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Representing distributed systems using the Open Provenance Model

delete2011-06-01
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PRE
AI
P
Paul Groth *
M
Moreau, Luc
DOI:10.1016/j.future.2010.10.001delete
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Abstract

Abstract

En 中文
From the World Wide Web to supply chains and scientific simulations, distributed systems are a widely used and important approach to building computational systems. Tracking provenance within these systems is crucial for determining the trustworthiness of data they produce, troubleshooting problems, assigning responsibility for decisions, and improving performance. To facilitate such tracking, the Open Provenance Model (OPM) has been created to enable the interchange of provenance between a distributed system's components. However, to date, the ability of OPM to represent distributed systems has not been verified. In this work, we show how OPM can be used to represent a set of distributed systems' patterns. We present a profile that shows that these patterns are a specialisation of OPM. Finally, we define a contract that enables participants in a distributed system to ensure that their provenance can be integrated cohesively. (C) 2010 Elsevier B.V. All rights reserved.
Keywords:
Distributed systems
OPM profile
Provenance
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Journal

F
Future Generation Computer Systems-The International Journal of eScience
IF:
6.1
Papers:
6.8K
Citations:
2.3W

Organization

V
Vrije Universiteit Amsterdam
Scholars:
4.2W
Papers: 3.7W
Citations: 3.7W
U
university of southampton
Scholars:
3.3W
Papers: 3.2W
Citations: 52