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CTR: An Efficient Cluster-based Top-k Query Routing in MANETs

Published: 08 December 2014 Publication History

Abstract

Top-k queries, which retrieve the k data items with the highest scores, have been receiving considerable attention because of their utility for many real life applications. In this paper, we propose an efficient query routing scheme enabling top-k data retrieval by only necessary nodes, named CTR. CTR employs a new clustering framework for top-k query processing, and in this framework, nodes holding high rank data items become ClusterHeads (CHs), and top-k queries are transmitted between CHs via gateway nodes which belong to multiple clusters. Each CH maintains a record of hop counts between itself and high rank data items, enabling it to judge whether or not to transmit a query on the fly. As a result, CTR reduces overhead while keeping high accuracy of the query result. Extensive experiments have demonstrated that CTR functions well in terms of accuracy of the query result, overhead, and delay.

References

[1]
R. Akbarinia, E. Pacitti, and P. Valduriez. Reducing network traffic in unstructured p2p systems using top-k queries. Distributed and Parallel Databases, 19(2-3):67--86, 2006.
[2]
R. Akbarinia, E. Pacitti, and P. Valduriez. Best position algorithms for top-k queries. In VLDB, pages 495-506, 2007.
[3]
D. Amagata, Y. Sasaki, T. Hara, and S. Nishio. A robust routing method for top-k queries in mobile ad hoc networks. In MDM, pages 251-256, 2013.
[4]
D. Amagata, Y. Sasaki, T. Hara, and S. Nishio. A routing method for top-k query processing in mobile ad hoc networks. In AINA, pages 161-168, 2013.
[5]
W.-T. Balke, W. Nejdl, W. Siberski, and U. Thaden. Progressive distributed top-k retrieval in peer-to-peer networks. In ICDE, pages 174-185, 2005.
[6]
P. Basu, N. Khan, and T. D. Little. A mobility based metric for clustering in mobile ad hoc networks. In ICDCS workshop, pages 413-418, 2001.
[7]
C. Buckley and E. M. Voorhees. Evaluating evaluation measure stability. In SIGIR, pages 33--40, 2000.
[8]
T. Camp, J. Boleng, and V. Davies. A survey of mobility models for ad hoc network research. Wireless communications and mobile computing, 2(5):483--502, 2002.
[9]
P. Cao and Z. Wang. Efficient top-k query calculation in distributed networks. In PODC, pages 206-215, 2004.
[10]
B. Chen, W. Liang, and G. Min. Top-k query evaluation in sensor networks with the guaranteed accuracy of query results. In DEXA, pages 156-171, 2011.
[11]
B. Chen, W. Liang, R. Zhou, and J. X. Yu. Energy-efficient top-k query processing in wireless sensor networks. In CIKM, pages 115-122, 2010.
[12]
S. Chinara and S. K. Rath. A survey on one-hop clustering algorithms in mobile ad hoc networks. Journal of Network and Systems Management, 17(1-2):183--207, 2009.
[13]
G. Das, D. Gunopulos, N. Koudas, and N. Sarkas. Ad-hoc top-k query answering for data streams. In VLDB, pages 183-194, 2007.
[14]
A. Ephremides, J. E. Wieselthier, and D. J. Baker. A design concept for reliable mobile radio networks with frequency hopping signaling. Proc. the IEEE, 75(1):56--73, 1987.
[15]
R. Hagihara, M. Shinohara, T. Hara, and S. Nishio. A message processing method for top-k query for traffic reduction in ad hoc networks. In MDM, pages 11-20, 2009.
[16]
H. Jiang, J. Cheng, C. W. D. Wang, and G. Tan. Continuous multi-dimensional top-k query processing in sensor networks. In INFOCOM, pages 793-801, 2011.
[17]
X. Liu, J. Xu, and W. C. Lee. A cross pruning framework for top-k data collection in wireless sensor network. In MDM, pages 157-166, 2010.
[18]
S. Michel, T. Peter, and G. Weikum. Klee: A framework for distributed top-k query algorithms. In VLDB, pages 637-648, 2005.
[19]
J. Niedermayer, M. A. Nascimento, M. Renz, P. krøger, and H. P. Kriegel. Exploiting local node cache in top-k queries within wireless sensor networks. In ACM Sigspatial GIS, pages 434-437, 2010.
[20]
N. Padhariya, A. Mondai, V. Goyal, R. Shankar, and S. Madria. Ecotop: an economic model for dynamic processing of top-k queries in mobile-p2p networks. In DASFAA, pages 251-265, 2011.
[21]
A. K. Parekh. Selecting routers in ad-hoc wireless networks. In Proc. Int. Telecommunications Symposium, pages 420-424, 1994.
[22]
Y. Sasaki, R. Hagihara, T. Hara, M. Shinohara, and S. Nishio. A top-k query method by estimating score distribution in mobile ad hoc networks. In AINA workshop, pages 944-949, 2010.
[23]
Y. Sasaki, T. Hara, and S. Nishio. Two-phase top-k query processing in mobile ad hoc networks. In NBiS, pages 42-49, 2011.
[24]
Y. Sasaki, T. Hara, and S. Nishio. Top-k query processing for replicated data in mobile peer to peer networks. Journal of Systems and Software, Elsevier, 92:45--58, 2014.
[25]
Scalable Network Technologoes: Creaters of QualNet Network Simulator Software. http://www.scalable-networks.com/.
[26]
Y.-C. Tseng, S.-Y Ni, Y.-S. Chen, and J.-P Sheu. The broadcast storm problem in a mobile ad hoc network. Wireless networks, 8(2-3):153--167, 2002.
[27]
A. Vlachou, C. Doulkeridis, and K. Nørvåg. Distributed top-k query processing by exploiting skyline summaries. Distributed and Parallel Databases, 30(3-4):239--271, 2012.
[28]
A. Vlachou, C. Doulkeridis, K. Nørvåg, and M. Vazirgiannis. On efficient top-k query processing in highly distributed environments. In SIGMOD, pages 753-764, 2008.
[29]
M. Wu, J. Jianliang Xu, X. Xueyan Tang, and W.-C. Wang-Chien Lee. Top-k monitoring in wireless sensor networks. IEEE TKDE, (7):962--976, 2007.
[30]
W.-d. Yang and G.-z. Zhang. A weight-based clustering algorithm for mobile ad hoc network. In Int. Conf. Wireless and Mobile Communications, page 3, 2007.

