Using swarm intelligence to optimize the energy consumption for distributed systems

Modern Applied Science

Volumn 7, Issue 6, 2013, Pages 59-66

  Neil Bergmann, ^a   Chung, Yuk Ying ^b   Yang, Xiangrui ^b   Chen, Zhe ^b   Yeh, Wei Chang ^c   He, Xiangjian ^c   Jurdak, Raja ^d  

^a UNIVERSITY OF QUEENSLAND   (Australia)

^b UNIVERSITY OF SYDNEY   (Australia)

^c UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^d CSIRO   (Australia)

Author keywords

Distributed computing; Energy optimization; Evolutionary algorithm

Indexed keywords

EID: 84881598452     PISSN: 19131844     EISSN: 19131852     Source Type: Journal    
DOI: 10.5539/mas.v7n6p59     Document Type: Article

References (12)

1. Amdahl, G. M. (1967). Validity of the Single Processor Approach to Achieving Large-Scale Computing Capabilities. Solid-State Circuits Society Newsletter, IEEE, 12(3), 19-20. http://dx.doi.org/10.1109/N-SSC.2007.4785615
2. Beni, G. (1989). From Swarm Intelligence to Swarm Robotics. Swarm Robotics Lecture Notes in Computer Science, 3342, 1-9. http://dx.doi.org/10.1007/978-3-540-30552-1_1
3. Distributed Computing http://en.wikipedia.org/wiki/Distributed_computing
4. Garey, M. R., & Johnson, D. S. (1990). Computers and Intractability; A Guide to the Theory of NP-Completeness. New York, NY, USA: W. H. Freeman Co.
5. Goldberg, D. E. (1989). Genetic Algorithms in Search, Optimization, and Machine Learning. Reading, Mass: Addison-Wesley.
6. Kennedy, J., & Eberhart, R. (1995). Full text access may be available. Particle swarm optimization. IEEE International Conference on Neural Networks, 4, 1942-1948. http://dx.doi.org/10.1109/ICNN.1995.488968
7. Kashan, A. H., & Karim, B. (2009). A discrete particle swarm optimization algorithm for scheduling parallel machines. Computers & Industrial Engineering, 56(1), 216-223. http://dx.doi.org/10.1016/j.cie.2008.05.007
8. Koomey, J. G. (2008). Worldwide electricity used in data centers. Environmental Research Letters, 3(034008). http://dx.doi.org/10.1088/1748-9326/3/3/034008
9. Lee, Y. C., & Zomaya, A. Y. (2009). Minimizing energy consumption for precedence-constrained applications using dynamic voltage scaling. In Proceedings of 9th IEEE/ACM International Symposium on Cluster Computing and the Grid. http://dx.doi.org/10.1109/CCGRID.2009.16
10. Parallel Computing http://en.wikipedia.org/wiki/Parallel_computing
11. Rabaey, J. M. (1996). Digital Integrated Circuits. Upper Saddle River, NJ: Prentice Hall.
12. Swarm Intelligence http://en.wikipedia.org/wiki/Swarm_intelligence