A Pipeline-centric provenance model

P.T. Groth; E Deelman; G Juve; G Mehta; G.B. Berriman

A Pipeline-centric provenance model

P.T. Groth, E Deelman, G Juve, G Mehta, G.B. Berriman

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. We generalize the class of applications the approach is relevant to and propose a pipeline-centric provenance model. Finally, we evaluate the benefits in terms of storage of the approach when applied to an astronomy application.

Original language	English
Title of host publication	Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS 2009
Editors	E Deelman, I Taylor
Publisher	ACM
ISBN (Print)	9781605587172
Publication status	Published - 2009
Event	Workshop on Workflows in Support of Large-Scale Science - Duration: 1 Jan 2009 → 1 Jan 2009

Conference

Conference	Workshop on Workflows in Support of Large-Scale Science
Period	1/01/09 → 1/01/09

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@inproceedings{1c0209f2b3814577b44664e33a727f8a,

title = "A Pipeline-centric provenance model",

abstract = "In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. We generalize the class of applications the approach is relevant to and propose a pipeline-centric provenance model. Finally, we evaluate the benefits in terms of storage of the approach when applied to an astronomy application.",

author = "P.T. Groth and E Deelman and G Juve and G Mehta and G.B. Berriman",

year = "2009",

language = "English",

isbn = "9781605587172",

editor = "E Deelman and I Taylor",

booktitle = "Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS 2009",

publisher = "ACM",

note = "Workshop on Workflows in Support of Large-Scale Science ; Conference date: 01-01-2009 Through 01-01-2009",

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TY - GEN

T1 - A Pipeline-centric provenance model

AU - Groth, P.T.

AU - Deelman, E

AU - Juve, G

AU - Mehta, G

AU - Berriman, G.B.

PY - 2009

Y1 - 2009

N2 - In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. We generalize the class of applications the approach is relevant to and propose a pipeline-centric provenance model. Finally, we evaluate the benefits in terms of storage of the approach when applied to an astronomy application.

AB - In this paper we propose a new provenance model which is tailored to a class of workflow-based applications. We motivate the approach with use cases from the astronomy community. We generalize the class of applications the approach is relevant to and propose a pipeline-centric provenance model. Finally, we evaluate the benefits in terms of storage of the approach when applied to an astronomy application.

M3 - Conference contribution

SN - 9781605587172

BT - Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, WORKS 2009

A2 - Deelman, E

A2 - Taylor, I

PB - ACM

T2 - Workshop on Workflows in Support of Large-Scale Science

Y2 - 1 January 2009 through 1 January 2009

ER -

A Pipeline-centric provenance model

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