Measuring Understanding And Modelling Internet Traffic
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Measuring Understanding And Modelling Internet Traffic
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Author : Nicolas Hohn
language : en
Publisher:
Release Date : 2004
Measuring Understanding And Modelling Internet Traffic written by Nicolas Hohn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Internet categories.
Network Link Dimensioning A Measurement Modeling Based Approach
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Author : Remco van de Meent
language : en
Publisher: Remco van de Meent
Release Date : 2006
Network Link Dimensioning A Measurement Modeling Based Approach written by Remco van de Meent and has been published by Remco van de Meent this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
Data Traffic Monitoring And Analysis
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Author : Ernst Biersack
language : en
Publisher: Springer
Release Date : 2013-03-02
Data Traffic Monitoring And Analysis written by Ernst Biersack and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-02 with Computers categories.
This book was prepared as the Final Publication of COST Action IC0703 "Data Traffic Monitoring and Analysis: theory, techniques, tools and applications for the future networks". It contains 14 chapters which demonstrate the results, quality,and the impact of European research in the field of TMA in line with the scientific objective of the Action. The book is structured into three parts: network and topology measurement and modelling, traffic classification and anomaly detection, quality of experience.
Network Behavior Analysis
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Author : Kuai Xu
language : en
Publisher: Springer Nature
Release Date : 2021-12-15
Network Behavior Analysis written by Kuai Xu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-15 with Computers categories.
This book provides a comprehensive overview of network behavior analysis that mines Internet traffic data in order to extract, model, and make sense of behavioral patterns in Internet “objects” such as end hosts, smartphones, Internet of things, and applications. The objective of this book is to fill the book publication gap in network behavior analysis, which has recently become an increasingly important component of comprehensive network security solutions for data center networks, backbone networks, enterprise networks, and edge networks. The book presents fundamental principles and best practices for measuring, extracting, modeling and analyzing network behavior for end hosts and applications on the basis of Internet traffic data. In addition, it explains the concept and key elements (e.g., what, who, where, when, and why) of communication patterns and network behavior of end hosts and network applications, drawing on data mining, machine learning, information theory, probabilistic graphical and structural modeling to do so. The book also discusses the benefits of network behavior analysis for applications in cybersecurity monitoring, Internet traffic profiling, anomaly traffic detection, and emerging application detections. The book will be of particular interest to researchers and practitioners in the fields of Internet measurement, traffic analysis, and cybersecurity, since it provides a spectrum of innovative techniques for summarizing behavior models, structural models, and graphic models of Internet traffic, and explains how to leverage the results for a broad range of real-world applications in network management, security operations, and cyber-intelligent analysis. After finishing this book, readers will 1) have learned the principles and practices of measuring, modeling, and analyzing network behavior on the basis of massive Internet traffic data; 2) be able to make sense of network behavior for a spectrum of applications ranging from cybersecurity and network monitoring to emerging application detection; and 3) understand how to explore network behavior analysis to complement traditional perimeter-based firewall and intrusion detection systems in order to detect unusual traffic patterns or zero-day security threats using data mining and machine learning techniques. To ideally benefit from this book, readers should have a basic grasp of TCP/IP protocols, data packets, network flows, and Internet applications.
Mobile Internet Traffic Measurement And Modeling
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Author : consultant expert mohamed taha
language : en
Publisher:
Release Date : 2021-02
Mobile Internet Traffic Measurement And Modeling written by consultant expert mohamed taha and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02 with categories.
SummaryNew mobile networks of the third and evolved second generation have beendeployed that enable a mobile accessible, always available wireless Internet.To exploit the full potential from those new mobile access networktechnologies, and to meet high user expectations, these networks need to bewell designed, dimensioned and deployed. An important basis for these tasksare accurate traffic models, and sound traffic estimates. However, suchknowledge does not yet exist for mobile networks.In this thesis, measurements from commercially deployed General PacketRadio Service (GPRS) networks are investigated to derive novel knowledge onmobile network usage and its traffic characteristics to fill this gap.As a prerequisite, a measurement setup has been developed, allowing parallelcapturing of user payload data at the level of IP packets and mobile networkspecific events related to session and mobility management. Based on thissetup we conducted the following four studies.First, a comprehensive study on the application and session usage in GPRS ispresented. It reveals the absolute dominance of the novel Wireless ApplicationProtocol (WAP) and Multimedia Messaging Service (MMS) services, in terms oftraffic volume and usage frequency.Second, models for WAP and MMS application flows are derived. We showthat the distribution of the length of those flows is not heavy-tailed.Furthermore, we show that WAP and MMS flows are very short in terms ofnumber of packets exchanged per session.Third, the mobility of GPRS users is investigated. We develop a model for theso-called perceived mobility, based on GPRS mobility management events. Weshow that users are moderately mobile currently, leading to small impacts onperformance. According to our model the cell reselection inter-arrival times canbe best modeled with heavy-tailed distributions.Fourth, we assess the self-similarity property of GPRS traffic. We separatelystudy aggregated, web related and WAP related traffic. Based on thestatistically very robust Hurst estimation method by Abry and Veitch we showthat GPRS traffic arrival processes are long-range dependent (LRD).
