Mathematics in Internet Traffic Data Analysis
نویسندگان
چکیده
منابع مشابه
Mathematics in Internet Traffic Data Analysis
The Internet traffic data have been found to possess extreme variability and bursty structures in a wide range of time-scales, so that there is no definite duration of busy or silent periods. But there is a self-similarity for which it is possible to characterize the data. The self-similar nature was first proposed by Leland et a1 [l] and subsequently established by others in a flood of researc...
متن کاملInternet Traffic Data
Internet engineering and management depend on an understanding of the characteristics of network traffic. Statistical models are needed that can generate traffic that mimics closely the observed behavior on live Internet wires. Models can be used on their own for some tasks and combined with network simulators for others. But the challenge of model development is immense. Internet traffic data ...
متن کاملInternet Traffic and Multiresolution Analysis
Traditional Internet traffic studies have primarily focused on the temporal characteristics of packet traces as observed on a single link within an ISP’s network. They have contributed to advances in the areas of self-similar stochastic processes, long-range dependence, and heavy-tailed distributions and have demonstrated the benefits of applying a wavelet-based multiresolution analysis (MRA) a...
متن کاملTime Series Models for Internet Data Traffic
A statistical analysis of Internet traffic measurements from a campus site is carried out to examine the influence of the constituent protocols and applications on the characteristics of the aggregate stream and on packet loss statistics. While TCP remains the dominant traffic protocol through all hours of the day, a mixture of both well-known (http, ftp, nntp and smtp) and less known applicati...
متن کاملInternet Application Traffic Monitoring and Analysis 인터넷 응용 트래픽 수집 및 분석 Internet Application Traffic Monitoring and Analysis Internet Application Traffic Monitoring and Analysis
Two critical problems exist in traffic monitoring and analysis of today's Internet traffic compared to the past network environment. The first is how to capture and handle the huge amount of traffic data in a real-time manner generated from high-speed network links, such as 2.5 Gbps and higher. The second is how to analyze diverse and complex types of traffic generated by many different types o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Science and Informatics
سال: 2011
ISSN: 2231-5292
DOI: 10.47893/ijcsi.2011.1011