A Network Behavior Analysis System for Cloud Computing Service

Bon-Yeh Lin, Chi-Hua Chen, Hsu Chia Chang, Chi-Chun Lo

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

It will be full of distributed network services and a large quantity of data in network environment. It is important to dynamically retrieve the real-time network information when the information is published in network. In the determination of Optimal Cycle for Network Information Retrieval (OCNIR), the network loading and the cost of information retrieval are higher when the retrieval frequency is higher. If the retrieval frequency is too low, the delay time of information is long. For this reasoning, the OCNIR is an important issue. However, the OCNIR for cloud computing service has not been investigated. In this paper, we provide the integration of web service techniques and Network Behavior Analysis Model (NBAM). We implement Service-Oriented Architecture (SOA) environment with Semantic Web (SW) and NBAM to accomplish a Network Behavior Analyis System (NBAS) for cloud computing service. The major contents of this research are follows: (1) the establishment of NBAM, (2) the determination of the optimal cycle for network information retrieval, and (3) the establishment of data transmission and analysis based on SOA. We develop the approach and implement the NBAS for individuals or enterprises to find out NBAM and OCNIR, test this approach in a domain with real-time data alteration, and then evaluate this approach.
Original languageEnglish
Article numberSI
Pages (from-to)931-937
Number of pages7
JournalInformation-An International Interdisciplinary Journal
Volume14
Issue number3
StatePublished - Mar 2011

Keywords

  • Cloud computing; Web services; Service-oriented architecture; Network behavior analysis model

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