Self-Similarity and Internet Performance
نویسندگان
چکیده
In this work, it has been demonstrated through experiments that Long Range Dependence (LRD) in internet traffic is indeed affecting the queueing performance. Queueing performance is being degraded as the self-similarity of the packet arrival process increases. Here, the link buffer capacity and queueing delay exhibits super-linear relationship. This in turn has led to the proposal of resource provisioning strategy to boost the queueing performance. The inherent self-similar nature of the internet made the possibility of carrying voice traffic accompanied by voice quality degradation. Self-similar or variable nature of packet delay process implies voice quality degradation due to inter packet arrival variations. Delay and delay variation (jitter) behave erratically due to the self-similar nature of the packet arrival and delays. As the self-similarity of the packet round trip delay increases, TCP throughput performance is degraded.
منابع مشابه
Self-Similar Traffic and Network Dynamics
One of the most significant findings of traffic measurement studies over the last decade has been the observed self-similarity in packet network traffic. Subsequent research has focused on the origins of this self-similarity, and the network engineering significance of this phenomenon. This paper reviews what is currently known about network traffic self-similarity and its significance. We then...
متن کاملMeasurement Analysis of Cell Stream in ATM Network Integrating CATV and Internet
The project of interconnecting CATV in Hyogo Prefecture, Japan has started since March, 1998. In this project, there are three CATV companies in Hanshin area; Kobe, Nishinomiya and Amagasaki. An ATM switch is equipped in each company and these CATVs are connected serially in the above order. Each company provides the video service to the rest of companies using the MPEG2 over ATM. In the servic...
متن کاملNon-linear Regression for Bivariate Self-similarity Identification - Application to Anomaly Detection in Internet Traffic Based on a Joint Scaling Analysis of Packet and Byte Counts
Internet traffic monitoring is a crucial task for network security. Selfsimilarity, a key property for a relevant description of internet traffic statistics, has already been massively and successfully involved in anomaly detection. Self-similar analysis was however so far applied either to byte or Packet count time series independently, while both signals are jointly collected and technically ...
متن کاملAn investigation into the Knowledge, Attitude, and Performance of the Students in Birjand University of Medical Science about Computer and Internet Use
Background: Computers and Internet play an ever- increasing and important role in medical education.This research was performed to determine the rate of knowledge, attitude, and performance of the students of Birjand University of Medical Science in the case of computer and Internet use. Methods: This descriptive – analytical study was performed on 425 students of Birjand University of Medic...
متن کاملNon-asymptotic performance evaluation and sampling-based parameter estimation for communication networks with long memory traffic
Modern communication networks have become a constituent part of daily life applications. Since the design of ARPANET, which is the predecessor of the Internet, a key research focus lies on modelling and performance evaluation of communication networks. Established performance measures include quality of service (QoS) metrics known from queueing theory, e.g., the mean queue length or mean latenc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Journal of Research and Practice in Information Technology
دوره 38 شماره
صفحات -
تاریخ انتشار 2006