Algorithms And Architectures For Ip Packet Classification In Next Generation Networks PDF Download
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Author | : Motasem Abdelghani Mustafa Aldiab |
Publisher | : |
Total Pages | : |
Release | : 2008 |
Genre | : |
ISBN | : |
Download Algorithms and Architectures for IP Packet Classification in Next Generation Networks Book in PDF, ePub and Kindle
Author | : Graham Cormode |
Publisher | : Springer Science & Business Media |
Total Pages | : 469 |
Release | : 2010-02-06 |
Genre | : Computers |
ISBN | : 1848827652 |
Download Algorithms for Next Generation Networks Book in PDF, ePub and Kindle
Data networking now plays a major role in everyday life and new applications continue to appear at a blinding pace. Yet we still do not have a sound foundation for designing, evaluating and managing these networks. This book covers topics at the intersection of algorithms and networking. It builds a complete picture of the current state of research on Next Generation Networks and the challenges for the years ahead. Particular focus is given to evolving research initiatives and the architecture they propose and implications for networking. Topics: Network design and provisioning, hardware issues, layer-3 algorithms and MPLS, BGP and Inter AS routing, packet processing for routing, security and network management, load balancing, oblivious routing and stochastic algorithms, network coding for multicast, overlay routing for P2P networking and content delivery. This timely volume will be of interest to a broad readership from graduate students to researchers looking to survey recent research its open questions.
Author | : Chad R. Meiners |
Publisher | : Springer Science & Business Media |
Total Pages | : 123 |
Release | : 2010-06-04 |
Genre | : Technology & Engineering |
ISBN | : 1441967001 |
Download Hardware Based Packet Classification for High Speed Internet Routers Book in PDF, ePub and Kindle
Hardware Based Packet Classification for High Speed Internet Routers presents the most recent developments in hardware based packet classification algorithms and architectures. This book describes five methods which reduce the space that classifiers occupy within TCAMs; TCAM Razor, All-Match Redundancy Removal, Bit Weaving, Sequential Decomposition, and Topological Transformations. These methods demonstrate that in most cases a substantial reduction of space is achieved. Case studies and examples are provided throughout this book. About this book: • Presents the only book in the market that exclusively covers hardware based packet classification algorithms and architectures. • Describes five methods which reduce the space that classifiers occupy within TCAMs: TCAM Razor, All-Match Redundancy Removal, Bit Weaving, Sequential Decomposition, and Topological Transformations. • Provides case studies and examples throughout. Hardware Based Packet Classification for High Speed Internet Routers is designed for professionals and researchers who work within the related field of router design. Advanced-level students concentrating on computer science and electrical engineering will also find this book valuable as a text or reference book.
Author | : Jyh-Cheng Chen |
Publisher | : Wiley-Interscience |
Total Pages | : 440 |
Release | : 2004-02-17 |
Genre | : Technology & Engineering |
ISBN | : 0471478261 |
Download IP-Based Next-Generation Wireless Networks Book in PDF, ePub and Kindle
An ideal starting point for anyone wanting to learn about next generation wireless networks Gives important insights into the design of wireless IP networks Illustrates the standards and network architectures defined by leading standards bodies (including MWIF, 3GPP and 3GPP2) Discusses protocols in four key areas: signaling, mobility, quality of service, and security The authors have a good deal of experience in this field, and have many patents pending in the area of wireless networking
Author | : Bruce Hartpence |
Publisher | : |
Total Pages | : 123 |
Release | : 2020 |
Genre | : Neural networks (Computer science) |
ISBN | : |
Download Neural Network Architectures and Ensembles for Packet Classification Book in PDF, ePub and Kindle
"Increasingly researchers are turning to machine learning techniques such as artificial neural networks (ANN) to address communication network research challenges in the areas of enhanced security, quality of service, visibility and control. Central to each is the need to classify packets. Determining an effective architecture for the artificial neural network is more difficult because traditional techniques such as principal component analysis (PCA) show reduced effectiveness. Presented are the techniques for preprocessing datasets and selecting input traffic features for the multi-layer perceptron (MLP) architecture. This methodology achieves classification accuracy above 99%. An investigation into neural network architectures revealed the optimal structure and parameters for communication packet classification. This work also studies optimization algorithms with completely balanced datasets and provides performance criteria for training time and accuracy. The application of MLPs to security challenges is also investigated. Port scans are a persistent problem on contemporary communication networks. Sequential MLPs are investigated to classify packets and determine TCP packet type. Following classification, analysis is performed in order to discover scan attempts. Neural networks can be used to successfully classify general packet traffic and more complex TCP classes at rates that are above 99%. The proposed methodology achieves accurate scan detection without having to utilize an intrusion detection system. In order to harness the power of Convolutional Neural Networks (CNNs), the conversion of packets to images is investigated. Additionally, a sequence of packets are combined into larger images to gain insight into conversations, exchanges, losses and threats. The use of this technique to identify potential latency problems is demonstrated. This approach of using contemporary network traffic and convolutional neural networks has success rate for individual packets exceeding 99%. Larger images achieve the same high level of accuracy. Finally, neural network ensembles are researched that reach 100% accuracy for packet classification. Ensembles are also studied to accurately predict Mean Opinion Score for voice traffic and explored for their use in combating adversarial attacks against the source data."--Abstract.
