• Title/Summary/Keyword: 트래픽 분석

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Service Class Priority Controlled DBA Scheduling Method and Performance Evaluation in Ethernet PONs (Ethernet PONs에서 서비스 클래스별 전송 우선순위를 적용한 DBA 스케쥴링 방식 및 성능 분석)

  • Nam Yoon-Seok
    • The KIPS Transactions:PartC
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    • v.12C no.5 s.101
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    • pp.679-686
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    • 2005
  • Because EPON access network shares a medium and aggregates the traffic from EPON subscribers, scheduling media access control on EPON bandwidth allocation is very important. Furthermore DBA mechanism of EPON based on TDMA is out of specification and up to implementation. This paper deals with a DBA method to guarantee the QoS of the delay sensitive traffic on the base of best-effort service and delay priority queue management. The proposed method performs virtual scheduling algorithm for the integrated traffic. It uses the same MAC messages and tries to guarantee the QoS of higher priority traffic first with a simple DBA architecture. We evaluate the algorithm for traffic delay according to polling interval and traffic load of upstream and downstream. The results show that the proposed method can guarantee the QoS of the delay sensitive traffic with priority of the service classes.

Implementation and Performance Evaluation of Self-Similar Traffic Generator Using OPNET (OPNET을 이용한 자기유사성 트래픽 발생기 설계 및 성능 평가)

  • Han Kyeong-Eun;Jung Kwang-Bon;Lee Seung-Hyun;Kim Young-Chon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.5A
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    • pp.441-450
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    • 2006
  • Recently, with the exponential growth of the number of Internet users, IP traffic which occupies more than 90 percent of the entire Internet traffic affects significantly to the performance of networks. Therefore, the design of the self-similar traffic generator reflected the feature of IP traffic is very important to design the networks efficiently and evaluate the performance of it correctly. In this paper, we design the self-similar traffic generator using OPNET. In order to implement the self-similar characteristics, ON-OFF sources with Pateto distribution are employed and aggregated. The designed self-similarity traffic generator is evaluated and verified with R/S plot, variance time(VT) plot under the various offered loads and the number of sources. It is expected that the designed self-similar traffic generator can be put to practical use when wire or wireless networks is designed and verified as well as it can be useful to decide the specific parameter value for Internet traffic modeling.

Analysis of abnormal traffic controller deployed in Internet access point (인터넷 액세스점에서의 이상 트래픽 제어기 성능분석)

  • Kim Kwangsik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.1C
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    • pp.107-115
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    • 2005
  • ATC (Abnormal traffic controller) is presented as next generation security technology to securely support reliable Internet service and to guarantee network survivability, which is deployed in Internet access point. The key concept of the ATC is abnormal traffic monitoring and traffic control technology. When fault factors exist continuously and/or are repeated, abnormal traffic control guarantees service completeness as much as possible. The ATC with control policy on abnormal traffic is superior to the ATC with blocking policy as well as conventional network node, when the ratio of effective traffic to abnormal traffic is higher than $30{\%}.$ When traffic intended unknown attack occurs, network IDS is high false positive probability and so is limited to apply. In this environment, the ATC can be a key player to help the network node such as router to control abnormal traffic.

HTTP Traffic Modeling and Analysis with Statistical Process (통계적 분석을 이용한 HTTP 트래픽 모델링 및 분석)

  • Jun Uie-Soo;Lee Kwang-Hui
    • Journal of Internet Computing and Services
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    • v.5 no.4
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    • pp.63-76
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    • 2004
  • For efficient design and operation of a communication network, precise simulation of network characteristics is essential. This issue has been the focus of research by several groups. In this study, we first modeled the HTTP traffic which would be employed on simulation on the level of application using the real collected traffic data. There are two different viewpoints on the characteristics of web traffic pattern, Poisson distribution and self-similar characteristics. In our study, the results show that web traffic characteristics do not depend on only one type of distribution, but the traffic can be modeled as composition of these depending on the size of response of Web server. This implicates that the web traffic can be modeled as the combination of two characteristics. We also found that the characteristics of Web traffic rely on the properties of web servers. This result was deployed as a traffic generator in implementing the network simulator (NetDAS).

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Performance Improvement of a Real-time Traffic Identification System on a Multi-core CPU Environment (멀티 코어 환경에서 실시간 트래픽 분석 시스템 처리속도 향상)

  • Yoon, Sung-Ho;Park, Jun-Sang;Kim, Myung-Sup
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.5B
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    • pp.348-356
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    • 2012
  • The application traffic analysis is getting more and more challenging due to the huge amount of traffic from high-speed network link and variety of applications running on wired and wireless Internet devices. Multi-level combination of various analysis methods is desired to achieve high completeness and accuracy of analysis results for a real-time analysis system, while requires much of processing burden on the contrary. This paper proposes a novel architecture for a real-time traffic analysis system which improves the processing performance on multi-core CPU environment. The main contribution of the proposed architecture is an efficient parallel processing mechanism with multiple threads of various analysis methods. The feasibility of the proposed architecture was proved by implementing and deploying it on our campus network.

