Title :
An Engineering Process for Autonomous Fault Management in Service-Oriented Systems
Author :
Cheun, Du Wan ; Kim, Soo Dong
Author_Institution :
Dept. of Comput. Sci., Soongsil Univ., Seoul, South Korea
Abstract :
Service-Oriented Computing reveals features which are not commonly found in conventional computing paradigms; loose coupling, dynamism, blackbox, evolvability, and heterogeneity. These features make diagnosing and healing faults found in deployed services and service-related elements more challenging than managing conventional systems. Hence, service-oriented systems management often results in problems of increased cost/effort, decreased effectiveness, and irresolvable service faults. Applying key disciplines of autonomic computing to services management would effectively resolve these problems and automate the task. This paper presents a process for managing faults in autonomous manner. We define a whole life-cycle process for managing faults in SOA and the essential artifacts of each phase. Then, we present instructions for carry out each phase. Especially, we propose methods for fault diagnosis and reasoning knowledgebase updates by learning mechanism in detail. The process is not limited to providing a theoretical basis for service management, but it can be practically applied with current service-oriented architecture standards.
Keywords :
fault tolerant computing; learning (artificial intelligence); software architecture; SOA; autonomic computing; autonomous fault management; engineering process; fault diagnosis; knowledge base reasoning; learning mechanism; life cycle process; service oriented architecture; service oriented computing; services management; Actuators; Cognition; Fault diagnosis; Monitoring; Quality of service; Semiconductor optical amplifiers; Service oriented architecture; Fault Diagnosis; Fault Management; Service Management; Service-Oriented Architecture (SOA);
Conference_Titel :
Computer and Information Science (ICIS), 2010 IEEE/ACIS 9th International Conference on
Conference_Location :
Yamagata
Print_ISBN :
978-1-4244-8198-9
DOI :
10.1109/ICIS.2010.72