Title :
Dynamic Work.ow in a Grid Enabled Problem Solving Environment
Author :
Zhao, Zhiming ; Belloum, Adam ; Yakali, Hakan ; Sloot, Peter ; Hertzberger, Bob
Author_Institution :
Informatics Inst., Amsterdam Univ.
Abstract :
In a problem solving environment (PSE), a scientific workflow management system (SWMS) provides a meta environment for managing activities and data in scientific experiments, for prototyping experimental computing systems and for orchestrating the runtime system behaviour. A grid infrastructure makes data and computing intensive experiments feasible in PSEs but also requires the management of workflow to support dynamics of the flow execution. A dynamic SWMS includes a human user in the runtime loop of a flow execution, and allows an engine to flexibly orchestrate a workflow according to the human decision and the runtime states of the environment. In this paper, we present our research in an ongoing project: virtual laboratory for e-Science (VL-e). An agent based solution is proposed to enhance an existing grid enabled problem solving environment framework called VLAM-G. The intelligence for problem solving strategies and for workflow orchestration is encapsulated as knowledge in two types of agents: study managers and scenario conductors
Keywords :
grid computing; multi-agent systems; problem solving; workflow management software; Petri nets; VLAM-G; grid enabled problem solving environment; meta environment; multiagent system; scientific workflow management system; virtual laboratory; Data flow computing; Engines; Environmental management; Grid computing; Humans; Laboratories; Problem-solving; Prototypes; Runtime environment; Workflow management software; Grid; Multi Agent Systems; Petri net.; Problem Solving Environment; Scientific Work.ow;
Conference_Titel :
Computer and Information Technology, 2005. CIT 2005. The Fifth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
0-7695-2432-X
DOI :
10.1109/CIT.2005.101