Parallel Computing Patterns for Grid Workflows

TitleParallel Computing Patterns for Grid Workflows
Publication TypeWorkshop Paper
Year of Publication2006
AuthorsCesare Pautasso, and Gustavo Alonso
WorkshopWorkshop on Workflows in support for large-scale Science (WORKS06)
Place PublishedParis, France
Keywordsgrid computing, scientific workflow management, survey, workflow patterns

Whereas a consensus has been reached on defining the set of workflow patterns for business process modeling languages, no such patterns exists for workflows applied to scientific computing on the Grid. By looking at different kinds of parallelism, in this paper we identify a set of workflow patterns related to parallel and pipelined execution. The paper presents how these patterns can be represented in different Grid workflow languages and discusses their implications for the design of the underlying workflow management and execution infrastructure. A preliminary classification of these patterns is introduced by surveying how they are supported by several existing advanced scientific and Grid workflow languages.

Citation Keyjopera:2006:works