• Title/Summary/Keyword: 가상 셀 손실률

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A Training Pattern Processing Processing Method for ATM Connection Admission Control Using the Neural Network (ATM 연결 수락 제어를 위한 인공 신경망의 학습패턴 처리기법)

  • 김용남;권오준;김태석
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.05b
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    • pp.109-113
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    • 2003
  • 기존의 VOB(Virtual Output Buffer) 모델에서 신경회로망의 학습 패턴 처리를 위해 가상 셀 손실율이 도입되었다. VOB 모델은 신경망이 실제 셀 손실율 없이도 연결 수락 경계를 잘 찾을 수 있음을 보여주었다. 그러나 VOB 모델은 셀 손실율을 과다 평가하는 경향이 있어 결과적으로 망 자원의 이용률이 낮은 단점이 있다. 된 논문에서는 이러한 단점을 보완하는 방법으로 연결 수락 경계에서 셀 손실율의 평균에 대한 정보를 충분히 포함하는 셀 손실율 참조 곡선의 개념을 제안하였다 그리고 제안된 셀 손실을 참조 곡선을 이용하여 가상 셀 손실율을 처리하는 방법을 제안하였다. 제안된 학습 패턴 처리 방법은 ATM 트래픽 중에 가장 대표적인 두 가지 호원에 대하여 실험하였다. 실험에 사용된 호원은 LAN 데이터의 트래픽 특성을 가지는 On-Off 트래픽과 비디오 화상 통신의 특성을 가지는 Auto-Regressive 트래픽이다.

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An Effective Training Pattern Processing Method for ATM Connection Admission Control Using the Neural Network (신경회로망을 이용한 ATM 연결 수락 제어를 위한 효율적인 학습패턴 처리 기법)

  • Kwon, Oh-Jun;Jeon, Hyoung-Goo;Kwon, Soon-Kak;Kim, Tai-Suk;Lee, Jeong-Bae
    • The KIPS Transactions:PartB
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    • v.9B no.2
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    • pp.173-180
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    • 2002
  • The virtual cell loss rate was introduced for the training pattern of the neural network in the VOB(Virtual Output Buffer) model. The VOB model shows that the neural network can find the connection admission boundary without the real cell loss rate. But the VOB model tends to overestimate the cell loss rate, so the utilization of network is low. In this paper, we uses the reference curve of the cell loss rate, which contains the information about the cell loss rate at the connection admission boundary. We process the patterns of the virtual cell loss rate using the reference curve, We performed the simulation with two major ATM traffic classes. One is On-Off traffic class that has the traffic characteristic of LAN data and other is Auto-Regressive traffic class that has the traffic characteristic of a video image communication.

A Study of ATM Switch Performance Analysis in Consideration of Cell Processing Due Time and Priority (셀 처리 요구 시간 및 우선 순위를 고려한 ATM 스위치의 성능 분석에 관한 연구)

  • 양우석;이재호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.12A
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    • pp.1910-1916
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    • 1999
  • This paper suggested to solve ATM switch performance and service rate which was input buffer managed scheme in ATM network with burst traffic characteristics, For this purpose, ATM multiplexer is prepared before sending for handling burst random input traffic to multiplex and then sort based on cell inter-arrival time and cell processing due time which had been marked after that. The server looks for cell header with the most shortest due time and sends it, thus it is satisfied that real time traffic for instance CBR and rt-VBR was guaranteed cell processing time to send fast than non real time traffic. For analysis of ATM switch performance with cell processing due time and priority, each output port has divided into four different virtual buffer and each buffer has assigned different cell inter-arrival time and processing due time according to ATM Forum for example CBT/rt-VBR, nrt-VBR, ABR and UBR and showed it’s optimal service parameters then analyzed service rate behaviors according to each traffic characteristics.

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A Practical Connection Admission Control Scheme in ATM Networks (ATM망에서 실용적 연결수락제어 기법)

  • Kang, Koo-Hong;Park, Sang-Jo
    • Journal of KIISE:Information Networking
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    • v.29 no.2
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    • pp.181-187
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    • 2002
  • Connection admission control(CAC), which decides whether or not to accept a new call request, is one of the most Important preventive congestion control techniques in asynchronous transfer mode(ATM) networks. To develop a practical CAC scheme, first we propose a "Modified Cell Loss Probability MP${\nu}"$, which is based on "Virtual Cell Loss Probability P${\nu}"$, taking into account mean burst duration of input traffic source and buffer size in ATM networks. MP${\nu}"$ computes more accurate cell loss probability than P${\nu}"$ without increasing computational complexity, since P${\nu}"$ is formulated simply form the maximum and the average cell rate of input traffic. P${\nu}"$ is overestimated as compared to the real cell loss probability when the mean burst duration is relatively small to the buffer capacity. Then, we Propose a CAC scheme, based on "Modified Virtual Bandwidth(MVB)" method, which may individualize the cell loss probabilities in heterogeneous traffic environments. For the proposed approach, we define the interference intensity to identify interferences between heterogeneous traffic sources and use it as well as MP${\nu}"$ to compute MVB. Our approach is well suitable for ATM networks since it provides high bandwidth utilization and guarantees simple and real time CAC computation for heterogeneous traffic environments.heterogeneous traffic environments.