@inproceedings{55730c334f1c4ee1831ec0dde6f3f517,
title = "MobiS: A distributed paradigm of mobile sensor data analytics for evaluating environmental exposures",
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.",
keywords = "HBase, Hadoop, MapReduce, environmental exposome, health monitoring, mobile sensor data",
author = "Bae, {Wan D.} and Sada Narayanappa and Shayma Alkobaisi and Bae, {Kye Y.}",
year = "2012",
doi = "10.1145/2442810.2442827",
language = "English",
isbn = "9781450316996",
series = "Proc. 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",
pages = "93--96",
booktitle = "Proc. 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",
note = "1st 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 ; Conference date: 06-11-2012 Through 06-11-2012",
}