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Author : Gerhard Münz
Publisher :
ISBN 13 : 9783937201122
Total Pages : 228 pages
Book Rating : 4.2/5 (11 download)
Download or read book Traffic Anomaly Detection and Cause Identification Using Flow-level Measurements written by Gerhard Münz and published by . This book was released on 2010 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ivan Zelinka
Publisher : Springer Science & Business Media
ISBN 13 : 3319005421
Total Pages : 529 pages
Book Rating : 4.3/5 (19 download)
Download or read book Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems written by Ivan Zelinka and published by Springer Science & Business Media. This book was released on 2013-11-13 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prediction of behavior of the dynamical systems, analysis and modeling of its structure is vitally important problem in engineering, economy and science today. Examples of such systems can be seen in the world around us and of course in almost every scientific discipline including such “exotic” domains like the earth’s atmosphere, turbulent fluids, economies (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such dynamics and to use it in research or industrial applications, it is important to create its models. For this purpose there is rich spectra of methods, from classical like ARMA models or Box Jenkins method to such modern ones like evolutionary computation, neural networks, fuzzy logic, fractal geometry, deterministic chaos and more. This proceeding book is a collection of the accepted papers to conference Nostradamus that has been held in Ostrava, Czech Republic. Proceeding also comprises of outstanding keynote speeches by distinguished guest speakers: Guanrong Chen (Hong Kong), Miguel A. F. Sanjuan (Spain), Gennady Leonov and Nikolay Kuznetsov (Russia), Petr Škoda (Czech Republic). The main aim of the conference is to create periodical possibility for students, academics and researchers to exchange their ideas and novel methods. This conference will establish forum for presentation and discussion of recent trends in the area of applications of various predictive methods for researchers, students and academics.
Author : Marc Philippe Stöcklin
Publisher :
ISBN 13 :
Total Pages : 183 pages
Book Rating : 4.:/5 (732 download)
Download or read book Traffic Anomaly Detection and Diagnosis on the Network Flow Level written by Marc Philippe Stöcklin and published by . This book was released on 2011 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Guojun Wang
Publisher : Springer
ISBN 13 : 3030249077
Total Pages : 506 pages
Book Rating : 4.0/5 (32 download)
Download or read book Security, Privacy, and Anonymity in Computation, Communication, and Storage written by Guojun Wang and published by Springer. This book was released on 2019-07-10 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, SpaCCS 2019, held in Atlanta, GA, USA in July 2019. The 37 full papers were carefully reviewed and selected from 109 submissions. The papers cover many dimensions including security algorithms and architectures, privacy-aware policies, regulations and techniques, anonymous computation and communication, encompassing fundamental theoretical approaches, practical experimental projects, and commercial application systems for computation, communication and storage.
Author : Eduardo H.M. Pena
Publisher : Infinite Study
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4./5 ( download)
Download or read book Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment written by Eduardo H.M. Pena and published by Infinite Study. This book was released on with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study presents the correlational paraconsistent machine (CPM), a tool for anomaly detection that incorporates unsupervised models for traffic characterization and principles of paraconsistency, to inspect irregularities at the network traffic flow level.
Author :
Publisher : BoD – Books on Demand
ISBN 13 : 183769026X
Total Pages : 170 pages
Book Rating : 4.8/5 (376 download)
Download or read book Anomaly Detection written by and published by BoD – Books on Demand. This book was released on 2024-01-17 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Monitoring of Traffic Anomalies Using Microscopic Traffic Variables in Vehicular Transportation Networks written by and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Radu Dobrescu
Publisher : CRC Press
ISBN 13 : 1498750184
Total Pages : 302 pages
Book Rating : 4.4/5 (987 download)
Download or read book Large Scale Networks written by Radu Dobrescu and published by CRC Press. This book was released on 2016-10-03 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Sumeet Dua
Publisher : CRC Press
ISBN 13 : 1439839433
Total Pages : 256 pages
Book Rating : 4.4/5 (398 download)
Download or read book Data Mining and Machine Learning in Cybersecurity written by Sumeet Dua and published by CRC Press. This book was released on 2016-04-19 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible
Author : Steve Uhlig
Publisher : Springer
ISBN 13 : 3540716173
Total Pages : 284 pages
Book Rating : 4.5/5 (47 download)
Download or read book Passive and Active Network Measurement written by Steve Uhlig and published by Springer. This book was released on 2007-06-30 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Passive and Active Measurement, PAM 2007, held in Louvain-la-Neuve, Belgium, April 2007. Coverage focuses on research and practical applications of network measurement and analysis techniques, detailing interdomain routing, P2P, wireless 802.11, wireless 3G/CDMA/Bluetooth, infrastructure and services, traffic, and measurement principles.
Author : Ernst Biersack
Publisher : Springer
ISBN 13 : 3642367844
Total Pages : 370 pages
Book Rating : 4.6/5 (423 download)
Download or read book Data Traffic Monitoring and Analysis written by Ernst Biersack and published by Springer. This book was released on 2013-03-02 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 : Antonio Pescapè
Publisher : Springer
ISBN 13 : 3642285341
Total Pages : 184 pages
Book Rating : 4.6/5 (422 download)
Download or read book Traffic Monitoring and Analysis written by Antonio Pescapè and published by Springer. This book was released on 2012-03-07 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 : Jianning Mai
Publisher :
ISBN 13 :
Total Pages : 290 pages
Book Rating : 4.:/5 (83 download)
Download or read book Sampling Network Traffic for Anomaly Detection written by Jianning Mai and published by . This book was released on 2008 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Horst Bunke
Publisher : Springer Science & Business Media
ISBN 13 : 0817645195
Total Pages : 230 pages
Book Rating : 4.8/5 (176 download)
Download or read book A Graph-Theoretic Approach to Enterprise Network Dynamics written by Horst Bunke and published by Springer Science & Business Media. This book was released on 2007-04-05 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph treats the application of numerous graph-theoretic algorithms to a comprehensive analysis of dynamic enterprise networks. Network dynamics analysis yields valuable information about network performance, efficiency, fault prediction, cost optimization, indicators and warnings. Based on many years of applied research on generic network dynamics, this work covers a number of elegant applications (including many new and experimental results) of traditional graph theory algorithms and techniques to computationally tractable network dynamics analysis to motivate network analysts, practitioners and researchers alike.
Author : Leonard Barolli
Publisher : Springer Nature
ISBN 13 : 3031578708
Total Pages : 486 pages
Book Rating : 4.0/5 (315 download)
Download or read book Advanced Information Networking and Applications written by Leonard Barolli and published by Springer Nature. This book was released on with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Tao Li
Publisher : Springer Science & Business Media
ISBN 13 : 1461448514
Total Pages : 87 pages
Book Rating : 4.4/5 (614 download)
Download or read book Traffic Measurement on the Internet written by Tao Li and published by Springer Science & Business Media. This book was released on 2012-08-30 with total page 87 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Oliver Hohlfeld
Publisher : Springer Nature
ISBN 13 : 303098785X
Total Pages : 691 pages
Book Rating : 4.0/5 (39 download)
Download or read book Passive and Active Measurement written by Oliver Hohlfeld and published by Springer Nature. This book was released on 2022-03-21 with total page 691 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 23rd International Conference on Passive and Active Measurement, PAM 2022, held in March 2022. Due to COVID-19 pandemic, the conference was held virtually. The 15 full papers and 15 short papers presented in this volume were carefully reviewed and selected from 62 submissions. The papers present emerging and early-stage research in network measurements – work that seeks to better understand complex, real-world networked systems and offer critical empirical foundations and support to network research.
