NDLI: Interaction-aware prediction of business intelligence workload completion times

Content Provider	IEEE Xplore Digital Library
Author	Ahmad, M. Duan, S. Aboulnaga, A. Babu, S.
Copyright Year	2010
Description	Author affiliation: Duke University, Durham, North Carolina, USA (Duan, S.; Babu, S.) \|\| University of Waterloo, Ontario, Canada (Ahmad, M.; Aboulnaga, A.)
Abstract	While planning the execution of report-generation workloads, database administrators often need to know how long different query workloads will take to run. Database systems run mixes of multiple queries of different types concurrently. Hence, estimating the completion time of a query workload requires reasoning about query mixes and inter-query interactions in the mixes; rather than considering queries or query types in isolation. This paper presents a novel approach for estimating workload completion time based on experiment-driven modeling and simulation of the impact of inter-query interactions. A preliminary evaluation of this approach with TPC-H queries on IBM DB2 shows how our approach can consistently predict workload completion times with good accuracy.
Starting Page	413
Ending Page	416
File Size	280209
Page Count	4
File Format	PDF
ISBN	9781424454457
e-ISBN	9781424454464
e-ISBN	9781424454440
DOI	10.1109/ICDE.2010.5447834
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-03-01
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bismuth Database systems Deductive databases Data warehouses Spatial databases Hardware
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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