Simulating autonomic SLA enactment in clouds using case based reasoning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6481 LNCS, Issue , 2010, Pages 25-36

  Maurer, Michael ^a   Brandic, Ivona ^a   Sakellariou, Rizos ^b  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

Autonomic Computing; Case Based Reasoning; Cloud Computing; Knowledge Management; Resource Management; Service Level Agreement

Indexed keywords

AUTONOMIC COMPUTING; CLOUD COMPUTING; CLOUD INFRASTRUCTURES; CLOUD PROVIDERS; CONTROL CYCLES; MANAGEMENT TECHNIQUES; RESOURCE MANAGEMENT; RESOURCE USAGE; SERVICE LEVEL AGREEMENTS; SIMULATION ENGINE; VIRTUAL MACHINES; AUTONOMIC MANAGERS; CASEBASED REASONINGS (CBR); EFFICIENT ALLOCATIONS;

COMPUTER SYSTEMS; DECISION MAKING; INTERNET; KNOWLEDGE MANAGEMENT; NATURAL RESOURCES MANAGEMENT; PROFITABILITY; QUALITY OF SERVICE; RESOURCE ALLOCATION; WEB SERVICES; CLOUD COMPUTING; ENGINES;

CASE BASED REASONING;

EID: 78650851129     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17694-4_3     Document Type: Conference Paper

References (22)

1. (DLV) - The DLV Project - A Disjunctive Datalog System, http://www.dbai.tuwien.ac.at/proj/dlv/
2. Drools, http://www.drools.org
3. (FOSII) - Foundations of Self-governing ICT Infrastructures, http://www.infosys.tuwien.ac.at/linksites/fosii
4. FreeCBR, http://freecbr.sourceforge.net/
5. IT-Tude: SLA monitoring and evaluation, http://www.it-tude.com/sla- monitoring-evaluation.html
6. SLA@SOI, http://sla-at-soi.eu/
7. Application Performance Management in Virtualized Server Environments (2006), http://dx.doi.org/10.1109/NOMS.2006.1687567
8. Aamodt, A., Plaza, E.: Case-based reasoning: Foundational Issues, Methodological Variations, and System Approaches (1994)
9. Bahati, R.M., Bauer, M.A.: Adapting to run-time changes in policies driving autonomic management. In: ICAS 2008: Proceedings of the 4th Int. Conf. on Autonomic and Autonomous Systems. IEEE Computer Society, Washington (2008)
10. Bichler, M., Setzer, T., Speitkamp, B.: Capacity Planning for Virtualized Servers. Presented at Workshop on Information Technologies and Systems (WITS), Milwaukee, Wisconsin, USA (2006)
11. Brandic, I.: Towards self-manageable cloud services. In: Ahamed, S.I., et al. (eds.) COMPSAC (2), pp. 128-133. IEEE Computer Society, Los Alamitos (2009)
12. Emeakaroha, V.C., Brandic, I.: Maurer, M., Dustdar, S.: Low level metrics to high level SLAs - LoM2HiS framework: Bridging the gap between monitored metrics and SLA parameters in cloud environments. In: The 2010 High Performance Computing and Simulation Conference in conjunction with IWCMC 2010, Caen, France (2010)
13. Hefke, M.: A framework for the successful introduction of KM using CBR and semantic web technologies. Journal of Universal Computer Science 10(6) (2004)
14. Huebscher, M.C., McCann, J.A.: A survey of autonomic computing - degrees, models, and applications. ACM Comput. Surv. 40(3), 1-28 (2008)
15. Jacob, B., Lanyon-Hogg, R., Nadgir, D.K., Yassin, A.F.: A practical guide to the IBM Autonomic Computing toolkit. IBM Redbooks (2004)
16. Karp, R.M.: Reducibility among combinatorial problems. In: Miller, R.E., Thatcher, J.W. (eds.) Complexity of Computer Computations: Proc. of a Symp. on the Complexity of Computer Computations, pp. 85-103. Plenum Press, New York (1972)
17. Khargharia, B., Hariri, S., Yousif, M.S.: Autonomic Power and Performance Management for Computing Systems. Cluster Computing 11(2), 167-181 (2008)
18. Koumoutsos, G., Denazis, S., Thramboulidis, K.: SLA e-negotiations, enforcement and management in an autonomic environment. Modelling Autonomic Communications Environments, pp. 120-125 (2008)
19. Maurer, M., Brandic, I., Emeakaroha, V.C., Dustdar, S.: Towards knowledge management in self-adaptable clouds. In: IEEE 2010 Fourth International Workshop of Software Engineering for Adaptive Service-Oriented Systems, Miami, USA (2010)
20. Paschke, A., Bichler, M.: Knowledge representation concepts for automated SLA management. Decision Support Systems 46(1), 187-205 (2008)
21. Petrucci, V., Loques, O., Mossé, D.: A dynamic optimization model for power and performance management of virtualized clusters. In: e-Energy 2010: Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking, pp. 225-233. ACM, New York (2010)
22. Wood, T., Shenoy, P., Venkataramani, A., Yousif, M.: Sandpiper: Black-box and gray-box resource management for virtual machines. Computer Networks 53(17), 2923-2938 (2009)