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Proactive detection of distributed denial of service attacks using MIB traffic variables-a feasibility study

TLDR
It is shown that statistical tests applied in the time series of MIB traffic at the target and the attacker are effective in extracting the correct variables for monitoring in the attacker machine and suggest the possibility of an entirely automated procedure centered on network management systems for detecting precursors of distributed denial of service attacks, and responding to them.
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Extending trouble ticket systems to fault diagnostics

TLDR
Current research trends towards understanding and implementing these advanced functions in network management platforms to effect automatic trouble ticket generation, fault diagnostics, and the correlation of multiple views network problems and behavior are described.
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A Framework of Cognitive Situation Modeling and Recognition

TLDR
An approach to situation modeling and management which is based on combining multi-agent systems and event correlation is presented.
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Event Correlation in Integrated Management: Lessons Learned and Outlook

TLDR
This paper tries to capture the main lessons learned by the integrated management community in event correlation in the past 25 years, and to identify important challenges that the authors are faced with.
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Service Level Management for Enterprise Networks

TLDR
This first-of-its-kind, comprehensive examination of IT Service Level Management provides a much-needed framework for implementing and evaluating Service Level Agreements and helps you avoid common pitfalls.

Designing an evaluation framework for IT service management

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Artificial immune systems for the detection of credit card fraud: an architecture, prototype and preliminary results

TLDR
The use of an Artificial Immune System (AIS), which emulates the mechanism of human immune systems that save human bodies from complex natural biological attacks, on one aspect of security management, viz. the detection of credit card fraud.
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A case-based reasoning approach to the management of faults in communication networks

  • L. Lewis
  • Computer Science
    IEEE INFOCOM '93 The Conference on Computer…
  • 28 March 1993
TLDR
The approach taken is to enhance a standard fault management system with aCBR component, CBR techniques for retrieving, adapting, and embedding knowledge in a case library are reviewed, and CRITTER, a CBR trouble ticketing system for managing and resolving network faults, is described.
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Managing Computer Networks: A Case-Based Reasoning Approach

TLDR
This book takes a close look at the components of the CBR paradigm, and also examines the contribution of CBR as one component of a larger system for managing computer networks.

Proactive Intrusion Detection and Distributed Denial of Service Attacks—A Case Study in Security Management

TLDR
A principled approach is described for discovering precursors to DDoS attacks in databases formed by MIB variables recorded from multiple domains in networked information systems.
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