• Title/Summary/Keyword: Network Traffic Analysis

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Analysis of Aggregated HTTP-based Video Traffic

  • Biernacki, Arkadiusz
    • Journal of Communications and Networks
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    • v.18 no.5
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    • pp.826-836
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    • 2016
  • Increase of hypertext transfer protocol (HTTP)-based video popularity causes that broadband and Internet service providers' links transmit mainly multimedia content. Network planning, traffic engineering or congestion control requires understanding of the statistical properties of network traffic; therefore, it is desirable to investigate the characteristic of traffic traces generated, among others, by systems which employ adaptive bit-rate streaming. In our work, we investigate traffic originating from 120 client-server pairs, situated in an emulated laboratory environment, and multiplexed onto a single network link. We show that the structure of the traffic is distinct from the structure generated by first and second generation of HTTP video systems, and furthermore, not similar to the structure of general Internet traffic. The obtained traffic exhibits negative correlations, anti-persistence, and its distribution function is skewed to the right. Furthermore, we show that the traffic generated by clients employing the same or similar play-out strategies is positively correlated and synchronised (clustered), whereas traffic originated from different play-out strategies shows negative or no correlations.

A study about analysis of self-similar characteristics for the optimized design networks (Network 최적 설계를 위한 네트워크 트래픽의 self-similar 특성 분석에 관한 연구)

  • 이동철;김창호;황인수;김동일
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.267-271
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    • 2000
  • Traffic analysis during past years used the Poisson distribution or Markov model, assuming an exponential distribution of packet queue arrival. Recent studies, however, have shown aperiodic and burst characteristics of network traffics. Such characteristics of data traffic enable the scalability of network, QoS, optimized design, when we analyze new traffic model having a self-similar characteristic. This paper analyzes the self-similar characteristics of a small-scale mixed traffic in a network simulation, the real network Traffic.

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The Design of IPv6 Traffic Analysis Tool for Detecting Network Attacks (네트워크 공격을 탐지하기 위한 IPv6 트래픽 분석 도구)

  • Oh, Seung-Hee;Oh, Jin-Tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.1
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    • pp.848-851
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    • 2005
  • The BcN is applying from public networks to local networks and each terminal step by step until 2007. By IPv6 network introduction, IP address lack problem can be solved. However, the threats that network attacks of another method can be caused with new problem of network security in IPv6 networks. In this paper, we suggest the traffic analysis tool which analyze IPv6 traffic efficiently to detect/response network attack in IPv6 environment. The implemented IPv6 traffic analysis tool uses IPv6 header to analyze traffic and detect network attacks. Also, we also propose detection algorithm to detect network attacks in IPv6 networks.

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Implementation of a Testbed Supporting the Network Traffic Control (네트워크 트래픽 제어 연구를 지원하는 테스트베드 구현)

  • Kim, Nam-Kun;Park, Jae-Hyun
    • Journal of KIISE:Information Networking
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    • v.34 no.2
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    • pp.81-87
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    • 2007
  • This paper proposes architecture of Linux-based Network Traffic Control Test-bed (NTCT) that easily implements reconfigurable network environment. The proposed NTCT consists of traffic generator that uses the simulation results of NS2 simulator, traffic controller using Linux kernel, and traffic monitor. This paper also includes the analysis example using the proposed NTCT.

Data Mining Technique for Time Series Analysis of Traffic Data (트래픽 데이터의 시계열 분석을 위한 데이터 마이닝 기법)

  • Kim, Cheol;Lee, Do-Heon
    • Proceedings of the IEEK Conference
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    • 2001.06c
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    • pp.59-62
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    • 2001
  • This paper discusses a data mining technique for time series analysis of traffic data, which provides useful knowledge for network configuration management. Commonly, a network designer must employ a combination of heuristic algorithms and analysis in an interactive manner until satisfactory solutions are obtained. The problem of heuristic algorithms is that it is difficult to deal with large networks and simplification or assumptions have to be made to make them solvable. Various data mining techniques are studied to gain valuable knowledge in large and complex telecommunication networks. In this paper, we propose a traffic pattern association technique among network nodes, which produces association rules of traffic fluctuation patterns among network nodes. Discovered rules can be utilized for improving network topologies and dynamic routing performance.

