Intelligent Web caching using neurocomputing and particle swarm optimization algorithm

Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008

Volumn , Issue , 2008, Pages 642-647

  Sulaiman, Sarina ^a   Shamsuddin, Siti Mariyam ^a   Forkan, Fadni ^a   Abraham, Ajith ^b  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

^b NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

ALPHA PARTICLE SPECTROMETERS; ARTIFICIAL INTELLIGENCE; ASSET MANAGEMENT; BACKPROPAGATION; INTERNET; MARKUP LANGUAGES; NEURAL NETWORKS; OPTIMIZATION; PARTICLE SPECTROMETERS; WORLD WIDE WEB;

ARTIFICIAL NEURAL NETWORK; BANDWIDTH CONSUMPTION; HTML DOCUMENTS; INTELLIGENT WEB; INTERNATIONAL CONFERENCES; MODELLING AND SIMULATION; NETWORK TRAFFICS; NEURO-COMPUTING; PARTICLE SWARM OPTIMIZATION ALGORITHM; PARTICLE-SWARM OPTIMIZATION; TEMPORARY STORAGE; WEB CACHING; WEB OBJECTS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 50249164299     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AMS.2008.40     Document Type: Conference Paper

References (11)

1. Brain, D. Davison, Web Caching Overview, http://www.Web-caching. com/welcome.html.
2. Kennedy, J., and Eberhart, R. C., Particle Swarm Optimization, Proc. IEEE Int'l Conf. on Neural Networks IV, Piscataway, 1995, pp.1942 - 1948.
3. Eberhart, R. C., and Shi Y., "Particle Swarm Optimization: Development, Application and Resources", Evolutionary Computation, Volume 1, 2001, pp.27-30.
4. Hammami, O., Towards Self Organizing Cache Memories Using Neural Networks, University of Aizu, under Fukushima. Grant, Japan, 1996, pp.965-80.
5. Rousskov, A., and Soloviev, V., On Performance of Caching Proxies, Short version appears as poster paper in ACM SIGMETRIC'98 Conference, 1998.
6. Liu M., Wang F. Y., Zeng D., and Yang L., An Overview of World Wide Web Caching, IEEE International Conference on. Systems, Man, and Cybematics, Volume 5, 2001, pp.3045-3050.
7. Koskela, T., Neural Network Method in Analysing and Modelling Time Varying Processes, PhD dissertation, Helsinki University of Technology, 2004.
8. Sulaiman, S., Shamsuddin S. M., and Abraham, A., An Implementation of Rough Set in Optimizing Mobile Web Caching Performance, Tenth International Conference on Computer Modeling and Simulation, UKSiM/EUROSiM 2008, Cambridge, UK, IEEE Computer Society Press, USA, 2008 (in press).
9. Forkan, F., Sulaiman, S., and Mohammed, F., Artificial Life and Artificial Neural Network - A Comparison Study, The 3rd International Seminar on Information and Communication Technology, ICTS, Surabaya, Indonesia, Faculty of Information Technology, Sepuluh Nopember Institute of Technology, 2007, pp.181-185.
10. Lippmann, R.P., An Introduction to Computing with Neural Net, IEEE ASSP Magazine, April, 1987, pp.4-22.
11. Mohamed, F., Intelligent Web Caching Architecture, Master thesis, Faculty of Computer Science and Information System, Universiti Teknologi Malaysia, 2007.