A Sensor Grid Framework for Acoustic Surveillance Applications

This paper describes the design and implementation of a framework that integrates deployment, execution, and notification mechanisms for running surveillance monitoring applications on multi-purpose grids. The proposed framework employs statistical analysis over historical data along with self-adaptive mechanisms to allocate efficiently task to resources. This framework has been deployed on a set of computational resources pertaining to the Pacific Rim Applications and Grid Middleware Assembly (PRAGMA) infrastructure.

[1]  Douglas Thain,et al.  Distributed computing in practice: the Condor experience , 2005, Concurr. Pract. Exp..

[2]  Steven Tuecke,et al.  The Physiology of the Grid An Open Grid Services Architecture for Distributed Systems Integration , 2002 .

[3]  Francine Berman,et al.  Adaptive Computing on the Grid Using AppLeS , 2003, IEEE Trans. Parallel Distributed Syst..

[4]  Yong Zhao,et al.  Falkon: a Fast and Light-weight tasK executiON framework , 2007, Proceedings of the 2007 ACM/IEEE Conference on Supercomputing (SC '07).

[5]  Debasish Ghose,et al.  Divisible Load Theory: A New Paradigm for Load Scheduling in Distributed Systems , 2004, Cluster Computing.

[6]  Sanjay P. Ahuja,et al.  A Survey on Wireless Grid Computing , 2006, The Journal of Supercomputing.

[7]  Sanjay Jha,et al.  The design and evaluation of a hybrid sensor network for Cane-Toad monitoring , 2005 .

[8]  Kejie Lu A Cross-Layer Design Framework for Wireless Sensor Networks with Environmental Monitoring Applications , 2007 .

[9]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[10]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[11]  Sanjay Jha,et al.  The design and evaluation of a hybrid sensor network for cane-toad monitoring , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..

[12]  Eduardo Huedo,et al.  A framework for adaptive execution in grids , 2004, Softw. Pract. Exp..

[13]  Kenneth Chiu,et al.  Integrating Instruments and Sensors into the Grid with CIMA Web Services , 2005 .

[14]  Yong Meng Teo,et al.  Sensor grid: integration of wireless sensor networks and the grid , 2005, The IEEE Conference on Local Computer Networks 30th Anniversary (LCN'05)l.

[15]  Francine Berman,et al.  The GrADS Project: Software Support for High-Level Grid Application Development , 2001, Int. J. High Perform. Comput. Appl..

[16]  Deborah Estrin,et al.  The design and implementation of a self-calibrating distributed acoustic sensing platform , 2006, SenSys '06.

[17]  Zhou Lei,et al.  The portable batch scheduler and the maui scheduler on linux clusters , 2000 .

[18]  F. James Statistical Methods in Experimental Physics , 1973 .