Title
A model-based back-end for air quality data management
Abstract
In this paper we present a hybrid model for real-time query processing over data stream collected by mobile air quality sensors. First, we introduce a novel indexing scheme for representing air quality and use it for generating and evaluating a static model over a yearly dataset. Then, this model is combined with a dynamic nearest-neighbor approach for real-time updates, and implemented into the Global Sensor Network (GSN) middleware, with added support for model queries.
Year
DOI
Venue
2013
10.1145/2494091.2499772
UbiComp (Adjunct Publication)
Keywords
Field
DocType
real-time query processing,global sensor network,model query,air quality data management,added support,static model,hybrid model,data stream,air quality,real-time updates,mobile air quality sensor,data mining
Middleware,Static model,Mobile sensing,Computer science,Data stream,Search engine indexing,Air quality index,Data management,Wireless sensor network,Database
Conference
Citations 
PageRank 
References 
2
0.39
14
Authors
4
Name
Order
Citations
PageRank
Erol Can Un150.92
Julien Eberle21127.81
Yong-sung Kim331028.97
Karl Aberer46459662.26