TY - GEN
T1 - An approximation algorithm for data storage placement in sensor networks
AU - Sheng, Bo
AU - Tan, Chiu C.
AU - Li, Qun
AU - Mao, Weizhen
PY - 2007
Y1 - 2007
N2 - Data storage has become an important issue in sensor networks as a large amount of collected data needs to be archived for future information retrieval. This paper proposes to introduce storage nodes that can store data collected from the sensors in their proximities. The storage nodes alleviate the heavy load of transmitting all the data to a central place for archiving and reduce the communication cost induced by the network query. This paper considers the storage node placement problem to minimize the total power consumption for data funneling to the storage nodes and data query. We formulate it as an integer linear programming problem and present an approximation algorithm based on a rounding technique. Our simulation shows that our approximation algorithm performs well in practice.
AB - Data storage has become an important issue in sensor networks as a large amount of collected data needs to be archived for future information retrieval. This paper proposes to introduce storage nodes that can store data collected from the sensors in their proximities. The storage nodes alleviate the heavy load of transmitting all the data to a central place for archiving and reduce the communication cost induced by the network query. This paper considers the storage node placement problem to minimize the total power consumption for data funneling to the storage nodes and data query. We formulate it as an integer linear programming problem and present an approximation algorithm based on a rounding technique. Our simulation shows that our approximation algorithm performs well in practice.
UR - https://www.scopus.com/pages/publications/46849090119
UR - https://www.scopus.com/pages/publications/46849090119#tab=citedBy
U2 - 10.1109/WASA.2007.141
DO - 10.1109/WASA.2007.141
M3 - Conference contribution
AN - SCOPUS:46849090119
SN - 076952981X
SN - 9780769529813
T3 - WASA 2007 - The 2nd International Conference on Wireless Algorithms, Systems and Applications
SP - 71
EP - 78
BT - WASA 2007 - The 2nd International Conference on Wireless Algorithms, Systems and Applications
T2 - 2nd Annual International Conference on Wireless Algorithms, Systems, and Applications, WASA 2007
Y2 - 1 August 2007 through 3 August 2007
ER -