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Monitoring Network Security Situation Based on Flow Visualization (플로우 시각화 기반의 네트워크 보안 상황 감시)

  • Chang, Beom-Hwan
    • Convergence Security Journal
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    • v.16 no.5
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    • pp.41-48
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    • 2016
  • In this paper we propose a new method of security visualization, VisFlow, using traffic flows to solve the problems of existing traffic flows based visualization techniques that were a loss of end-to-end semantics of communication, reflection problem by symmetrical address coordinates space, and intuitive loss problem in mass of traffic. VisFlow, a simple and effective security visualization interface, can do a real-time analysis and monitoring the situation in the managed network with visualizing a variety of network behavior not seen in the individual traffic data that can be shaped into patterns. This is a way to increase the intuitiveness and usability by identifying the role of nodes and by visualizing the highlighted or simplified information based on their importance in 2D/3D space. In addition, it monitor the network security situation as a way to increase the informational effectively using the asymmetrical connecting line based on IP addresses between pairs of nodes. Administrator can do a real-time analysis and monitoring the situation in the managed network using VisFlow, it makes to effectively investigate the massive traffic data and is easy to intuitively understand the entire network situation.

A Study of Sensitivity Analysis and Traffic Performance by Competition in the Ad hoc Network (애드혹(Ad hoc) 네트워크에서 경쟁에 의한 트래픽성능 및 민감성 분석)

  • Cho, Hyang-Duck;Kim, Woo-Shik
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.47 no.3
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    • pp.39-49
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    • 2010
  • Ad hoc network is infrastructureless network, that the network topology is configured by each node. Each node capacity device function namely, accomplishes a network control and a function of management because not being Network device of the exclusively. Ad hoc networks what kind of node join or leave the network topology to facilitate the expansion of arbitrary topology, to the case which is the distance whose traffic is distant the place must overtake through the route of intermediate nodes, like these facts give an effect to performance fluctuation. Consequently, each node in order to maintain traffic of oneself stably there is a necessity which will consider traffic and congestion control from the node which traffic of a condition and oneself of traffic of the circumference and the route which compose the network will overtake through. This paper assumes the path of the band with a finite resource, and path traffic to occupy the competition and its impact on transmission performance of these competing arguments to configure the model factor to analyse the performance impact on the results presented. Like this result with the fact that from the study, it will contribute in network management policy and the technique.

Real-Time Network Traffic Monitoring System using SNMP (SNMP를 이용한 실시간 네트워크 트래픽 모니터링 시스템)

  • 박진호;정진욱
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2002.06a
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    • pp.69-75
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    • 2002
  • In this paper, we propose the realtime network traffic monitoring system usin SNMP that can supported network and system operation, management, expansion, and design using network analysis and diagnosis to a network administrator. The proposed system consists of two parts: analysis server for collection and analysis of the network information, and supports real-time monitoring of network traffic, and client system shows user a graphical data that analyzed a returned result from the server. This system implements web-based technology using Java and contributes to enhance the effectiveness of network administrator's management.

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Design and Implementation Web-based Network Traffic Monitoring System (웹 기반 네트워크 트래픽 모니터링 시스템의 설계 및 구현)

  • 안용학;박진호
    • Journal of the Korea Society of Computer and Information
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    • v.6 no.3
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    • pp.64-71
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    • 2001
  • In this paper we propose the network traffic monitoring system that can supported network and system operation, management, expansion, and design using network analysis and diagnosis to a network administrator. The proposed system consists of two parts: analysis server for collection and analysis of the network information. and supports real-time monitoring of network traffic, and client system shows user a graphical data that analyzed a returned result from the server This system implements web-based technology using java and contributes to enhance the effectiveness of network administrator's management.

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Analysis of IP/WDM Traffic Engineering Model (IP/WDM 트래픽 엔지니어링 모델의 분석)

  • Lim Seog-Ku
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.6 no.5
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    • pp.378-383
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    • 2005
  • Traffic engineering is a technology that guarantees quality of service that users want and maximize inflection degree of network resources at the same time as evenly distributing traffic to whole network. To improve performance of network at traffic and resources level, traffic engineering aims at utilizing network resource efficiently and effectively and must be satisfied performance requirement concerned with traffic. In this paper, two models to embody traffic engineering are analyzed and finally functional structure of IP/WDM traffic engineering is explained.

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