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Title: Knowledge Discovery from Sensor Data For Scientific Applications

Abstract

Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few years due to the huge numbers of data streams to be managed continuously and at a very high rate. The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system.

Authors:
 [1];  [1];  [1];  [1];  [1]
  1. ORNL
Publication Date:
Research Org.:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Org.:
USDOE Laboratory Directed Research and Development (LDRD) Program
OSTI Identifier:
932049
DOE Contract Number:
DE-AC05-00OR22725
Resource Type:
Book
Country of Publication:
United States
Language:
English
Subject:
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE; SENSORS; DATA TRANSMISSION; DATA PROCESSING; DATA ANALYSIS; INFORMATION RETRIEVAL

Citation Formats

Ganguly, Auroop R, Omitaomu, Olufemi A, Fang, Yi, Khan, Shiraj, and Bhaduri, Budhendra L. Knowledge Discovery from Sensor Data For Scientific Applications. United States: N. p., 2007. Web.
Ganguly, Auroop R, Omitaomu, Olufemi A, Fang, Yi, Khan, Shiraj, & Bhaduri, Budhendra L. Knowledge Discovery from Sensor Data For Scientific Applications. United States.
Ganguly, Auroop R, Omitaomu, Olufemi A, Fang, Yi, Khan, Shiraj, and Bhaduri, Budhendra L. Mon . "Knowledge Discovery from Sensor Data For Scientific Applications". United States. doi:.
@article{osti_932049,
title = {Knowledge Discovery from Sensor Data For Scientific Applications},
author = {Ganguly, Auroop R and Omitaomu, Olufemi A and Fang, Yi and Khan, Shiraj and Bhaduri, Budhendra L},
abstractNote = {Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few years due to the huge numbers of data streams to be managed continuously and at a very high rate. The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Mon Jan 01 00:00:00 EST 2007},
month = {Mon Jan 01 00:00:00 EST 2007}
}

Book:
Other availability
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