poster

Workload-based optimization of integration processes

Authors:

Matthias Boehm,

Uwe Wloka,

Dirk Habich,

Wolfgang LehnerAuthors Info & Claims

CIKM '08: Proceedings of the 17th ACM conference on Information and knowledge management

Pages 1479 - 1480

https://doi.org/10.1145/1458082.1458343

Published: 26 October 2008 Publication History

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Abstract

The efficient execution of integration processes between distributed, heterogeneous data sources and applications is a challenging research area of data management. These integration processes are an abstraction for workflow-based integration tasks, used in EAI servers and WfMS. The major problem are significant workload changes during runtime. The performance of integration processes strongly depends on those dynamic workload characteristics, and hence workload-based optimization is important. However, existing approaches of workflow optimization only address the rule-based optimization and disregard changing workload characteristics. To overcome the problem of inefficient process execution in the presence of workload shifts, here, we present an approach for the workload-based optimization of instance-based integration processes and show that significant execution time reductions are possible.

References

[1]

M. Böhm, D. Habich, U. Wloka, J. Bittner, and W. Lehner: Towards self-optimization of message transformation processes, ADBIS, 2007.

Google Scholar

[2]

H. Li and D. Zhan: Workflow timed critical path optimization, Nature and Science, 3(2), 2005.

Google Scholar

[3]

A. Simitsis, P. Vassiliadis, and T. Sellis: Optimizing etl processes in data warehouses, ICDE, 2005.

Digital Library

Google Scholar

[4]

U. Srivastava, K. Munagala, J. Widom, and R. Motwani: Query optimization over web services, VLDB, 2006.

Digital Library

Google Scholar

[5]

M. Vrhovnik, H. Schwarz, O. Suhre, B. Mitschang, V. Markl, A. Maier, and T. Kraft: An approach to optimize data processing in business processes, VLDB, 2007.

Digital Library

Google Scholar

Cited By

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Boehm MHabich DPreissler SLehner WWloka U(2018)Cost-based vectorization of instance-based integration processesInformation Systems10.1016/j.is.2010.06.00736:1(3-29)Online publication date: 29-Dec-2018
https://dl.acm.org/doi/10.1016/j.is.2010.06.007
Tomingas KKliimask MTammet T(2015)Data Integration Patterns for Data Warehouse AutomationNew Trends in Database and Information Systems II10.1007/978-3-319-10518-5_4(41-55)Online publication date: 2015
https://doi.org/10.1007/978-3-319-10518-5_4
Boehm MHabich DLehner W(2014)On-demand re-optimization of integration flowsInformation Systems10.1016/j.is.2014.03.00545(1-17)Online publication date: Sep-2014
https://doi.org/10.1016/j.is.2014.03.005
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Information

Published In

CIKM '08: Proceedings of the 17th ACM conference on Information and knowledge management

October 2008

1562 pages

ISBN:9781595939913

DOI:10.1145/1458082

General Chair:
James G. Shanahan
Church and Duncan Group Inc, USA
,
Program Chairs:
Sihem Amer-Yahia
Yahoo! Research, USA
,
Ioana Manolescu
INRIA, France
,
Yi Zhang
University of California, Santa Cruz, USA
,
David A. Evans
JustSystems Evans Research, USA
,
Alek Kolcz
Microsoft Live Labs, USA
,
Key-Sun Choi
KAIST, Korea
,
Abdur Chowdury
Twitter, USA

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2008

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CIKM08: Conference on Information and Knowledge Management

October 26 - 30, 2008

California, Napa Valley, USA

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Overall Acceptance Rate 1,861 of 8,427 submissions, 22%

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Cited By

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Boehm MHabich DPreissler SLehner WWloka U(2018)Cost-based vectorization of instance-based integration processesInformation Systems10.1016/j.is.2010.06.00736:1(3-29)Online publication date: 29-Dec-2018
https://dl.acm.org/doi/10.1016/j.is.2010.06.007
Tomingas KKliimask MTammet T(2015)Data Integration Patterns for Data Warehouse AutomationNew Trends in Database and Information Systems II10.1007/978-3-319-10518-5_4(41-55)Online publication date: 2015
https://doi.org/10.1007/978-3-319-10518-5_4
Boehm MHabich DLehner W(2014)On-demand re-optimization of integration flowsInformation Systems10.1016/j.is.2014.03.00545(1-17)Online publication date: Sep-2014
https://doi.org/10.1016/j.is.2014.03.005
Boehm MHabich DLehner W(2011)Multi-flow Optimization via Horizontal Message Queue PartitioningEnterprise Information Systems10.1007/978-3-642-19802-1_3(31-47)Online publication date: 2011
https://doi.org/10.1007/978-3-642-19802-1_3
Boehm MHabich DPreissler SLehner WWloka U(2009)Cost-Based Vectorization of Instance-Based Integration ProcessesProceedings of the 13th East European Conference on Advances in Databases and Information Systems10.1007/978-3-642-03973-7_19(253-269)Online publication date: 21-Aug-2009
https://dl.acm.org/doi/10.1007/978-3-642-03973-7_19
Boehm MHabich DLehner WWloka U(2009)Invisible Deployment of Integration ProcessesEnterprise Information Systems10.1007/978-3-642-01347-8_5(53-65)Online publication date: 2009
https://doi.org/10.1007/978-3-642-01347-8_5
Boehm MHabich DPreissler SLehner WWloka U(2009)Vectorizing Instance-Based Integration ProcessesEnterprise Information Systems10.1007/978-3-642-01347-8_4(40-52)Online publication date: 2009
https://doi.org/10.1007/978-3-642-01347-8_4

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