Title :
Wings: Intelligent Workflow-Based Design of Computational Experiments
Author :
Gil, Yolanda ; Ratnakar, Varun ; Jihie Kim ; Moody, J. ; Deelman, E. ; Gonzalez-Calero, Pedro Antonio ; Groth, P.
Author_Institution :
Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Describes the Wings intelligent workflow system that assists scientists with designing computational experiments by automatically tracking constraints and ruling out invalid designs, letting scientists focus on their experiments and goals.
Keywords :
data analysis; natural sciences computing; planning (artificial intelligence); software architecture; workflow management software; Al planning; Information Sciences Institute; University of Southern California; data set requirement; workflow creation; workflow execution; workflow instance generation and specialization; workflow system; workflow validation; Computational intelligence; Design methodology; Tracking; Workflow management software; computational experiments; computer-supported discovery; experiment design; intelligent systems; software components; workflow management;
Journal_Title :
Intelligent Systems, IEEE
