Data Traffic Monitoring And Analysis

Author : Ernst Biersack,Christian Callegari,Maja Matijasevic
Publisher : Springer
Page : 359 pages
File Size : 45,6 Mb
Release : 2013-03-02
Category : Computers
ISBN : 9783642367847

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Data Traffic Monitoring and Analysis by Ernst Biersack,Christian Callegari,Maja Matijasevic Pdf

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.

Author : Marco Mellia
Publisher : Springer Science & Business Media
Page : 207 pages
File Size : 52,5 Mb
Release : 2010-04
Category : Business & Economics
ISBN : 9783642123641

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Traffic Monitoring and Analysis by Marco Mellia Pdf

This book constitutes the proceedings of the Second International Workshop on Traffic Monitoring and Analysis, TMA 2010, held in Zurich, Switzerland, on April 7, 2010 - colocated with PAM 2010, the 11th Passive and Active Measurement conference. The workshop is an initiative from the COST Action IC0703 "Data Traffic Monitoring and Analysis: Theory, Techniques, Tools and Applications for the Future Networks". The 14 papers contained in this volume were carefully reviewed and selected from 34 submissions. They encompass research areas related to traffic analysis and classification, measurements, topology, discovery, detection of specific applications and events, packet inspection, and traffic inference. The papers are organized in topical sections on analysis of internet datasets, tools for traffic analysis and monitoring, traffic classification, and performance measurements.

Author : Jordi Domingo-Pascual,Yuval Shavitt,Steve Uhlig
Publisher : Springer
Page : 197 pages
File Size : 51,7 Mb
Release : 2011-04-06
Category : Computers
ISBN : 9783642203053

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Traffic Monitoring and Analysis by Jordi Domingo-Pascual,Yuval Shavitt,Steve Uhlig Pdf

This book constitutes the proceedings of the Third International Workshop on Traffic Monitoring and Analysis, TMA 2011, held in Vienna, Austria, on April 27, 2011 - co-located with EW 2011, the 17th European Wireless Conference. The workshop is an initiative from the COST Action IC0703 "Data Traffic Monitoring and Analysis: Theory, Techniques, Tools and Applications for the Future Networks". The 10 revised full papers and 6 poster papers presented together with 4 short papers were carefully reviewed and selected from 29 submissions. The papers are organized in topical sections on traffic analysis, applications and privacy, traffic classification, and a poster session.

Author : Antonio Pescapè,Luca Salgarelli,Xenofontas Dimitropoulos
Publisher : Springer Science & Business Media
Page : 184 pages
File Size : 52,5 Mb
Release : 2012-03-01
Category : Computers
ISBN : 9783642285332

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Traffic Monitoring and Analysis by Antonio Pescapè,Luca Salgarelli,Xenofontas Dimitropoulos Pdf

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.

Author : Maria Papadopouli,Philippe Owezarski,Aiko Pras
Publisher : Springer
Page : 135 pages
File Size : 40,5 Mb
Release : 2009-05-05
Category : Computers
ISBN : 9783642016455

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Traffic Monitoring and Analysis by Maria Papadopouli,Philippe Owezarski,Aiko Pras Pdf

The First International Workshop on Traffic Monitoring and Analysis (TMA 2009) was an initiative from the COST Action IC0703 "Data Traffic Monitoring and Analysis: Theory, Techniques, Tools and Applications for the Future Networks" (www.cost-tma.eu). The COST program is an intergovernmental framework for European Cooperation in Science and Technology, allowing the coordination of nationally funded research on a European level. Each COST Action contributes to reducing the fragmentation in research and opening the European Research Area to cooperation worldwide. Traffic monitoring and analysis (TMA) is now an important research topic within the field of networking. It involves many research groups worldwide that are coll- tively advancing our understanding of the Internet. The importance of TMA research is motivated by the fact that modern packet n- works are highly complex and ever-evolving objects. Understanding, developing and managing such environments is difficult and expensive in practice. Traffic monitoring is a key methodology for understanding telecommunication technology and improving its operation, and the recent advances in this field suggest that evolved TMA-based techniques can play a key role in the operation of real networks. Moreover, TMA offers a basis for prevention and response in network security, as typically the det- tion of attacks and intrusions requires the analysis of detailed traffic records. On the more theoretical side, TMA is an attractive research topic for many reasons.