Large Scale Networks
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Author : Radu Dobrescu
language : en
Publisher: CRC Press
Release Date : 2016-10-03
Large Scale Networks written by Radu Dobrescu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-03 with Computers categories.
This book offers a rigorous analysis of the achievements in the field of traffic control in large networks, oriented on two main aspects: the self-similarity in traffic behaviour and the scale-free characteristic of a complex network. Additionally, the authors propose a new insight in understanding the inner nature of things, and the cause-and-effect based on the identification of relationships and behaviours within a model, which is based on the study of the influence of the topological characteristics of a network upon the traffic behaviour. The effects of this influence are then discussed in order to find new solutions for traffic monitoring and diagnosis and also for traffic anomalies prediction. Although these concepts are illustrated using highly accurate, highly aggregated packet traces collected on backbone Internet links, the results of the analysis can be applied for any complex network whose traffic processes exhibit asymptotic self-similarity, perceived as an adaptability of traffic in networks. However, the problem with self-similar models is that they are computationally complex. Their fitting procedure is very time-consuming, while their parameters cannot be estimated based on the on-line measurements. In this aim, the main objective of this book is to discuss the problem of traffic prediction in the presence of self-similarity and particularly to offer a possibility to forecast future traffic variations and to predict network performance as precisely as possible, based on the measured traffic history.
Traffic Measurement On The Internet
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Author : Tao Li
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-08-30
Traffic Measurement On The Internet written by Tao Li and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-30 with Computers categories.
Traffic Measurement on the Internet presents several novel online measurement methods that are compact and fast. Traffic measurement provides critical real-world data for service providers and network administrations to perform capacity planning, accounting and billing, anomaly detection, and service provision. Statistical methods play important roles in many measurement functions including: system designing, model building, formula deriving, and error analyzing. One of the greatest challenges in designing an online measurement function is to minimize the per-packet processing time in order to keep up with the line speed of the modern routers. This book also introduces a challenging problem – the measurement of per-flow information in high-speed networks, as well as, the solution. The last chapter discusses origin-destination flow measurement.
Mining And Control Of Network Traffic By Computational Intelligence
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Author : Federico Montesino Pouzols
language : en
Publisher: Springer
Release Date : 2014-10-05
Mining And Control Of Network Traffic By Computational Intelligence written by Federico Montesino Pouzols and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-05 with Computers categories.
As other complex systems in social and natural sciences as well as in engineering, the Internet is hard to understand from a technical point of view. Packet switched networks defy analytical modeling. The Internet is an outstanding and challenging case because of its fast development, unparalleled heterogeneity and the inherent lack of measurement and monitoring mechanisms in its core conception. This monograph deals with applications of computational intelligence methods, with an emphasis on fuzzy techniques, to a number of current issues in measurement, analysis and control of traffic in the Internet. First, the core building blocks of Internet Science and other related networking aspects are introduced. Then, data mining and control problems are addressed. In the first class two issues are considered: predictive modeling of traffic load as well as summarization of traffic flow measurements. The second class, control, includes active queue management schemes for Internet routers as well as window based end-to-end rate and congestion control. The practical hardware implementation of some of the fuzzy inference systems proposed here is also addressed. While some theoretical developments are described, we favor extensive evaluation of models using real-world data by simulation and experiments.
Traffic Monitoring And Analysis
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Author : Antonio Pescapè
language : en
Publisher: Springer
Release Date : 2012-03-07
Traffic Monitoring And Analysis written by Antonio Pescapè and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-07 with Computers categories.
This book constitutes the proceedings of the 4th International Workshop on Traffic Monitoring and Analysis, TMA 2012, held in Vienna, Austria, in March 2012. The thoroughly refereed 10 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 31 submissions. The contributions are organized in topical sections on traffic analysis and characterization: new results and improved measurement techniques; measurement for QoS, security and service level agreements; and tools for network measurement and experimentation.
Mobile Internet Traffic Measurement And Modeling Based On Data From Commercial Gprs Networks
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Author : Roger August Kalden
language : en
Publisher:
Release Date : 2004
Mobile Internet Traffic Measurement And Modeling Based On Data From Commercial Gprs Networks written by Roger August Kalden and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.