Energy-efficient task mapping for data-driven sensor network macroprogramming

IEEE Transactions on Computers

Volumn 59, Issue 7, 2010, Pages 955-968

  Pathak, Animesh ^a   Prasanna, Viktor K ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

Macroprogramming; Sensor networks; Task mapping

Indexed keywords

APPLICATION DEVELOPERS; COMPLEX NATURE; DATA-DRIVEN; ENERGY EFFICIENT; MAPPING PROBLEM; MATHEMATICAL FORMULATION; MIXED-INTEGER PROGRAMMING; MULTIPLE-PATH; ORDERS OF MAGNITUDE; REAL-WORLD; TASK GRAPH REPRESENTATION; TASK MAPPING; TOTAL ENERGY; WORST-CASE PERFORMANCE;

CONFORMAL MAPPING; INTEGER PROGRAMMING; SENSOR NETWORKS;

WIRELESS SENSOR NETWORKS;

EID: 77952920906     PISSN: 00189340     EISSN: None     Source Type: Journal    
DOI: 10.1109/TC.2009.168     Document Type: Article

References (28)

1. A. Bakshi, V. K. Prasanna, J. Reich, and D. Larner, "The Abstract Task Graph: A Methodology for Architecture-Independent Programming of Networked Sensor Systems," Proc. Workshop End-to-End Sense-and-Respond Systems (EESR), 2005.
2. T. T. Hsieh, "Using Sensor Networks for Highway and Traffic Applications," IEEE Potentials, vol. 23, no. 2, pp. 13-16, Apr./May 2004.
3. M. Dermibas, "Wireless Sensor Networks for Monitoring of Large Public Buildings," technical report, Univ. at Buffalo, 2005.
4. T. He, S. Krishnamurthy, L. Luo, T. Yan, L. Gu, R. Stoleru, G. Zhou, Q. Cao, P. Vicaire, J. A. Stankovic, T. F. Abdelzaher, J. Hui, and B. Krogh, "Vigilnet: An Integrated Sensor Network System for Energy-Efficient Surveillance," ACM Trans. Sensor Networks, vol. 2, sno. 1, pp. 1-38, 2006.
5. A. Pathak and V. K. Prasanna, "Energy-Efficient Task Mapping for Data-Driven Sensor Network Macroprogramming," Proc. Int'l Conf. Distributed Computing in Sensor Systems (DCOSS), June 2008.
6. Optimiztions: Handbooks in Operations Research and Management Science, G. Nemhauser, A. RinnooyKan, and M. Todd, eds. North-Holland, vol. 1. 1989.
7. J. R. Evans and E. Minieka, Optimization Algorithms for Networks and Graphs, second ed. CRC Press, 1992.
8. "LP Solve," http://lpsolve.sourceforge.net/, 2009.
9. S. H. Bokhari, "On the Mapping Problem," IEEE Trans. Computers, vol. 30, sno. 3, pp. 207-214, Mar. 1981.
10. H. El-Rewini, T. G. Lewis, and H. H. Ali, Task Scheduling in Parallel and Distributed Systems. Prentice-Hall, Inc., 1994.
11. P.-Y. R. Ma, E. Lee, and M. Tsuchiya, "A Task Allocation Model for Distributed Computing Systems," IEEE Trans. Computers, vol. 31, sno. 1, pp. 41-47, Jan. 1982.
12. C. Ravikumar and A. Gupta, "Genetic Algorithm for Mapping Tasks onto a Reconfigurable Parallel Processor," IEE Proc. Computers and Digital Techniques, vol. 142, sno. 2, pp. 81-86, Mar. 1995.
13. M. Kafil and I. Ahmad, "Optimal Task Assignment in Heterogeneous Computing Systems," Proc. Sixth Heterogeneous Computing Workshop (HCW '97), Apr. 1997.
14. B. K. B. Tat, B. Veeravalli, T. Hung, and S. S. C. Wee, "A Co-Ordinate Based Resource Allocation Strategy for Grid Environments," Proc. Sixth IEEE Int'l Symp. Cluster Computing and Grid (CCGRID), pp. 561-567, May 2006.
