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G. P. Kumar and P. Venkataram, Network Fault and Performance Management Using Realistic Abductive Reasoning Model, Journal of Indian Institute of Science, Special issue on Intelligent Systems, Vol.28, No.6, pp.703-707, 1995.

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Network Performance Management Using Reinforcement Learning - Prem Kumar And   Self-citation (Kumar Venkataram)   (Correct)

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G. P. Kumar and P. Venkataram, Network Fault and Performance Management Using Realistic Abductive Reasoning Model, Journal of Indian Institute of Science, Special issue on Intelligent Systems, Vol.28, No.6, pp.703-707, 1995.


AI Approaches to Network Management: Recent Advances and A.. - Kumar, Venkataram   Self-citation (Kumar Venkataram)   (Correct)

....in [131] Traffic control for ATM networks using neural networks is studied in [129] The special issue [130] provides the neurocomputing aspects in high speed networks in the areas of adaptive control in ATM networks, B ISDN flow control and intelligent traffic control for ATM networks. In [51][52] the Performance Management has been considered as a special case of a Fault Management and is solved using the realistic abductive reasoning model, as discussed above to identify the soft failures. Then, Recurrent Neural Network based 13 Reinforcement Learning mechanism is used to make the ....

G. P. Kumar and P. Venkataram, Network Fault and Performance Management Using Realistic Abductive Reasoning Model, to appear in : Jl. of Indian Institute of Science, Special issue on Intelligent Systems.

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