Author : Fabio Ricciato,Marco Mellia,Ernst Biersack
Publisher : Unknown
Page : 212 pages
File Size : 44,5 Mb
Release : 2011-03-13
Category : Electronic
ISBN : 364212366X

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Traffic Monitoring and Analysis by Fabio Ricciato,Marco Mellia,Ernst Biersack Pdf

Author : Zhidan Liu,Kaishun Wu
Publisher : Springer Nature
Page : 75 pages
File Size : 50,7 Mb
Release : 2021-05-18
Category : Computers
ISBN : 9789811622410

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Mobility Data-Driven Urban Traffic Monitoring by Zhidan Liu,Kaishun Wu Pdf

This book introduces the concepts of mobility data and data-driven urban traffic monitoring. A typical framework of mobility data-based urban traffic monitoring is also presented, and it describes the processes of mobility data collection, data processing, traffic modelling, and some practical issues of applying the models for urban traffic monitoring. This book presents three novel mobility data-driven urban traffic monitoring approaches. First, to attack the challenge of mobility data sparsity, the authors propose a compressive sensing-based urban traffic monitoring approach. This solution mines the traffic correlation at the road network scale and exploits the compressive sensing theory to recover traffic conditions of the whole road network from sparse traffic samplings. Second, the authors have compared the traffic estimation performances between linear and nonlinear traffic correlation models and proposed a dynamical non-linear traffic correlation modelling-based urban traffic monitoring approach. To address the challenge of involved huge computation overheads, the approach adapts the traffic modelling and estimations tasks to Apache Spark, a popular parallel computing framework. Third, in addition to mobility data collected by the public transit systems, the authors present a crowdsensing-based urban traffic monitoring approach. The proposal exploits the lightweight mobility data collected from participatory bus riders to recover traffic statuses through careful data processing and analysis. Last but not the least, the book points out some future research directions, which can further improve the accuracy and efficiency of mobility data-driven urban traffic monitoring at large scale. This book targets researchers, computer scientists, and engineers, who are interested in the research areas of intelligent transportation systems (ITS), urban computing, big data analytic, and Internet of Things (IoT). Advanced level students studying these topics benefit from this book as well.

Author : Alberto Dainotti,Anirban Mahanti,Steve Uhlig
Publisher : Springer
Page : 139 pages
File Size : 46,8 Mb
Release : 2014-03-26
Category : Computers
ISBN : 9783642549991

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Traffic Monitoring and Analysis by Alberto Dainotti,Anirban Mahanti,Steve Uhlig Pdf

This book constitutes the proceedings of the 6th International Workshop on Traffic Monitoring and Analysis, TMA 2014, held in London, UK, in April 2014. The thoroughly refereed 11 full papers presented in this volume were carefully reviewed and selected from 30 submissions. The contributions are organized in topical sections on tools and lessons learned from passive measurement, performance at the edge and Web, content and inter domain.

Author : Michael Dalgleish
Publisher : Artech House
Page : 263 pages
File Size : 50,7 Mb
Release : 2008
Category : Language Arts & Disciplines
ISBN : 9781580537162

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Highway Traffic Monitoring and Data Quality by Michael Dalgleish Pdf

This unique resource gives you a hands-on understanding of the latest sensors, processors, and communication links for everything from vehicle counts to urban congestion measurement. Moreover, you learn statistical techniques for quantifying data accuracy and reducing uncertainty in both current system state assessments and future system state forecasts.

Author : Hai Jin,Guangrong Gao,Zhiwei Xu,Hao Chen
Publisher : Springer
Page : 700 pages
File Size : 53,6 Mb
Release : 2004-10-14
Category : Computers
ISBN : 9783540301417

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Network and Parallel Computing by Hai Jin,Guangrong Gao,Zhiwei Xu,Hao Chen Pdf

This proceedings contains the papers presented at the 2004 IFIP International Conference on Network and Parallel Computing (NPC 2004), held at Wuhan, China, from October 18 to 20, 2004. The goal of the conference was to establish an international forum for engineers and scientists to present their ideas and experiences in network and parallel computing. A total of 338 submissions were received in response to the call for papers. These papers werefrom Australia, Brazil,Canada,China, Finland, France, G- many, Hong Kong, India, Iran, Italy, Japan, Korea, Luxemburg, Malaysia, N- way, Spain, Sweden, Taiwan, UK, and USA. Each submission was sent to at least three reviewers.Each paper was judged according to its originality,inno- tion, readability, and relevance to the expected audience. Based on the reviews received, a total of 69 papers were accepted to be included in the proceedings. Among the 69 papers, 46 were accepted as full papers and were presented at the conference.Wealso accepted23papersasshortpapers;eachofthesepaperswas given an opportunity to have a brief presentation at the conference, followed by discussions in a poster session. Thus, due to the limited scope and time of the conference and the high number of submissions received, only 20% of the total submissions were included in the ?nal program.

