Fine-Grain Interoperability of Scientific Workflows in Distributed Computing Infrastructures

Plankensteiner, K and Prodan, R and Janetschek, M and Fahringer, T and Montagnat, J and Rogers, D and Harvey, I and Taylor, I and Balaskó, Ákos and Kacsuk, Péter (2013) Fine-Grain Interoperability of Scientific Workflows in Distributed Computing Infrastructures. JOURNAL OF GRID COMPUTING, 11 (3). pp. 429-455. ISSN 1570-7873 MTMT:2405119; doi:10.1007/s10723-013-9261-8

[img]
Preview
Text
Plankensteiner_429_2405119_ny.pdf

Download (654kB) | Preview
[img] Text
Plankensteiner_429_2405119_z.pdf
Restricted to Registered users only

Download (2MB) | Request a copy

Abstract

Today there exist a wide variety of scientific workflow management systems, each designed to fulfill the needs of a certain scientific community. Unfortunately, once a workflow application has been designed in one particular system it becomes very hard to share it with users working with different systems. Portability of workflows and interoperability between current systems barely exists. In this work, we present the fine-grained interoperability solution proposed in the SHIWA European project that brings together four representative European workflow systems: ASKALON, MOTEUR, WS-PGRADE, and Triana. The proposed interoperability is realised at two levels of abstraction: abstract and concrete. At the abstract level, we propose a generic Interoperable Workflow Intermediate Representation (IWIR) that can be used as a common bridge for translating workflows between different languages independent of the underlying distributed computing infrastructure. At the concrete level, we propose a bundling technique that aggregates the abstract IWIR representation and concrete task representations to enable workflow instantiation, execution and scheduling. We illustrate case studies using two real-workflow applications designed in a native environment and then translated and executed by a foreign workflow system in a foreign distributed computing infrastructure. © 2013 Springer Science+Business Media Dordrecht.

Item Type: ISI Article
Uncontrolled Keywords: Scientific Workflow, Portability, Interoperability, Intermediate representation, Grid computing, Distributed computing
Subjects: Q Science > QA Mathematics and Computer Science > QA75 Electronic computers. Computer science / számítástechnika, számítógéptudomány
Divisions: Laboratory of Parallel and Distributed Systems
SWORD Depositor: MTMT Injector
Depositing User: EPrints Admin
Date Deposited: 05 Feb 2014 12:33
Last Modified: 05 Feb 2014 15:46
URI: http://eprints.sztaki.hu/id/eprint/7510

Update Item Update Item