Grid workflow optimization regarding dynamically changing resources and conditions

Concurrency and Computation: Practice and Experience

Volumn 20, Issue 15, 2008, Pages 1837-1849

  Schikuta, Erich ^a   Wanek, Helmut ^a   Ul Haq, Man ^a  

^a UNIVERSITY OF VIENNA   (Austria)

Author keywords

Blackboard method; Dynamics; Grid workflows; Heuristic optimization

Indexed keywords

DYNAMICS; HEURISTIC METHODS;

AUTOMATIC CONSTRUCTION; BLACKBOARD METHOD; GRID INFRASTRUCTURES; GRID WORKFLOWS; HEURISTIC OPTIMIZATION; INCOMPLETE KNOWLEDGE; RESOURCE CHARACTERISTIC; WORKFLOW EXECUTION;

OPTIMIZATION;

EID: 53349175352     PISSN: 15320626     EISSN: 15320634     Source Type: Journal    
DOI: 10.1002/cpe.1317     Document Type: Conference Paper

References (14)

1. Wanek H, Schikuta E. Using blackboards to optimize Grid work-flows with respect to quality constraints. Grid and Cooperative Computing Workshops (GCCW), Huhan, China, October 2006.
2. Corkill DD. Blackboard systems. Al Expert 1991; 6(9):40-47.
3. Deelman E, Blythe J, Gil Y, Kesselman C, Mehta G, Vahi K. Mapping abstract complex workflows onto Grid environments. Journal of Grid Computing 2003; 1:25-39.
4. Taylor I, Shields M, Wang I. Resource management of Triana P2P services. Grid Resource Management. Kluwer: The Netherlands, 2003.
5. Yu J, Buyya R. A novel architecture for realizing Grid workflow using Tuple spaces. Fifth IEEE/ACM International Workshop on Grid Computing (Grid 2004), Pittsburgh, U.S.A., 8 November 2004.
6. Altintas I, Birnbaum A, Baldridge K, Sudholt W, Miller M, Amoreira C, Potier Y, Ludaescher B. A framework for the design and reuse of Grid workflows. International Workshop on Scientific Applications of Grid Computing (SAG04), Beijing, China, September 2004.
7. Yu J, Buyya R. A taxonomy of workflow management systems for Grid computing. Technical Report, Grid Computing and Distributed Systems Laboratory, University of Melbourn, Australia, 10 March 2005.
8. Yu J, Buyya R, Tham C-K. QoS-based scheduling of workflow applications on service Grids. Technical Report, GRIDS-TR-2005-8, Grid Computing and Distributed Systems Laboratory, University of Melbourne, Australia, 9 June 2005.
9. Yu J, Buyya R, Tham C-K. Cost-based scheduling of workflow applications on utility Grids. First IEEE International Conference on e-Science and Grid Computing, Melbourne, Australia, 5-8 December 2005.
10. Yu J, Buyya R. A budget constrained scheduling of workflow applications on utility Grids using genetic algorithms. Workshop on Workflows in Support of Large-Scale Science, Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing (HPDC 2006), Paris, France, 19-23 June 2006.
11. Chen J, Yang Y. A taxonomy of grid workflow verification and validation. Concurrency and Computation: Practice and Experience 2007. DOI: 10.1002/cpe.1220. Available at: http://www.swinflow.org/papers/VVTaxonomy.pdf. [25 February 2008].
12. Lopez MM, Heymann E, Senar MA. Analysis of dynamic heuristics for workflow scheduling on Grid systems. ISPDC 2006, West University, Timisoara, Romania, 6-9 July 2006.
13. Gajewski M, Momotko M, Meyer H, Schuschel H, Weske M. Dynamic failure recovery of generated workflows. Sixteenth International Conference and Workshop on Database and Expert Systems Applications. IEEE Computer Society Press: Silver Spring, MD, 2005.
14. Stockinger H, Stockinger K, Schikuta E, Willers I. Towards a cost model for distributed and replicated data stores. Proceedings of 9th Euromicro Workshop on Parallel and Distributed Processing (PDP 2001). IEEE Computer Society Press: Silver Spring, MD, 2001.