. Mickiewicza 30 30-059 Kraków Poland 

出 版 物：《Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)》 (Lect. Notes Comput. Sci.)

年 卷 期：2012年第7136 LNCS卷

页      面：142-156页

核心收录：

主　　题：Fuzzy logic 

摘      要：This paper is focused on monitoring automation of distributed systems. In the presented research, AI-based approaches to distributed monitoring related to large distributed systems such as grids, were explored. In both presented concepts knowledge is used to make decisions regarding management actions, using rules and fuzzy logic. The first concept is an agent-less rule-based solution, implemented in a high-level monitoring system called Saude-Net. It allows to define actions for monitored resources, using a kind of expert system. The second solution, which exploits agents and fuzzy logic, is realized in a system called SAMM Compliant Agent. Both presented systems are capable of reacting to observed failures and of modifying their knowledge to better fit possible problems with resources. We also present a short comparison of the two concepts, and an analysis of their usage. © 2012 Springer-Verlag Berlin Heidelberg.