A Decision-Theoretic Approach to Network Fault Diagnosis and Follow-up Action

被引:0
|
作者
Ezzat Kirmani
Cynthia S. Hood
机构
[1] Saint Cloud State University,Department of Computer Science and Information Technology
[2] Illinois Institute of Technology,Department of Computer Science
关键词
Cluster computing; Fault management; Receiver Operating Characteristic (ROC) analysis; Reliability of a diagnosis; Sensitivity; Specificity; Network worms; Address blacklisting; Content filtering; Random constant spread model;
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学科分类号
摘要
Fault management and security of computer networks present new challenges of increasing complexity. Decision procedures for fault diagnosis, security-related threats, and follow-up actions must, however, be evaluated on the basis of sound theoretical foundations and economic costs of various strategies. This paper presents a minimum expected cost solution for fault diagnosis and corrective actions. Several notions new to fault management are introduced. The methodology is applicable to both non-malicious and malicious faults. As a novel security-related application, the problem of choosing between two strategies for containing the spread of network worms is discussed.
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页码:159 / 179
页数:20
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