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- W1524713758 abstract "Performance degradation in communication networks can be viewed to be caused by a set of faults, called soft failures, owing to which the network resources like bandwidth can not be utilized to the expected level. An automated solution to the performance management problem involves identifying these soft failures and use/suggest suitable remedies to tune the network for better performance. Abductive reasoning model is identified as a suitable candidate for the network performance management problem. An approach to solve this problem using the realistic abductive reasoning model is proposed. The realistic abductive inference mechanism is based on the parsimonious covering theory with some new features added to the general abductive reasoning model. The network performance management knowledge is assumed to be represented in the most general form of causal chaining, namely, hyper-bipartite network. Ethernet performance management is taken up as a case study. The results obtained by the proposed approach demonstrate its effectiveness in solving the network performance management problem." @default.
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- W1524713758 date "1995-01-01" @default.
- W1524713758 modified "2023-09-25" @default.
- W1524713758 title "Network Performance Management Using Realistic Abductive Reasoning Model" @default.
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- W1524713758 doi "https://doi.org/10.1007/978-0-387-34890-2_17" @default.
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