Author | : Fayez Gebali |
Publisher | : John Wiley & Sons |
Total Pages | : 372 |
Release | : 2011-03-29 |
Genre | : Computers |
ISBN | : 0470934638 |
Download Algorithms and Parallel Computing Book in PDF, ePub and Kindle
There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all learned. The programmer must be aware of the communication and data dependencies of the algorithm or application. This book provides the techniques to explore the possible ways to program a parallel computer for a given application.
Author | : Andrea Bianco |
Publisher | : Springer |
Total Pages | : 488 |
Release | : 2013-11-11 |
Genre | : Computers |
ISBN | : 0387356703 |
Download Next Generation Optical Network Design and Modelling Book in PDF, ePub and Kindle
Optical networks are leaving the labs and becoming a reality. Despite the current crisis of the telecom industry, our everyday life increasingly depends on communication networks for information exchange, medicine, education, data transfer, commerce, and many other endeavours. High capacity links are required by the large futemet traffic demand, and optical networks remain one of the most promising technologies for meeting these needs. WDM systems are today widely deployed, thanks to low-cost at extreme data rates and high reliability of optical components, such as optical amplifiers and fixed/tunable filters and transceivers. Access and metropolitan area networks are increasingly based on optical technologies to overcome the electronic bottleneck at the network edge. Traditional multi-layer architectures, such as the widely deployed IP/ATM/SDH protocol stack, are increasingly based on WDM transport; further efforts are sought to move at the optical layer more of the functionalities available today in higher protocol layers. New components and subsystems for very high speed optical networks offer new design opportunities to network operators and designers. The trends towards dynamically configurable all-optical network infrastructures open up a wide range of new network engineering and design choices, which must face issues such as interoperability and unified control and management.
Author | : Toni Janevski |
Publisher | : Artech House |
Total Pages | : 394 |
Release | : 2003 |
Genre | : Computers |
ISBN | : 9781580536547 |
Download Traffic Analysis and Design of Wireless IP Networks Book in PDF, ePub and Kindle
HereOCOs a unique new book that focuses on the future direction in wireless/mobile telecommunications as a standalone concept for building wireless IP systems, including commercial, campus, local, and global networks. It examines the integration of the Internet and mobile networks, which are merging as a result of global demand for seamless mobile communication."
Author | : Elkhodr, Mahmoud |
Publisher | : IGI Global |
Total Pages | : 384 |
Release | : 2018-10-19 |
Genre | : Technology & Engineering |
ISBN | : 1522560246 |
Download Enabling Technologies and Architectures for Next-Generation Networking Capabilities Book in PDF, ePub and Kindle
With the rise of mobile and wireless technologies, more sustainable networks are necessary to support communication. These next-generation networks can now be utilized to extend the growing era of the Internet of Things. Enabling Technologies and Architectures for Next-Generation Networking Capabilities is an essential reference source that explores the latest research and trends in large-scale 5G technologies deployment, software-defined networking, and other emerging network technologies. Featuring research on topics such as data management, heterogeneous networks, and spectrum sensing, this book is ideally designed for computer engineers, technology developers, network administrators and researchers, professionals, and graduate-level students seeking coverage on current and future network technologies.
Author | : Arie Koster |
Publisher | : Springer Science & Business Media |
Total Pages | : 442 |
Release | : 2009-12-01 |
Genre | : Computers |
ISBN | : 3642022502 |
Download Graphs and Algorithms in Communication Networks Book in PDF, ePub and Kindle
Algorithmic discrete mathematics plays a key role in the development of information and communication technologies, and methods that arise in computer science, mathematics and operations research – in particular in algorithms, computational complexity, distributed computing and optimization – are vital to modern services such as mobile telephony, online banking and VoIP. This book examines communication networking from a mathematical viewpoint. The contributing authors took part in the European COST action 293 – a four-year program of multidisciplinary research on this subject. In this book they offer introductory overviews and state-of-the-art assessments of current and future research in the fields of broadband, optical, wireless and ad hoc networks. Particular topics of interest are design, optimization, robustness and energy consumption. The book will be of interest to graduate students, researchers and practitioners in the areas of networking, theoretical computer science, operations research, distributed computing and mathematics.