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In-network query processing in mobile P2P databases

Published: 04 November 2009 Publication History

Abstract

The in-network query processing paradigm in sensor networks postulates that a query is routed among sensors and collects the answers from the sensors on its trajectory. It works for static and connected sensor networks. However, when the network consists of mobile sensors and is sparse, a different approach is necessary. In this paper we propose a query processing method that uses cooperative caching. It makes the data items satisfying a query flow to its originator. To cope with communication bandwidth and storage constraints, the method prioritizes the data-items in terms of their value, as reflected by supply and demand. Simulations based on real-life mobility traces identify the situations in which our approach outperforms a series of existing cooperative caching strategies and an existing mobile sensor network algorithm.

References

[1]
Y. Huang, H. Garcia-Molina. Publish/Subscribe Tree Construction in Wireless Ad-Hoc Networks. MDM'03.
[2]
http://www.princeton.edu/~mrm/zebranet.html, Accessed 2009.
[3]
B. Karp and H. Kung. Gpsr: Greedy perimeter stateless routing for wireless networks. MOBICOM, 2000.
[4]
J. Kulik, et al. Adaptive protocols for information dissemination in wireless sensor networks. MobiCom'99.
[5]
Brayner, A., Lopes, A., Meira, D., Vasconcelos, R., and Menezes, R. Toward adaptive query processing in wireless sensor networks. In Signal Processing Journal, Elsevier vol. 87 no. 12, 2007
[6]
T. Small and Z. J. Haas. The Shared Wireless Infostation Model --- A New Ad Hoc Networking Paradigm. Proc. MobiHoc 2003.
[7]
Z. Huang, C. Jensen, H. Lu, and B. Ooi. Skyline queries against mobile lightweight devices in MANETs. ICDE'06.
[8]
S. R. Madden, et al. TinyDB: an Acquisitional Query Processing System for Sensor Networks. TODS, 30(1), 2005.
[9]
Yu Wang, Hongyi Wu. Delay/Fault-Tolerant Mobile Sensor Network (DFT-MSN): A New Paradigm for Pervasive Information Gathering. IEEE TOMC, 6(9), 2007.
[10]
O. Wolfson and B. Xu. Mobile Peer-to-peer Data Dissemination with Resource Constraints. MDM'07.
[11]
http://crawdad.cs.dartmouth.edu/data.php, Accessed 2009.
[12]
S. Das et al. Ekta: An efficient dht substrate for distributed applications in mobile ad hoc networks. WMCSA 2004.
[13]
R. Barr. An efficient, unifying approach to simulation us-ing virtual machines. PhD thesis, Cornell University, 2004.
[14]
F. Sailhan and V. Issarny. Energy-aware web caching for mobile terminals. ICDCSW'02.
[15]
C. Aggarwal, J. Wolf, P. Yu. Caching on the World Wide Web. TKDE, 11(1), pp. 94--107, 1999.
[16]
W. Hoeffding. Probability Inequalities for Sums of Bounded Random Variables. JASA, 58(301), March 1963.
[17]
G. Cao, L. Yin, C. Das. Cooperative Cache-Based Data Access in Ad Hoc Networks. Computer, 37(2), 2004.
[18]
Y. Xu, W. Lee, J. Xu, and G. Mitchell. Processing window queries in wireless sensor networks. In Proc. of ICDE, 2006.
[19]
Wu, S.-H., et al: Diknn: an itinerary-based knn query processing algorithm for mobile sensor networks. ICDE'07.
[20]
U. Lee, et al. Dissemination and Harvesting of Urban Data Using Vehicular Sensing Platforms. IEEE TVT, 58(2), pp. 882--901, 2009.
[21]
Y. Zhang, et al. ICEDB: Intermittently-Connected Continuous Query Processing. ICDE 2007.
[22]
Yao, Y. and Gehrke, J. The cougar approach to in-network query processing in sensor networks. Sigmod 2002, 31(3). Sept. 2002.
[23]
Madden, et al. The Design of an Acquisitional Query processor for Sensor Networks. SIGMOD 2003.

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  1. In-network query processing in mobile P2P databases

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    cover image ACM Conferences
    GIS '09: Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
    November 2009
    575 pages
    ISBN:9781605586496
    DOI:10.1145/1653771
    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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    Publication History

    Published: 04 November 2009

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    Author Tags

    1. cooperative caching
    2. in-network
    3. mobile peer-to-peer
    4. query processing

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    • (2020)Wireless Sensor Networks EssentialsWireless Sensor Networks10.1007/978-3-030-29700-8_1(3-39)Online publication date: 26-Jan-2020
    • (2019)Mobile P2P-Based Skyline Query Processing over Delay-Tolerant NetworksElectronics10.3390/electronics81112768:11(1276)Online publication date: 2-Nov-2019
    • (2017)An efficient continuous range query processing scheme in mobile P2P networksThe Journal of Supercomputing10.1007/s11227-017-1986-xOnline publication date: 23-Feb-2017
    • (2016)Nash Equilibrium-Based Semantic Cache in Mobile Sensor Grid Database SystemsIEEE Transactions on Systems, Man, and Cybernetics: Systems10.1109/TSMC.2016.2523949(1-12)Online publication date: 2016
    • (2015)k Nearest Neighbor Search for Location-Dependent Sensor Data in MANETsIEEE Access10.1109/ACCESS.2015.24453233(942-954)Online publication date: 2015
    • (2014)k-nearest neighbor search based on node density in MANETsMobile Information Systems10.5555/2685005.268500910:4(385-405)Online publication date: 1-Oct-2014
    • (2014)\(K\) NN Query Processing Methods in Mobile Ad Hoc NetworksIEEE Transactions on Mobile Computing10.1109/TMC.2013.13313:5(1090-1103)Online publication date: 1-May-2014
    • (2014)Information retrieval system using the keyword concept net of the P2P service-based in the mobile cloud environmentPeer-to-Peer Networking and Applications10.1007/s12083-014-0265-38:4(596-609)Online publication date: 15-Apr-2014
    • (2013)Peer-to-Peer Group k-Nearest Neighbours in Mobile Ad-Hoc Networks2013 International Conference on Parallel and Distributed Systems10.1109/ICPADS.2013.34(166-173)Online publication date: Dec-2013
    • (2013)A pure peer-to-peer approach for kNN query processing in mobile ad hoc networksPersonal and Ubiquitous Computing10.1007/s00779-012-0545-y17:5(973-985)Online publication date: 1-Jun-2013
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