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A comprehensive architecture for autonomic service management

Published: 14 January 2010 Publication History

Abstract

Service-Oriented Computing reveals features which are not commonly found in conventional computing paradigms; loose coupling, dynamism, black box, 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 comprehensive framework, for managing service faults in autonomous manner, called Symptom-Cause-Actuator Framework (SCAF). We first present a 5-phase process for autonomic service management. Then, we define functionality of SCAF and present the system architecture of the framework. Then, we propose formal reasoning system to diagnose services faults and actuate causes for the framework. The framework is not limited to providing a theoretical basis for service management, but it can be practically applied with current service-oriented architecture standards.

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Kephart, O. and Chess, M., The Vision of Autonomic Computing, IEEE Computer, IEEE Computer Society Press, Vol. 36, No. 1, pp. 41--50, January 2003.
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Nami, M. and Bertels, K., A Survey of Autonomic Computing Systems, In IEEE Proceedings of the Third International Conference on Autonomic and Autonomous Systems, pp.26, 2007.
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IBM Research Center, An architectural blueprint for autonomic computing, Fourth Edition, Autonomic Computing White Paper, IBM, June 2006.
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Menasce, D., Ruan, H, and Gomaa, H., QoS management in service-oriented architectures, Performance Evaluation, Elsevier, Vol. 64, pp. 646--663, 2007.
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Ardissono, L., et al., Cooperative Model-Based Diagnosis of Web Services, In Proceedings of the 16th International Workshop on Principles of Diagnosis (DX 2005), pp. 125--132, 2005.
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Ardissono, L., et al., Advanced Fault Analysis in Web Service Composition, In Proceedings of the 14th International Conference on World Wide Web (WWW 2005), pp. 1090--1091, 2005.
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Ross, M., Introduction to Probability Models, Ninth Edition, Academic Press, 2007.

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      cover image ACM Conferences
      ICUIMC '10: Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
      January 2010
      550 pages
      ISBN:9781605588933
      DOI:10.1145/2108616
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 14 January 2010

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      Author Tags

      1. autonomic computing
      2. service management
      3. service-oriented architecture

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