Multi Fractal Traffic And Anomaly Detection In Computer Communications

Author : Ming Li
Publisher : CRC Press
Page : 297 pages
File Size : 51,6 Mb
Release : 2023-01-09
Category : Computers
ISBN : 9781000817898

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Multi-Fractal Traffic and Anomaly Detection in Computer Communications by Ming Li Pdf

This book provides a comprehensive theory of mono- and multi-fractal traffic, including the basics of long-range dependent time series and 1/f noise, ergodicity and predictability of traffic, traffic modeling and simulation, stationarity tests of traffic, traffic measurement and the anomaly detection of traffic in communications networks. Proving that mono-fractal LRD time series is ergodic, the book exhibits that LRD traffic is stationary. The author shows that the stationarity of multi-fractal traffic relies on observation time scales, and proposes multi-fractional generalized Cauchy processes and modified multi-fractional Gaussian noise. The book also establishes a set of guidelines for determining the record length of traffic in measurement. Moreover, it presents an approach of traffic simulation, as well as the anomaly detection of traffic under distributed-denial-of service attacks. Scholars and graduates studying network traffic in computer science will find the book beneficial.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 48,7 Mb
Release : 2024-07-01
Category : Electronic
ISBN : 9789814471381

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Information Computing and Automation by Anonim Pdf

Author : Ming Li
Publisher : CRC Press
Page : 559 pages
File Size : 40,9 Mb
Release : 2023-12-29
Category : Transportation
ISBN : 9781003801146

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Fractional Vibrations with Applications to Euler-Bernoulli Beams by Ming Li Pdf

Introduces a new convolution representation of a fractional derivative and the classification of fractional vibrations Proposes equivalent motion equations of six classes of fractional vibrators Establishes a mathematical explanation of the Rayleigh damping assumption Sets up a method for the record length requirement of ocean surface waves Proposes an optimal controller of irregular wave maker

Author : Maddalena Taras,Hwei Ming Wong
Publisher : Routledge
Page : 0 pages
File Size : 53,6 Mb
Release : 2022-12-30
Category : Electronic
ISBN : 0367691655

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Student Self Assessment by Maddalena Taras,Hwei Ming Wong Pdf

This book provides the basics of student self-assessment and implementation challenges, and it offers practical solutions and examples for navigating the use of student self-assessment in various subject disciplines in primary schools, secondary schools and higher education. It provides an informed approach for educators to understand the complexities and subtleties involved in implementing self-assessment, and how this might include and impact on teachers and students. Involving students in assessment is not a new idea nor is student self-assessment a new assessment tool in schools. Despite the advantages and the necessity for including it in our pedagogic processes explicitly, the use of student self-assessment has been far from commonplace and consistent in classrooms, schools and universities. This book makes clear the choices of what, how and why student self-assessment is important and usable in the classroom. This book is designed for educators at different levels, and educational researchers. It will provide food for thought for pre- and in-service teachers and school leaders who are interested in nurturing independent and self-directed learners by involving students in the assessment process and maximising student learning through the use of student self-assessment.

Author : Paul Kantor,Gheorghe Muresan,Fred Roberts,Daniel Zeng,Frei-Yue Wang,Hsinchun Chen,Ralph Merkle
Publisher : Springer
Page : 692 pages
File Size : 41,5 Mb
Release : 2005-04-25
Category : Computers
ISBN : 9783540320630

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Intelligence and Security Informatics by Paul Kantor,Gheorghe Muresan,Fred Roberts,Daniel Zeng,Frei-Yue Wang,Hsinchun Chen,Ralph Merkle Pdf

Intelligence and security informatics (ISI) can be broadly defined as the study of the development and use of advanced information technologies and systems for national and international security-related applications, through an integrated technological, organizational, and policy-based approach. In the past few years, ISI research has experienced tremendous growth and attracted substantial interest from academic researchers in related fields as well as practitioners from both government agencies and industry. The first two meetings (ISI 2003 and ISI 2004) in the ISI symposium and conference series were held in Tucson, Arizona, in 2003 and 2004, respectively. They provided a stimulating intellectual forum for discussion among previously disparate communities: academic researchers in information technologies, computer science, public policy, and social studies; local, state, and federal law enforcement and intelligence experts; and information technology industry consultants and practitioners. Building on the momentum of these ISI meetings and with sponsorship by the IEEE, we held the IEEE International Conference on Intelligence and Security Informatics (ISI 2005) in May 2005 in Atlanta, Georgia. In addition to the established and emerging ISI research topics covered at past ISI meetings, ISI 2005 included a new track on Terrorism Informatics, which is a new stream of terrorism research leveraging the latest advances in social science methodologies, and information technologies and tools. ISI 2005 was jointly hosted by Rutgers, the State University of New Jersey; the University of Arizona (UA); and the Georgia Institute of Technology (GATECH).