15. S. K. Prasad and A. Dhawan, "Distributed Algorithms for Lifetime of Wireless Sensor Networks Based on Dependency Structure among Cover Sets," Proc. Int'l Conf. High Performance Computing (HiPC), 2007.
16. C. Efthymiou, S. Nikoletseas, and J. Rolim, "Energy Balanced Data Propagation in Wireless Sensor Networks," Wireless Networks J., special issue on algorithms for wireless, mobile, ad hoc and sensor networks, vol. 12, sno. 6, pp. 691-707, 2006. (Pubitemid 44546786)
17. Y. Yu and V. K. Prasanna, "Energy-Balanced Task Allocation for Collaborative Processing in Wireless Sensor Networks," Mobile Networks and Applications, vol. 10, nos. 1/2, pp. 115-131, 2005.
18. Y. Tian, E. Ekici, and F. Ozguner, "Energy-Constrained Task Mapping and Scheduling in Wireless Sensor Networks," Proc. IEEE Int'l Conf. Mobile Adhoc and Sensor Systems Conf. RPMSN Workshop, 2005.
19. K. H. Low, W. Leow, and J. M. H. Ang, "Autonomic Mobile Sensor Network with Self-Coordinated Task Allocation and Execution," IEEE Trans. Systems, Man and Cybernetics, Part C: Applications and Rev., vol. 36, sno. 3, pp. 315-327, May 2006.
20. L. K. Goh and B. Veeravalli, "An Energy-Balanced Task Scheduling Heuristic for Heterogeneous Wireless Sensor Networks," Proc. Int'l Conf. High Performance Computing (HiPC), pp. 257-268, 2008.
21. Z. Abrams and J. Liu, "Greedy Is Good: On Service Tree Placement for In-Network Stream Processing," Proc. 26th IEEE Int'l Conf. Distributed Computing Systems (ICDCS '06), p. 72, 2006.
22. C. Frank and K. Römer, "Solving Generic Role Assignment Exactly," Proc. Int'l Parallel and Distributed Processing Symp. (IPDPS), 2006.
23. R. Gummadi, O. Gnawali, and R. Govindan, "Macro-Programming Wireless Sensor Networks Using Kairos," Proc. Int'l Conf. Distributed Computing in Sensor Systems (DCOSS), pp. 126-140, 2005. (Pubitemid 41425113)
24. N. Kothari, R. Gummadi, T. Millstein, and R. Govindan, "Reliable and Efficient Programming Abstractions for Wireless Sensor Networks," Proc. 2007 ACM SIGPLAN Conf. Programming Language Design and Implementation (PLDI '07), pp. 200-210, 2007.
25. R. Newton, G. Morrisett, and M. Welsh, "The Regiment Macroprogramming System," Proc. Sixth Int'l Conf. Information Processing in Sensor Networks (IPSN '07), pp. 489-498, 2007.
26. A. Awan, S. Jagannathan, and A. Grama, "Macroprogramming Heterogeneous Sensor Networks Using Cosmos," Proc. Second ACM SIGOPS/EuroSys European Conf. Computer Systems 2007 (EuroSys '07), pp. 159-172, 2007.
27. T. W. Hnat, T. I. Sookoor, P. Hooimeijer, W. Weimer, and K. Whitehouse, "Macrolab: A Vector-Based Macroprogramming Framework for Cyber-Physical Systems," Proc. Sixth ACM Conf. Embedded Network Sensor Systems (SenSys '08), pp. 225-238, 2008.
28. A. Pathak, L. Mottola, A. Bakshi, G. P. Picco, and V. K. Prasanna, "A Compilation Framework for Macroprogramming Networked Sensors," Proc. Third Int'l Conf. Distributed Computing on Sensor Systems (DCOSS), 2007.