Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/1402050.1402059acmotherconferencesArticle/Chapter ViewAbstractPublication PagesdmsnConference Proceedingsconference-collections
research-article

A substrate for in-network sensor data integration

Published: 24 August 2008 Publication History

Abstract

With the ultimate goal of extending the data integration paradigm and query processing capabilities to ad hoc wireless networks, sensors, and stream systems, we consider how to support communication between sets of nodes performing distributed joins in sensor networks. We develop a communication model that enables in-network join at a variety of locations, and which facilitates coordination among nodes in order to make optimization decisions. While we defer a discussion of the optimizer to future work, we experimentally compare a variety of strategies, including at-base and in-network joins. Results show significant performance gains versus prior work, as well as opportunities for optimization.

References

[1]
D. J. Abadi, S. Madden, and W. Lindner. Reed: Robust, efficient filtering and event detection in sensor networks. In VLDB, 2005.
[2]
P. M. Aoki. Generalizing "search" in generalized search trees. In ICDE, 1998.
[3]
A. Arasu, S. Babu, and J. Widom. The CQL continuous query language: semantic foundations and query execution. VLDB J., 15(2), 2006.
[4]
B. Bonfils and P. Bonnet. Adaptive and decentralized operator placement for in-network query processing. In IPSN, 2003.
[5]
M. Castro, P. Druschel, A.-M. Kermarrec, A. Nandi, A. Rowstron, and A. Singh. SplitStream: High-bandwidth multicast in cooperative environments. In SOSP, 2003.
[6]
V. Chowdhary and H. Gupta. Communication-efficient implementation of join in sensor networks. In DASFAA, 2005.
[7]
A. J. Demers, J. Gehrke, R. Rajaraman, A. Trigoni, and Y. Yao. The Cougar project: a work-in-progress report. SIGMOD Record, 32(3), 2003.
[8]
T. M. Gil and S. Madden. Scoop: An adaptive indexing scheme for stored data in sensor networks. In ICDE, pages 1345--1349, 2007.
[9]
M. A. Hammad, W. G. Aref, and A. K. Elmagarmid. Stream window join: tracking moving objects in sensor-network databases. In SSDBM, 2003.
[10]
P. Levis, N. Lee, M. Welsh, and D. Culler. TOSSIM: Accurate and scalable simulation of entire TinyOS applications. In SenSys, 2003.
[11]
S. Madden, M. J. Franklin, J. M. Hellerstein, and W. Hong. Design of an acquisitional query processor for sensor networks. In SIGMOD, 2003.
[12]
S. Nath, P. B. Gibbons, S. Seshan, and Z. R. Anderson. Synopsis diffusion for robust aggregation in sensor networks. In SenSys, 2004.
[13]
S. Ratnasamy, B. Karp, S. Shenker, D. Estrin, R. Govindan, L. Yin, and F. Yu. Data-centric storage in sensornets with GHT, a geographic hash table. Mob. Netw. Appl., 8(4), 2003.
[14]
X. Yang, H.-B. Lim, M. T. Özsu, and K.-L. Tan. In-network execution of monitoring queries in sensor networks. In SIGMOD, 2007.
[15]
H. Yu, E.-P. Lim, and J. Zhang. On in-network synopsis join processing for sensor networks. In MDM, 2006.
[16]
D. Zeinalipour-Yazti, Z. Vagena, D. Gunopulos, V. Kalogeraki, and V. Tsotras. The threshold join algorithm for top-k queries in distributed sensor networks. In DMSN, 2005.

Cited By

View all
  • (2016)Efficient Distributed Query ProcessingIEEE Transactions on Automation Science and Engineering10.1109/TASE.2016.253094113:3(1230-1246)Online publication date: Jul-2016
  • (2015)In-Network Processing of an Iceberg Join Query in Wireless Sensor Networks Based on 2-Way Fragment SemijoinsSensors10.3390/s15030610515:3(6105-6132)Online publication date: 12-Mar-2015
  • (2015)Optimal processing node discovery algorithm for distributed computing in IoT2015 5th International Conference on the Internet of Things (IOT)10.1109/IOT.2015.7356550(72-79)Online publication date: Oct-2015
  • Show More Cited By

Index Terms

  1. A substrate for in-network sensor data integration

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    DMSN '08: Proceedings of the 5th workshop on Data management for sensor networks
    August 2008
    63 pages
    ISBN:9781605582849
    DOI:10.1145/1402050
    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]

    Sponsors

    • Intel: Intel

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 24 August 2008

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. joins
    2. routing
    3. sensor networks

    Qualifiers

    • Research-article

    Conference

    DMSN '08
    Sponsor:
    • Intel

    Acceptance Rates

    Overall Acceptance Rate 6 of 16 submissions, 38%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)0
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 09 Nov 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2016)Efficient Distributed Query ProcessingIEEE Transactions on Automation Science and Engineering10.1109/TASE.2016.253094113:3(1230-1246)Online publication date: Jul-2016
    • (2015)In-Network Processing of an Iceberg Join Query in Wireless Sensor Networks Based on 2-Way Fragment SemijoinsSensors10.3390/s15030610515:3(6105-6132)Online publication date: 12-Mar-2015
    • (2015)Optimal processing node discovery algorithm for distributed computing in IoT2015 5th International Conference on the Internet of Things (IOT)10.1109/IOT.2015.7356550(72-79)Online publication date: Oct-2015
    • (2014)Proactive adaptations in sensor network query processingProceedings of the 26th International Conference on Scientific and Statistical Database Management10.1145/2618243.2618267(1-12)Online publication date: 30-Jun-2014
    • (2014)Dragon: Data discovery and collection architecture for distributed IoT2014 International Conference on the Internet of Things (IOT)10.1109/IOT.2014.7030121(91-96)Online publication date: Oct-2014
    • (2013)In-Network Processing of Joins in Wireless Sensor NetworksSensors10.3390/s13030335813:3(3358-3393)Online publication date: 11-Mar-2013
    • (2012)Optimization Methodology of Dynamic Links in Wireless Sensor NetworkAdvanced Materials Research10.4028/www.scientific.net/AMR.546-547.856546-547(856-861)Online publication date: Jul-2012
    • (2012)An Optimized Dynamic Join Query Method for Multi-Hop Wireless Sensor NetworksAdvanced Materials Research10.4028/www.scientific.net/AMR.476-478.2091476-478(2091-2095)Online publication date: Feb-2012
    • (2012)Efficient optimization and processing for distributed monitoring and control applicationsProceedings of the on SIGMOD/PODS 2012 PhD Symposium10.1145/2213598.2213615(69-74)Online publication date: 20-May-2012
    • (2010)Dynamic join optimization in multi-hop wireless sensor networksProceedings of the VLDB Endowment10.14778/1920841.19209993:1-2(1279-1290)Online publication date: 1-Sep-2010
    • Show More Cited By

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media