Author : Monowar H. Bhuyan,Dhruba K. Bhattacharyya,Jugal K. Kalita
Publisher : Springer
Page : 263 pages
File Size : 48,8 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 : Ernst Biersack,Christian Callegari,Maja Matijasevic
Publisher : Springer
Page : 370 pages
File Size : 44,8 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 : Dhruba Kumar Bhattacharyya,Jugal Kumar Kalita
Publisher : CRC Press
Page : 364 pages
File Size : 40,6 Mb
Release : 2013-06-18
Category : Computers
ISBN : 9781466582095

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Network Anomaly Detection by Dhruba Kumar Bhattacharyya,Jugal Kumar Kalita Pdf

With the rapid rise in the ubiquity and sophistication of Internet technology and the accompanying growth in the number of network attacks, network intrusion detection has become increasingly important. Anomaly-based network intrusion detection refers to finding exceptional or nonconforming patterns in network traffic data compared to normal behavi

Author : Antonio Cuadra-Sánchez,Javier Aracil
Publisher : Elsevier
Page : 70 pages
File Size : 52,6 Mb
Release : 2015-10-31
Category : Technology & Engineering
ISBN : 9780081008072

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Traffic Anomaly Detection by Antonio Cuadra-Sánchez,Javier Aracil Pdf

This book presents an overview of traffic anomaly detection analysis, allowing you to monitor security aspects of multimedia services. The author's approach is based on the analysis of time aggregation adjacent periods of the traffic. As traffic varies throughout the day, it is essential to consider the concrete traffic period in which the anomaly occurs. This book presents the algorithms proposed specifically for this analysis and an empirical comparative analysis of those methods and settle a new information theory based technique, named "typical day analysis". A new information-theory based technique for traffic anomaly detection (typical day analysis) Introductory chapters to anomaly detection methods including control charts, tests of goodness-of-fit Mutual Information Contains comparative analysis of traffic anomaly detection methods

Author : Ming Li
Publisher : CRC Press
Page : 195 pages
File Size : 48,9 Mb
Release : 2022-05-04
Category : Computers
ISBN : 9781000547993

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Fractal Teletraffic Modeling and Delay Bounds in Computer Communications by Ming Li Pdf

By deploying time series analysis, Fourier transform, functional analysis, min-plus convolution, and fractional order systems and noise, this book proposes fractal traffic modeling and computations of delay bounds, aiming to improve the quality of service in computer communication networks. As opposed to traditional studies of teletraffic delay bounds, the author proposes a novel fractional noise, the generalized fractional Gaussian noise (gfGn) approach, and introduces a new fractional noise, generalized Cauchy (GC) process for traffic modeling. Researchers and graduates in computer science, applied statistics, and applied mathematics will find this book beneficial. Ming Li, PhD, is a professor at Ocean College, Zhejiang University, and the East China Normal University. He has been an active contributor for many years to the fields of computer communications, applied mathematics and statistics, particularly network traffic modeling, fractal time series, and fractional oscillations. He has authored more than 200 articles and 5 monographs on the subjects. He was identified as the Most Cited Chinese Researcher by Elsevier in 2014–2020. Professor Li was recognized as a top 100,000 scholar in all fields in 2019–2020 and a top 2% scholar in the field of Numerical and Computational Mathematics in 2021 by Prof. John P. A. Ioannidis, Stanford University.

Author : Costin Badica,Amal El Fallah Seghrouchni,Aurélie Beynier,David Camacho,Cédric Herpson,Koen Hindriks,Paulo Novais
Publisher : Springer
Page : 248 pages
File Size : 54,5 Mb
Release : 2016-10-07
Category : Technology & Engineering
ISBN : 9783319488295

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Intelligent Distributed Computing X by Costin Badica,Amal El Fallah Seghrouchni,Aurélie Beynier,David Camacho,Cédric Herpson,Koen Hindriks,Paulo Novais Pdf

This book presents the combined peer-reviewed proceedings of the tenth International Symposium on Intelligent Distributed Computing (IDC’2016), which was held in Paris, France from October 10th to 12th, 2016. The 23 contributions address a range of topics related to theory and application of intelligent distributed computing, including: Intelligent Distributed Agent-Based Systems, Ambient Intelligence and Social Networks, Computational Sustainability, Intelligent Distributed Knowledge Representation and Processing, Smart Networks, Networked Intelligence and Intelligent Distributed Applications, amongst others.

