Modeling Internet backbone traf c at the ow level

نویسندگان

  • Chadi Barakat
  • Patrick Thiran
  • Gianluca Iannaccone
  • Christophe Diot
  • Philippe Owezarski
چکیده

— Our goal is to design a traf c model for non congested Internet backbone links, which is simple enough to be used in network operation, while being as general as possible. The proposed solution is to model the traf c at the ow level by a Poisson shot-noise process. In our model, a ow is a generic notion that must be able to capture the characteristics of any kind of data stream. We analyze the accuracy of the model with real traf c traces collected on the Sprint IP (Internet Protocol) backbone network. Despite its simplicity, our model provides a good approximation of the real traf c observed in the backbone and of its variation. Finally, we discuss the application of our model to network design and dimensioning. Index Terms— Traf c modeling, Poisson shot noise, noncongested IP backbone links, measurements.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Proling-by-Association: A Resilient Trafc Proling Solution for the Internet Backbone

Proling Internet backbone trafc is becoming an increasingly hard problem since users and applications are avoiding detection using trafc obfuscation and encryption. The key question addressed here is: Is it possible to profile traffic at the backbone without relying on its packet and flow level information, which can be obfuscated? We propose a novel approach, called Proling-By-Association ...

متن کامل

Modeling the interaction of IEEE 802.3x hop-by-hop ow control and TCP end-to-end ow control

—Ethernet is rapidly expanding beyond its niche of local area networks. However, its success in larger metropolitan area networks will be determined by its ability to combine simplicity, low costs and quality of service. A key element in successfully transporting bursty traf c and at the same time providing QoS, is congestion control. The Ethernet standard IEEE 802.3x de nes a hop-by-hop conges...

متن کامل

Modeling and performance analysis for IPv6 traffic with multiple QoS classes

This paper focuses on the modeling and performance analysis for IPv6 traf®c with multi-class QoS in virtual private networks (VPN). The multi-class QoS is implemented on differentiated service basis using priority scheme of 4 bits de®ned in the packet header of IPv6. A VPN-enabled IP router is modeled as a tandem queuing system in which each output link consists of two parallel priority output ...

متن کامل

FIX - W FIX - E National Backbone Networks

This paper presents the results of a measurement study of the T1 NSFNET backbone. We rst discuss the measurement environment and approach to data collection. We then present measurements results for: long-term growth in traac volume, including attribu-tion to domains and protocols; trend in average packet size on the network, both over long and medium term intervals; most popular sources, desti...

متن کامل

A Parameterizable Methodology for Internet Traac Ow Prooling

| We present a parameterizable methodology for prooling Internet traac ows at a variety of granu-larities. Our methodology diiers from many previous studies that have concentrated on end-point deeni-tions of ows in terms of state derived from observing the explicit opening and closing of TCP connections. Instead, our model deenes ows based on traac satisfying various temporal and spatial locali...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003