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Design of multimedia Web server using a neuro-fuzzy framework

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3 Author(s)
Ali, Z. ; Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA ; Lee, C.S.G. ; Ghafoor, A.

In this paper, we propose a neuro-fuzzy scheduler (NFS) for a multimedia Web server to ensures synchronized delivery of multimedia documents. The problem of scheduling multimedia information to ensure media synchronization in a Web environment is identified as a multicriteria scheduling problem which is NP-hard. The proposed NFS makes an intelligent compromise among multicriteria by properly combining some scheduling heuristics. Performance of the NFS is compared with several known heuristics and a branch and bound algorithm. The results show that the proposed neuro-fuzzy scheduler can dynamically adjust to the varying work-load quite well

Published in:
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on  (Volume:1 )

Date of Conference: 7-10 May 2000

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