Author : Debatosh Guha,Badal Chakraborty,Himadri Sekhar Dutta
Publisher : CRC Press
Page : 464 pages
File Size : 55,5 Mb
Release : 2017-03-16
Category : Business & Economics
ISBN : 9781315400600

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Computer, Communication and Electrical Technology by Debatosh Guha,Badal Chakraborty,Himadri Sekhar Dutta Pdf

The First International Conference on Advancement of Computer, Communication and Electrical Technology focuses on key technologies and recent progress in computer vision, information technology applications, VLSI, signal processing, power electronics & drives, and application of sensors & transducers, etc. Topics in this conference include: Computer Science This conference encompassed relevant topics in computer science such as computer vision & intelligent system, networking theory, and application of information technology. Communication Engineering To enhance the theory & technology of communication engineering, ACCET 2016 highlighted the state-of the-art research work in the field of VLSI, optical communication, and signal processing of various data formatting. Research work in the field of microwave engineering, cognitive radio and networks are also included. Electrical Technology The state-of-the-art research topic in the field of electrical & instrumentation engineering is included in this conference such as power system stability & protection, non-conventional energy resources, electrical drives, and biomedical engineering. Research work in the area of optimization and application in control, measurement & instrumentation are included as well.

Author : Liangshan Shao,Jinguang Sun,Xiaowei Hui
Publisher : DEStech Publications, Inc
Page : 560 pages
File Size : 54,5 Mb
Release : 2013-11-20
Category : Technology & Engineering
ISBN : 9781605951317

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Fuzzy Systems, Knowledge Discovery and Natural Computation Symposium by Liangshan Shao,Jinguang Sun,Xiaowei Hui Pdf

The Fuzzy Systems, Knowledge Discovery, and Natural Computation Symposium (FSKDNC 2013) was successfully held from 24 to 25 July 2013, in Shenyang, China. The Symposium was a platform for authors to present their recent development on fuzzy systems, knowledge discovery, and natural computation (i.e., intelligent techniques inspired from nature, such as neural networks, genetic algorithms, and particle swarm optimization). The Symposium attracted numerous submissions from around the globe. Each submitted paper was rigorously reviewed by the program committee and additional reviewers based on originality, significance and quality of the research, clarity of the presentation, and relevance to the Symposium theme. 60 papers are included in the Symposium proceedings after the review process. The great efforts of the authors, the Organizing Committee members, the Program Committee members, and the additional reviewers are acknowledged here. The Symposium would not have been possible without the support from Liaoning Technical University. The professional and courteous staff from DEStech Publications, Inc also deserves special credits.

Author : Chen Wu,Ming Li,Jiaying Jin
Publisher : CRC Press
Page : 0 pages
File Size : 41,8 Mb
Release : 2022
Category : Fractal analysis
ISBN : 1032106352

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Frontiers in Magnetic Materials by Chen Wu,Ming Li,Jiaying Jin Pdf

"By deploying time series analysis, Fourier transformation, functional analysis, min-plus convolution, and fractional order systems and noise, this book proposes fractal traffic modeling and computations of delay bounds, aiming to improve the quality of service in computer communication networks. As opposed to traditional studies of teletraffic delay bounds, the author proposes a novel fractional noise, generalized fractional Gaussian noise (gfGn) approach, and introduces a new fractional noise, generalized Cauchy (GC) process for traffic modeling. Researchers and graduates in computer science, applied statistics, and applied mathematics will find the book beneficial"--

Author : Vladimir M. Vishnevskiy,Konstantin E. Samouylov,Dmitry V. Kozyrev
Publisher : Springer Nature
Page : 628 pages
File Size : 54,8 Mb
Release : 2019-12-17
Category : Computers
ISBN : 9783030366148

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Distributed Computer and Communication Networks by Vladimir M. Vishnevskiy,Konstantin E. Samouylov,Dmitry V. Kozyrev Pdf

This book constitutes the refereed proceedings of the 22nd International Conference on Distributed and Computer and Communication Networks, DCCN 2019, held in Moscow, Russia, in September 2019. The 44 full papers and 2 short papers were carefully reviewed and selected from 174 submissions. The papers cover the following topics: Computer and Communication Networks, Analytical Modeling of Distributed Systems, and Distributed Systems Applications.