DocumentCode
1640858
Title
Primal-dual parallel algorithm for continuous aggregate query dissemination
Author
Gadiraju, Mahesh ; Kumari, V. Valli
Author_Institution
Dept. of C.S.E., S.R.K.R. Eng. Coll., Bhimavaram, India
fYear
2013
Firstpage
545
Lastpage
549
Abstract
Minimum weight set cover problem is an NP-hard problem and many approaches are there to handle the problem including greedy algorithm and primal-dual approach. In data dissemination networks the division of client issued continuous aggregate queries into sub-queries and assignment of these sub-queries optimally to different data aggregators of data dissemination networks is a minimum weight set cover problem. In this paper we propose a primal-dual parallel algorithm for continuous aggregate query dissemination. A dynamic data dissemination network is a content delivery network implemented with a hierarchical network of data aggregators which is used in online applications like stock applications and meteorological applications. Optimal dissemination of continuous aggregate queries and designing algorithm for optimization is a very important issue in such applications. Our algorithm is best suited for such distributed applications.
Keywords
computational complexity; data handling; greedy algorithms; parallel algorithms; query processing; set theory; NP-hard problem; client issued continuous aggregate query; content delivery network; continuous aggregate query dissemination; continuous query dissemination aggregation; data aggregators; distributed application; dynamic data dissemination network; greedy algorithm; hierarchical network; meteorological application; minimum weight set cover problem; primal-dual parallel algorithm; stock application; subqueries assignment; Aggregates; Approximation algorithms; Approximation methods; Greedy algorithms; Heuristic algorithms; Internet; Parallel algorithms; Continuous aggregate queries; Data aggregator (DA); Dynamic data dissemination networks; Primal-dual parallel algorithm; Set cover problem;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location
Mysore
Print_ISBN
978-1-4799-2432-5
Type
conf
DOI
10.1109/ICACCI.2013.6637230
Filename
6637230
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