This work is aimed at network software developers, project managers, engineers and researchers, but should also be useful for network adminstrators, support staff, AI professionals and graduate students on network management courses. Offering an alternative to the expert systems paradigm for automating network management tasks, which will solve a problem but will not store the solution for the future, case based reasoning enables the system to retrieve the solution and attempt to adapt it to solve a new problem. This work discusses the applications of CBR-based network management, and provides instructions for building CBR-based network solvers. Examples of successful CB applications are included.
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One of the rare books in this category of Books,
This review is from: Managing Computer Networks: A Case-Based Reasoning Approach (Telecommunications Library) (Hardcover)
About two years ago I was working on a project on fault-management of a vast and heterogenous network, and my main interest was event correlation in a global scale. The problem with that was that most of the work in that area (academic or otherwise) were in some of the few telecommunication network management conferences, or in the folklore. One had to dig into existing systems to understand what has been done in the past and what are the existing approaches. At that time, this book by Dr. Lewis came into my attention. It is short but well structured book which I finished within a few days. It advocates a case based reasoning approach to intelligently infer network outage and other faults, from local information about events which are seemingly localized. In describing a prototype system, the author has done a succint but clear exposition, together with a good coverage on what case base reasoning is all about.Although eventually I did not take the case based reasoning approach, and took a more algorithmic approach, I found the book to be one of the rarest of its kind, and I must recommend it to any one who is interested in developing a global fault management system for a network by automating inference methods from local fault information about the network.
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Inside This Book
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First Sentence:
Our goal in this chapter is to understand the basic concepts and scope of network management. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
meshed memory, probable cause code, fault management architecture, parameterized adaptation, lexical pattern matcher, null adaptation, ticket generator, network fault management, fault management system, alarm age, cannot copy files, trouble ticket systems, reboot device, integrated network management, network symptoms, relevance matching, ticket structure, alarms view, procedural adaptation, network problem solving, relevance rules, network alarms, basic slots, intermittent alarms, case library Key Phrases - Capitalized Phrases (CAPs): (learn more)
Case-Based Reasoning, Elsevier Science Publishers, New York, Action Request System, Addison-Wesley Publishing Company, Morgan Kaufmann, Other Info, Worldwide Intelligent Systems, Cabletron Systems, Expert System Applications, Los Altos, Network Fault Management Systems, Proceedings of the International Joint Conference, Remedy Corporation, Case-Based Telex Classifier, Heuristic Approach, Intelligent Networks, Menlo Park, Using Master Tickets, Administrator Tool, Artech House, Closed Probable Cause Code, Device Firmware Failure, Device Hardware Failure, Event Set New!
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Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Our goal in this chapter is to understand the basic concepts and scope of network management. Read the first page Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
meshed memory, probable cause code, fault management architecture, parameterized adaptation, lexical pattern matcher, null adaptation, ticket generator, network fault management, fault management system, alarm age, cannot copy files, trouble ticket systems, reboot device, integrated network management, network symptoms, relevance matching, ticket structure, alarms view, procedural adaptation, network problem solving, relevance rules, network alarms, basic slots, intermittent alarms, case library Key Phrases - Capitalized Phrases (CAPs): (learn more)
Case-Based Reasoning, Elsevier Science Publishers, New York, Action Request System, Addison-Wesley Publishing Company, Morgan Kaufmann, Other Info, Worldwide Intelligent Systems, Cabletron Systems, Expert System Applications, Los Altos, Network Fault Management Systems, Proceedings of the International Joint Conference, Remedy Corporation, Case-Based Telex Classifier, Heuristic Approach, Intelligent Networks, Menlo Park, Using Master Tickets, Administrator Tool, Artech House, Closed Probable Cause Code, Device Firmware Failure, Device Hardware Failure, Event Set New!
Books on Related Topics | Concordance | Text Stats Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 81
books:
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64
books
cite this book:
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- Expert System Applications to Telecommunications (Wiley Series in Telecommunications and Signal Processing) by Jay Liebowitz on 5 pages
- Network and Distributed Systems Management by Morris Sloman on 4 pages
- Network Management: A Practical Perspective (2nd Edition) by Allan Leinwand on 4 pages
- Case-Based Reasoning (Morgan Kaufmann Series in Representation & Reasoning) by Janet Kolodner on page 85, page 87, and page 117
- Integrated Network Management (Mcgraw-Hill Series on Computer Communications) by Iyengar Krishan on page 13, page 117, and page 164
See all 81 books this book cites
- Service Level Management for Enterprise Networks by Lundy Lewis on 5 pages
- Non-Repudiation in Electronic Commerce by Jianying Zhou in Back Matter
- Advanced ANSI SQL Data Modeling and Structure Processing by Michael M. David in Back Matter
- A Guide to Software Configuration Management (Artech House Computer Library) by Alexis Leon in Back Matter
- Role-Based Access Control by David F. Ferraiolo in Back Matter
See all 64 books citing this book
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