Author : Ed Wilson
Publisher : Prentice Hall
Page : 388 pages
File Size : 52,8 Mb
Release : 2000
Category : Computers
ISBN : PSU:000049998788

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Network Monitoring and Analysis by Ed Wilson Pdf

More than a million people visit Vancouver Island by air and sea each year, three quarters of them from outside Canada. Besides detailed coverage of Victoria, Eric Lucas gives wide-ranging context to the island’s culture, cuisine, and arts. There’s also a wealth of practical information to help you plan your stay in this land of natural wonders.

Author : Monowar H. Bhuyan,Dhruba K. Bhattacharyya,Jugal K. Kalita
Publisher : Springer
Page : 263 pages
File Size : 46,6 Mb
Release : 2017-09-03
Category : Computers
ISBN : 9783319651880

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Network Traffic Anomaly Detection and Prevention by Monowar H. Bhuyan,Dhruba K. Bhattacharyya,Jugal K. Kalita Pdf

This indispensable text/reference presents a comprehensive overview on the detection and prevention of anomalies in computer network traffic, from coverage of the fundamental theoretical concepts to in-depth analysis of systems and methods. Readers will benefit from invaluable practical guidance on how to design an intrusion detection technique and incorporate it into a system, as well as on how to analyze and correlate alerts without prior information. Topics and features: introduces the essentials of traffic management in high speed networks, detailing types of anomalies, network vulnerabilities, and a taxonomy of network attacks; describes a systematic approach to generating large network intrusion datasets, and reviews existing synthetic, benchmark, and real-life datasets; provides a detailed study of network anomaly detection techniques and systems under six different categories: statistical, classification, knowledge-base, cluster and outlier detection, soft computing, and combination learners; examines alert management and anomaly prevention techniques, including alert preprocessing, alert correlation, and alert post-processing; presents a hands-on approach to developing network traffic monitoring and analysis tools, together with a survey of existing tools; discusses various evaluation criteria and metrics, covering issues of accuracy, performance, completeness, timeliness, reliability, and quality; reviews open issues and challenges in network traffic anomaly detection and prevention. This informative work is ideal for graduate and advanced undergraduate students interested in network security and privacy, intrusion detection systems, and data mining in security. Researchers and practitioners specializing in network security will also find the book to be a useful reference.

Author : Moritz Steiner,Pere Barlet-Ros,Olivier Bonaventure
Publisher : Springer
Page : 247 pages
File Size : 43,6 Mb
Release : 2015-04-16
Category : Computers
ISBN : 9783319171722

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Traffic Monitoring and Analysis by Moritz Steiner,Pere Barlet-Ros,Olivier Bonaventure Pdf

This book constitutes the refereed proceedings of the 7th International Workshop on Traffic Monitoring and Analysis, TMA 2015, held in Barcelona, Spain, in April 2015. The 16 full papers presented in this volume were carefully reviewed and selected from 54 submissions. The contributions are organized in topical sections on measurement tools and methods; mobile and wireless; Web; security; and new protocols.

Author : Noite.pl
Publisher : NOITE S.C.
Page : 128 pages
File Size : 50,8 Mb
Release : 2024-05-23
Category : Electronic
ISBN : 8210379456XXX

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Monitoring the network layer by Noite.pl Pdf

How to monitor traffic on network devices, servers, switches – use the NetFlow protocol. A description of the network layer monitoring on the basis of the Netflow system. The micro-course describes how to create procedures of collecting network statistics, what the Netflow protocol is, what its versions are and where they are used. Moreover, simple tools used for monitoring network interfaces were described. Keywords: iptraf, stark, etherape bmon, iptotal, netflow, ipfix, frame, netflow v5, próbnik NetFlow, OAM, OAM&P

Author : Niall Richard Murphy,Betsy Beyer,Chris Jones,Jennifer Petoff
Publisher : "O'Reilly Media, Inc."
Page : 552 pages
File Size : 41,5 Mb
Release : 2016-03-23
Category : Electronic
ISBN : 9781491951170

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Site Reliability Engineering by Niall Richard Murphy,Betsy Beyer,Chris Jones,Jennifer Petoff Pdf

The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use