DocumentCode :
591847
Title :
Visualizing large sensor network data sets in space and time with vizzly
Author :
Keller, Matthias ; Beutel, Jan ; Saukh, Olga ; Thiele, Lothar
Author_Institution :
Comput. Eng. & Networks Lab., ETH Zurich, Zurich, Switzerland
fYear :
2012
fDate :
22-25 Oct. 2012
Firstpage :
925
Lastpage :
933
Abstract :
This paper presents Vizzly, a middleware for the interactive browsing of large sensor network data sets. Provided map and line plot widgets allow to visualize structured data from mobile and static sensors. A user is completely free in selecting sensor data based on time and location, suitable levels of temporal and spatial detail are automatically chosen by the Vizzly server. Vizzly automatically adapts to user interactions, new data is automatically loaded when query parameters change. Request response times are significantly reduced by the use of caching techniques, most requests are served from already pre-computed data that is stored in the memory of the Vizzly server. Vizzly has already been successfully integrated into the PermaSense and OpenSense projects, a single instance is currently handling more than 550 millions of data points.
Keywords :
data structures; data visualisation; middleware; telecommunication computing; wireless sensor networks; OpenSense projects; PermaSense projects; Vizzly; Wireless sensor networks; caching techniques; data structure visualization; interactive browsing; middleware; mobile sensors; query parameters; spatial detail; static sensors; temporal detail; visualizing large sensor network data sets; Aggregates; Arrays; Data visualization; Mobile communication; Sensors; Spatial resolution; Time series analysis; Big Data; Caching; Mobile Sensing; Visualization; Wireless Sensor Networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Local Computer Networks Workshops (LCN Workshops), 2012 IEEE 37th Conference on
Conference_Location :
Clearwater, FL
Print_ISBN :
978-1-4673-2130-3
Type :
conf
DOI :
10.1109/LCNW.2012.6424084
Filename :
6424084
Link To Document :
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