TY - GEN
T1 - Value-of-information based middleware for autonomic querying of distributed sensor databases
AU - Sukumar, Sreenivas R.
AU - Shankar, Mallikarjun
PY - 2010
Y1 - 2010
N2 - With particular focus on distributed situational awareness in defense and security applications, we propose a value-ofinformation based middleware framework as a paradigm shift from crawl-index based centralized search. The proposed approach seeks to improve efficiency in search and retrieval by transforming sensors into programmable information points and enabling ubiquitous data and software flows through the infrastructure of the distributed network. We explain the different components of such a middleware framework to organize, tag and notify emerging spatial, temporal and causal patterns from the sensor measurements. We conclude the paper with a brief discussion on the top-down programming model that can realize the framework as a reconfigurable sensor query system.
AB - With particular focus on distributed situational awareness in defense and security applications, we propose a value-ofinformation based middleware framework as a paradigm shift from crawl-index based centralized search. The proposed approach seeks to improve efficiency in search and retrieval by transforming sensors into programmable information points and enabling ubiquitous data and software flows through the infrastructure of the distributed network. We explain the different components of such a middleware framework to organize, tag and notify emerging spatial, temporal and causal patterns from the sensor measurements. We conclude the paper with a brief discussion on the top-down programming model that can realize the framework as a reconfigurable sensor query system.
KW - distributed data analysis
KW - distributed querying
KW - search and retrieval
KW - sensor query systems
UR - http://www.scopus.com/inward/record.url?scp=79953698756&partnerID=8YFLogxK
U2 - 10.1117/12.851685
DO - 10.1117/12.851685
M3 - Conference contribution
AN - SCOPUS:79953698756
SN - 9780819481733
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Cyber Security, Situation Management, and Impact Assessment II; and Visual Analytics for Homeland Defense and Security II
T2 - Cyber Security, Situation Management, and Impact Assessment II; and Visual Analytics for Homeland Defense and Security II
Y2 - 5 April 2010 through 9 April 2010
ER -