MobiS: A distributed paradigm of mobile sensor data analytics for evaluating environmental exposures

Wan D. Bae, Sada Narayanappa, Shayma Alkobaisi, Kye Y. Bae

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)

    Abstract

    Continued advances and cost reduction in personal mobile devices such as smart phones made them widely used in daily-life practices. Mobile devices can be integrated with a growing set of cheap powerful embedded sensors that enable the emergence of mobile sensing applications, including healthcare, environmental monitoring and transportation. As the size of the sensor data continuously grows, managing the data becomes increasingly difficult using traditional database systems. This paper proposes a new framework for large-scale continuously changing mobile sensor data analysis. We discuss the emerging environmental sensing paradigms and opportunities to apply HBase and MapReduce for managing multiple sensor data in the environmental exposome domain. Moreover, we provide an architectural framework and present a concrete use case with a set of data models, spatio-temporal queries, and MapReduce functions.

    Original languageEnglish
    Title of host publicationProc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012
    Pages93-96
    Number of pages4
    DOIs
    Publication statusPublished - Dec 1 2012
    Event1st ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Held in Conjunction with the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2012 - Redondo Beach, CA, United States
    Duration: Nov 6 2012Nov 6 2012

    Publication series

    NameProc. of the 1st ACM SIGSPATIAL Int. Workshop on Mobile Geographic Inf. Systems, MobiGIS 2012 - In Conjunction with the 20th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Inf. Systems, GIS 2012

    Other

    Other1st ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Held in Conjunction with the 20th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2012
    Country/TerritoryUnited States
    CityRedondo Beach, CA
    Period11/6/1211/6/12

    Keywords

    • HBase
    • Hadoop
    • MapReduce
    • environmental exposome
    • health monitoring
    • mobile sensor data

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Information Systems

    Fingerprint

    Dive into the research topics of 'MobiS: A distributed paradigm of mobile sensor data analytics for evaluating environmental exposures'. Together they form a unique fingerprint.

    Cite this