التفاصيل البيبلوغرافية
| العنوان: |
Monitoring of Grid scientific workflows. |
| المؤلفون: |
Balis, Bartosz, Bubak, Marian, Łabno, Bartłomiej |
| المصدر: |
Scientific Programming; Jun2008, Vol. 16 Issue 2/3, p205-216, 12p, 2 Color Photographs, 4 Diagrams |
| مصطلحات موضوعية: |
GRID computing, COMPUTER systems, DISTRIBUTED computing, HIGH performance computing, MATHEMATICAL optimization |
| مستخلص: |
Scientific workflows are a means of conducting in silico experiments in modern computing infrastructures for e-Science, often built on top of Grids. Monitoring of Grid scientific workflows is essential not only for performance analysis but also to collect provenance data and gather feedback useful in future decisions, e.g., related to optimization of resource usage. In this paper, basic problems related to monitoring of Grid scientific workflows are discussed. Being highly distributed, loosely coupled in space and time, heterogeneous, and heavily using legacy codes, workflows are exceptionally challenging from the monitoring point of view. We propose a Grid monitoring architecture for scientific workflows. Monitoring data correlation problem is described and an algorithm for on-line distributed collection of monitoring data is proposed. We demonstrate a prototype implementation of the proposed workflow monitoring architecture, the GEMINI monitoring system, and its use for monitoring of a real-life scientific workflow. [ABSTRACT FROM AUTHOR] |
|
Copyright of Scientific Programming is the property of Hindawi Limited and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| قاعدة البيانات: |
Complementary Index |
Full Text Finder