Cited By

View all
  • (2018)Efficient cluster-based top-k query routing with data replication in MANETsSoft Computing - A Fusion of Foundations, Methodologies and Applications10.1007/s00500-015-1867-221:15(4161-4178)Online publication date: 30-Dec-2018
  • (2016)An Efficient Method for Identifying MaxRS Location in Mobile Ad Hoc NetworksProceedings, Part I, 27th International Conference on Database and Expert Systems Applications - Volume 982710.1007/978-3-319-44403-1_3(37-51)Online publication date: 5-Sep-2016
  • (2015)Range-based Continuous Threshold Query Processing in Mobile Ad Hoc NetworksProceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia10.1145/2837126.2837131(169-178)Online publication date: 11-Dec-2015
  • Show More Cited By

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cover image ACM Other conferences
MoMM '14: Proceedings of the 12th International Conference on Advances in Mobile Computing and Multimedia
December 2014
464 pages
ISBN:9781450330084
DOI:10.1145/2684103
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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  • JKU: Johannes Kepler Universität Linz

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New York, NY, United States

Publication History

Published: 08 December 2014

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  1. mobile ad hoc networks
  2. top-k queries

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Cited By

View all
  • (2018)Efficient cluster-based top-k query routing with data replication in MANETsSoft Computing - A Fusion of Foundations, Methodologies and Applications10.1007/s00500-015-1867-221:15(4161-4178)Online publication date: 30-Dec-2018
  • (2016)An Efficient Method for Identifying MaxRS Location in Mobile Ad Hoc NetworksProceedings, Part I, 27th International Conference on Database and Expert Systems Applications - Volume 982710.1007/978-3-319-44403-1_3(37-51)Online publication date: 5-Sep-2016
  • (2015)Range-based Continuous Threshold Query Processing in Mobile Ad Hoc NetworksProceedings of the 13th International Conference on Advances in Mobile Computing and Multimedia10.1145/2837126.2837131(169-178)Online publication date: 11-Dec-2015
  • (2015)Signature-Based Top-k Query Processing against Data Replacement Attacks in MANETsProceedings of the 2015 IEEE 34th Symposium on Reliable Distributed Systems (SRDS)10.1109/SRDS.2015.34(130-139)Online publication date: 28-Sep-2015

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