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  1. Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS '16)
  2. A survey of techniques and open-source tools for processing streams of spatio-temporal events
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Formalization of network-constrained moving object queries with application to benchmarking
Continuous detection of black holes for moving objects at sea
Categorizing spatiotemporal aggregates for moving regions
On computing temporal functions for time-dependent networks using trajectory data streams
ST-DCONTOUR: a serial, density-contour based spatio-temporal clustering approach to cluster location streams
A survey of techniques and open-source tools for processing streams of spatio-temporal events
A general feature-based map matching framework with trajectory simplification
MobiDict: a mobility prediction system leveraging realtime location data streams
Mining frequent episodes from multivariate spatiotemporal event sequences
Mining frequent trajectory patterns from online footprints

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A survey of techniques and open-source tools for processing streams of spatio-temporal events

Content Provider ACM Digital Library
Author Hughes, James N. Fox, Anthony D. Eichelberger, Christopher N. Zimmerman, Matthew D.
Abstract With the rise of location-aware IoT devices, there is an increased desire to process data streams in a real-time manner. Responding to such streams may require processing data from multiple streams to inform decisions. There are many uses cases for putting the location data from the sensors or an analytic derivative on a map for a live view of sensors or other assets. Here we describe an architecture which relies solely on free and open-source components to provide streaming spatio-temporal event processing, analysis, and near-real-time visualization.
Starting Page 1
Ending Page 4
Page Count 4
File Format PDF
ISBN 9781450345798
DOI 10.1145/3003421.3003432
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-10-31
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Real-time spatial data visualization Geo-cep Geomesa Distributed spatio-temporal event processing
Content Type Text
Resource Type Article
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