A framework for scalable distributed provenance storage system

Jemal Abawajy

doi:10.1016/j.csi.2012.07.001

2013-01-01

PRE

DOI：10.1016/j.csi.2012.07.001

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摘要

En 中文

In this paper we propose an efficient and scalable storage model and lookup for provenance logs. The proposed system exploits the loosely coupled structure of the provenance logs by separating metadata from the generating process to manage large datasets with good scalability. In addition, the system utilizes the trie based lookup table to greatly improve the provenance data lookup time. Performance results on thousands of graph logs show that our prototype implementation can effectively handle logs without any resource over-utilization, thus leading to good scalability. (C) 2012 Elsevier B.V. All rights reserved.

Keyword:

Provenance model

Metadata storage

Patricia trie

Provenance information system

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期刊

Computer Standards and Interfaces

IF:

3.1

论文数:

2.3K

被引数:

2.0K

机构

Deakin University

学者数:

2.0W

论文数: 2.1W

被引数: 2.8W

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