The Case for Automated Planning in Autonomic Computing

The objective of this paper is two fold: (i) to motivate early adopters of AC, who are using procedural policies, and to consider automated planning and goal-type policies by highlighting their potential for self-management, and (ii) to foreground some of the challenges and research problems raised in adapting automated planning techniques to AC applications

[1]  Jim Blythe,et al.  An Overview of Planning Under Certainty , 1999, Artificial Intelligence Today.

[2]  Subbarao Kambhampati,et al.  Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning , 1995, Artif. Intell..

[3]  Paolo Traverso,et al.  Automated planning - theory and practice , 2004 .

[4]  Biplav Srivastava,et al.  A decision-support framework for component reuse and maintenance in software project management , 2004, Eighth European Conference on Software Maintenance and Reengineering, 2004. CSMR 2004. Proceedings..

[5]  Kun-Lung Wu,et al.  The CHAMPS system: change management with planning and scheduling , 2004, 2004 IEEE/IFIP Network Operations and Management Symposium (IEEE Cat. No.04CH37507).

[6]  Jana Koehler,et al.  Web Service Composition - Current Solutions and Open Problems , 2003 .

[7]  Alexandra Poulovassilis,et al.  An event-condition-action language for XML , 2002, WWW '02.

[8]  Yolanda Gil,et al.  The Role of Planning in Grid Computing , 2003, ICAPS.

[9]  Munindar P. Singh,et al.  An Event Algebra for Specifying and Scheduling Workflows , 1995, DASFAA.

[10]  Andrew Garland,et al.  Plan evaluation with incomplete action descriptions , 2002, AAAI/IAAI.

[11]  Jan Mendling Business Process Execution Language for Web Service (BPEL) , 2006 .

[12]  Biplav Srivastava,et al.  Managing the Life Cycle of Plans , 2005, AAAI.

[13]  Maria Fox,et al.  PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains , 2003, J. Artif. Intell. Res..

[14]  Biplav Srivastava,et al.  Bringing planning to autonomic applications with ABLE , 2004, International Conference on Autonomic Computing, 2004. Proceedings..

[15]  Daniel S. Weld Recent Advances in AI Planning , 1999, AI Mag..

[16]  Jeffrey O. Kephart,et al.  The Vision of Autonomic Computing , 2003, Computer.

[17]  Yixin Diao,et al.  ABLE: A toolkit for building multiagent autonomic systems , 2002, IBM Syst. J..

[18]  J. Christopher Beck,et al.  Scheduling Alternative Activities , 1999, AAAI/IAAI.