Usability of Scientific Workflow in Dynamically Changing Environment

Bánáti, Anna and Kail, Eszter and Kacsuk, Péter and Kozlovszky, Miklós (2015) Usability of Scientific Workflow in Dynamically Changing Environment. In: Technological Innovation for Cloud-Based Engineering Systems 6th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2015, Costa de Caparica, Portugal, April 13-15, 2015, Proceedings. IFIP Advances in Information and Communication Technology (450). Springer, Cham, pp. 129-136. ISBN 978-331916765-7 10.1007/978-3-319-16766-4_14

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Abstract

Scientific workflow management systems are mainly data-flow oriented, which face several challenges due to the huge amount of data and the required computational capacity which cannot be predicted before enactment. Other problems may arise due to the dynamic access of the data storages or other data sources and the distributed nature of the scientific workflow computational infrastructures (cloud, cluster, grid, HPC), which status may change even during running of a single workflow instance. Many of these failures could be avoided with workflow management systems that provide provenance based dynamism and adaptivity to the unforeseen scenarios arising during enactment. In our work we summarize and categorize the failures that can arise in cloud environment during enactment and show the possibility of prediction and avoidance of failures with dynamic and provenance support.

Item Type: Book Section
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: MTMT Injector
Date Deposited: 05 Feb 2016 21:14
Last Modified: 05 Feb 2016 21:14
URI: http://eprints.sztaki.hu/id/eprint/8591

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