Study of The Abnormal Traffic Detection Technique Using Forecasting Model Based Trend Model (추세 모형 기반의 예측 모델을 이용한 비정상 트래픽 탐지 방법에 관한 연구)

  • Jang, Sang-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.8
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    • pp.5256-5262
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    • 2014
  • Recently, Distributed Denial of Service (DDoS) attacks, such as spreading malicious code, cyber-terrorism, have occurred in government agencies, the press and the financial sector. DDoS attacks are the simplest Internet-based infringement attacks techniques that have fatal consequences. DDoS attacks have caused bandwidth consumption at the network layer. These attacks are difficult to detect defend against because the attack packets are not significantly different from normal traffic. Abnormal traffic is threatening the stability of the network. Therefore, the abnormal traffic by generating indications will need to be detected in advance. This study examined the abnormal traffic detection technique using a forecasting model-based trend model.

A Study on Anomaly Traffic Detection & Prevention Schemes in Wireless LAN (무선 랜 환경에서의 비정상 트래픽 차단기법에 관한 연구)

  • Seo Jong-Won;Choi Chang-Won;Lee Hyung-Woo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2006.05a
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    • pp.901-904
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    • 2006
  • 인터넷 사용자들의 무선 네트워크의 활용빈도가 점차 높아지고 무선 네트워크의 보안시스템도 요구되면서 무선 네트워크의 안정적이고 원활한 활용과 사용자의 정보 노출의 위험을 줄이고자 유무선 통합형 IDS/IPS도 개발되고 있는 단계다. 본 논문에서는 무선랜 환경을 지원하는 유무선 IPS시스템을 구현하고, 비정상적인 트래픽 탐지의 효율성을 높여 IPS 시스템의 성능향상에 기여정도를 파악 및 분석하였다. 본 논문에서 구축한 IPS시스템은 하이브리드 형태로 구현하였으며 Snort-inline[11]과 Snort-wireless[12] 모듈을 사용하여 무선 랜 이상탐지 기능을 구현하였다. 네트워크 모니터링 시스템으로 네트워크의 트래픽 상황을 파악하여 비정상적인 트래픽이 증가되었을 경우, 제안한 IPS시스템에서 비정상 트래픽의 탐지 및 차단 기능을 기존 IPS와 성능을 비교/분석하였다.

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Buffer Management for Non-real Time Traffic in ATM Switching Systems (ATM 교환기에서 비실시간 트래픽을 위한 버퍼 관리)

  • Nam, H.S.;Kim, B.T.;Kim, D.Y.
    • Electronics and Telecommunications Trends
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    • v.14 no.4 s.58
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    • pp.10-22
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    • 1999
  • 본 고에서는 ATM 교환기에서 비실시간 트래픽를 수용하기 위한 버퍼 관리방법에 대하여 조사하고 분석하였다. ATM 교환기는 고속으로 교환하지만 트래픽이 많을 경우 혼잡이 발생할 수 있으므로 비실시 간 트래픽을 제어하여 사용자가 요구하는 다양한 서비스 품질(Quality of Service: QoS)을 제공해야 한다. TCP는 대표적인 비실시간 트래픽으로서 교환 및 전송중에 패킷 손실이 발생하는 경우 양 종단의 TCP에서 재전송 및 TCP 흐름 제어를 한다. 본 고에서는 ATM 교환기에서 제한된 버퍼를 효율적으로 활용하기 위하여 버퍼 부족현상이 예견되는 경우 패킷 폐기 정책에 따라 패킷을 폐기함으로써 TCP 계층에서의 처리량(goodput)을 증대시키는 방법을 검토하였다. 아울러 다중점대점 연결을 제공하는 가 상채널 병합(VC merging) 기능을 구현하기 위한 ATM 교환기의 버퍼 요구사항과 지연에 대하여 살펴 보았다.

Extension RSVP Analysis for QoS on MPLS Networks (MPLS 망에서 QoS를 위한 확장 RSVP 분석)

  • Kim Dong-il
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.9 no.5
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    • pp.981-985
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    • 2005
  • In the NGN, QoS must be offered. We try to apply QoS technology and MPLS which makes them possible to support rapidly increasing traffic and franc engineering to maintain steady infra to the environment of MPLS traffic engineering. In this paper, we supplement the defect of the traditional MPLS traffic engineering and apply the technology of QoS. To construct far more steady infra, we suggest the way of its development and advanced protocol(ERSVP) compared to traditional protocol.

Internet Traffic Forecasting Using Power Transformation Heteroscadastic Time Series Models (멱변환 이분산성 시계열 모형을 이용한 인터넷 트래픽 예측 기법 연구)

  • Ha, M.H.;Kim, S.
    • The Korean Journal of Applied Statistics
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    • v.21 no.6
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    • pp.1037-1044
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    • 2008
  • In this paper, we show the performance of the power transformation GARCH(PGARCH) model to analyze the internet traffic data. The long memory property which is the typical characteristic of internet traffic data can be explained by the PGARCH model rather than the linear GARCH model. Small simulation and the analysis of the real internet traffic show the out-performance of the PARCH MODEL over the linear GARCH one.