Resource brokering in grid environments using evolutionary algorithms

Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, as part of the 24th IASTED International Multi-Conference on APPLIED INFORMATICS

Volumn 2006, Issue , 2006, Pages 23-28

  Süss, Wolfgang ^a   Jakob, Wilfried ^a   Quinte, Alexander ^a   Stucky, Karl Uwe ^a  

^a KARLSRUHE INSTITUTE OF TECHNOLOGY   (Germany)

Author keywords

Evolutionary algorithms; Grid computing; Optimisation; Resource broker

Indexed keywords

DISTRIBUTED COMPUTER SYSTEMS; EVOLUTIONARY ALGORITHMS; GLOBAL OPTIMIZATION; RAPID PROTOTYPING; RESOURCE ALLOCATION;

GLOBAL OPTIMISING RESOURCE BROKER (GORBA); GRID SYSTEM; RESOURCE BROKERS; RESOURCE MANAGEMENT SYSTEM;

GRID COMPUTING;

EID: 34047161897     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. Hovestadt, M., Kao, O., Keller, A., and Streit, A.: Scheduling in HPC Resource Management Systems: Queuing vs. Planning. Proceedings of the 9th Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP) at GGF8, Seattle, WA, USA, June 24, 2003, LNCS 2862, pages 1-20
2. Foster, I., Roy, A., Sande, V.: A Quality of Service Architecture that Combines Reservation and Application Adaption. Proc. of the 8th Intern. Workshop on Quality of Service, 2000.
3. Hamscher, V., Schwiegelshohn, U., Streit, A., Yahyapour, R.: Evaluation of Job-Scheduling Strategies for Grid Computing. Proceedings of 1st IEEE/ACM International Workshop on Grid Computing (Grid 2000) at 7th International Conference on High Performance Computing (HiPC-2000), Bangalore, India, LNCS 1971, pp. 191-202.
4. Moreno, R. A.: Job Scheduling and Resource Management Techniques in Dynamic Grid Environments. 2002.
5. Fellows, D. K.: Abstraction of Resource Broker Interface. Deliverable D 2.4a/UoM, University of Manchester, 2002
6. Buyya, R.: Economic-based Distributed Resource Management and Scheduling for Grid Computing. Ph.D. Thesis, Monash University, Melbourne, Australia, 12. April 2002.
7. Roy, A., Livny, M.: Condor and Preemptive Resume Scheduling. Published in Grid Resource Management: State of the Art and Future Trends, Fall 2003, pages 135-144, Edited by Jarek Nabrzyski, Jennifer M. Schopf and Jan Weglarz, published by Kluwer Academic Publisher.
8. Abraham, A., Buyya, R., Nath, B.: Nature's Heuristics for Scheduling Jobs on Computational Grids. International Conference on Advanced Computing and Communications, 2000
9. Jakob, W.: HyGLEAM - An Approach to Generally Applicable Hybridization of Evolutionary Algorithms. In: Merelo, J.J., et. al. (eds.): Proceedings of PPSN VII, Lecture Notes in Computer Science, Vol. 2439. Springer-Verlag, Berlin Heidelberg New York (2002) 527-536
10. Jakob, W.: Eine neue Methodik zur Erhöhung der Leistungsfähigkeit Evolutionärer Algorithmen durch die Integration lokaler Suchverfahren. Ph.D. Thesis, FZKA 6965, University of Karlsruhe (in German) (2004), see also: www.iai.fzk.de/~jakob/HyGLEAM/
11. l1. Blume, C.: GLEAM - A System for Intuitive Learning. In: Schwefel, H.P., Männer, R. (eds): Conf. Proc. of PPSN I. LNCS 496, Springer Verlag, Berlin (1990) 48-54
12. Blume, C., Jakob, W.; GLEAM - An Evolutionary Algorithm for Planning and Control Based on Evolution Strategy. In: Cantú-Paz, E. (ed): GECCO - 2002, Vol. Late Breaking Papers (2002) 31-38
13. Rosenbrock, H.H.: An Automatic Method for Finding the Greatest or Least Value of a Function. The Computer Journal, 3 (1960) 175-184
14. Box, M.J.: A New Method of Constrained Optimization and a Comparison with Other Methods. The Computer Journal, 8 (1965) 42-52
15. Schwefel, H.-P.: Evolution and Optimum Seeking. John Wiley & Sons, New York (1995)
16. Blume, C., Gerbe, M.: Deutliche Senkung der Produktionskosten durch Optimierung des Ressourceneinsatzes. atp 36, 5/94, Oldenbourg Verlag, München (in German) (1994) 25-29
17. Halstenberg, S.; Stucky, K.U.; Süss, W.: A grid environment for simulation and optimization and a first implementation of a biomedical application. Proceedings of the OTM 2004 Workshops, Agia Napa, CY, October 25-29, 2004 Berlin, Springer, 2004, S.59-67 (LNCS 3292) ISBN 3-540-23662-7
18. Fischer, L. (Ed.): Workflow Handbook 2001, ISBN 0-9703509-0-2
19. http://www.globus.org
20. Hoheisel, A.: Grid Application Definition Language GADL 0.2. Internal Report, FhG FIRST, Berlin, 2002, (http://www.fhrg.fhg.de).