Rule-Based Network Service Provisioning

Abstract

<p>Due to the unprecedented development of networks, manual network service provisioning is becoming increasingly risky, error-prone, expensive, and time-consuming. To solve this problem,rule-based methods can provide adequate leverage for automating various network management tasks.&nbsp;This paper presents a rule-based solution for automated network service provisioning. The proposed approach captures configuration data interdependencies using high-level, service-specific, user-configurable rules. We focus on the service validation task, which is illustrated by means of a case study.</p><p>Based on numerical results, we analyse the influence of the network-level complexity factors and rule descriptive features on the rule efficiency. This analysis shows the operators how to increase rule efficiency while keeping the rules simple and the rule set compact. We present a technique that allows operators to increase the error coverage, and we show that high error coverage scales well when the complexity of networks and services increases.<br />We reassess the correlation function between specific rule efficiency and rule complexity metrics found in previous work, and show that this correlation function holds for various sizes, types, and complexities of networks and services.</p

Computer Crime Forensics Based on Improved Decision Tree Algorithm

“…We select the prior value of classification attribute of c E as 0.35 and other prior value of classification attribute as 0. Due to formula 14 we can obtain the information entropy of each attribute in No P(4) P (3,12) Lc (4,14) Ec (5,6,7,9,10,11,13) Lc(4,14)…”

“…Data mining is the most suitable tool and it can find out valuable knowledge and information from amounts of data, which has various types of patterns. At present, there are mainly two aspects in the field of computer crime forensics analysis [4,5]: The first is using data mining technology to perform correlation analysis on computer logs, firewall logs, intrusion detection logs and route access records. Then, the crime trace can be excavated and the crime process can also be restored.…”