Self Healing Systems And Wireless Networks Management
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Self Healing Systems And Wireless Networks Management
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Author : Junaid Ahsenali Chaudhry
language : en
Publisher: CRC Press
Release Date : 2013-10-21
Self Healing Systems And Wireless Networks Management written by Junaid Ahsenali Chaudhry and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-21 with Computers categories.
This book presents a method for identifying and classifying faults using causal reasoning. It employs a similarity matrix in order to match the user activity log and its pattern in a transformed space. It then describes how to embed the self-healing policy, so that if the client has more faults related to the previous one, they can be dealt with at the client side. The book defines supporting systems architectures and includes a case study of an autonomic healing-based self-management engine.
Self Organizing Networks
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Author : Juan Ramiro
language : en
Publisher: John Wiley & Sons
Release Date : 2011-10-27
Self Organizing Networks written by Juan Ramiro and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-27 with Technology & Engineering categories.
With the current explosion in network traffic, and mounting pressure on operators’ business case, Self-Organizing Networks (SON) play a crucial role. They are conceived to minimize human intervention in engineering processes and at the same time improve system performance to maximize Return-on-Investment (ROI) and secure customer loyalty. Written by leading experts in the planning and optimization of Multi-Technology and Multi-Vendor wireless networks, this book describes the architecture of Multi-Technology SON for GSM, UMTS and LTE, along with the enabling technologies for SON planning, optimization and healing. This is presented mainly from a technology point of view, but also covers some critical business aspects, such as the ROI of the proposed SON functionalities and Use Cases. Key features: Follows a truly Multi-Technology approach: covering not only LTE, but also GSM and UMTS, including architectural considerations of deploying SON in today’s GSM and UMTS networks Features detailed discussions about the relevant trade-offs in each Use Case Includes field results of today’s GSM and UMTS SON implementations in live networks Addresses the calculation of ROI for Multi-Technology SON, contributing to a more complete and strategic view of the SON paradigm This book will appeal to network planners, optimization engineers, technical/strategy managers with operators and R&D/system engineers at infrastructure and software vendors. It will also be a useful resource for postgraduate students and researchers in automated wireless network planning and optimization.
Self Healing Control Technology For Distribution Networks
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Author : Xinxin Gu
language : en
Publisher: John Wiley & Sons
Release Date : 2017-02-07
Self Healing Control Technology For Distribution Networks written by Xinxin Gu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-07 with Technology & Engineering categories.
Systematically introduces self-healing control theory for distribution networks, rigorously supported by simulations and applications • A comprehensive introduction to self-healing control for distribution networks • Details the construction of self-healing control systems with simulations and applications • Provides key principles for new generation protective relay and network protection • Demonstrates how to monitor and manage system performance • Highlights practical implementation of self-healing control technologies, backed by rigorous research data and simulations
Self Healing Systems And Wireless Networks Management
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Author : Junaid Ahsenali Chaudhry
language : en
Publisher: CRC Press
Release Date : 2013-10-21
Self Healing Systems And Wireless Networks Management written by Junaid Ahsenali Chaudhry and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-21 with Technology & Engineering categories.
Do you believe in open-source development? Would you like to see your security system grow and learn by itself? Are you sick of paying for software license fees every year that produce little return on investment? And, would you prefer to invest in something you could sell later on to other IT security departments? If you answered yes to these questions, then this is the book for you. Addressing the issues of fault identification and classification, Self-Healing Systems and Wireless Networks Management presents a method for identifying and classifying faults using causal reasoning—a powerful bottom up technique for deep surface and cross context correlation establishment. It explains how to employ a similarity matrix to match the user activity log and its pattern in a transformed space and discusses the development and deployment of a policy engine. The book describes how to use this self-growing policy engine in collaboration with a scheduler and plug-in bank to generate a healing policy. This healing policy presents the solution of the direct and causal fault. The author describes how to embed the solutions of the related faults in the healing policy so that if a client faces more faults related to the previous one, they can be addressed at the client side. Exploring prototype systems, the text defines supporting systems architectures and includes a case study of an autonomic healing-based self-management engine. It also explains how to fulfill the tasks in linear time, so that the increase in the source file size does not affect the performance of your system—making the system highly scalable for distributed self-healing systems. This book provides valuable guidance to help you build a self-growing, self -earning, self-healing system that, after development, learns for itself about the IT security vulnerabilities of your organization and fills the holes for future breach prevention.
Advances In Self Healing Systems Monitoring And Data Processing
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Author : Igor Ruban
language : en
Publisher: Springer Nature
Release Date : 2022-03-02
Advances In Self Healing Systems Monitoring And Data Processing written by Igor Ruban and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-02 with Computers categories.
This book presents the systematized research, development and improvement of methods in self-healing communication and control systems. The book presents new models and methods of data processing, focused on the specifics of self-healing systems. The goal is to equip the reader with the necessary knowledge about trends in monitoring and detecting failures, modelling processes and methods of data processing in self-healing communication and control systems.
Context Aware Computing And Self Managing Systems
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Author : Waltenegus Dargie
language : en
Publisher: CRC Press
Release Date : 2009-03-25
Context Aware Computing And Self Managing Systems written by Waltenegus Dargie and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-03-25 with Computers categories.
Bringing together an extensively researched area with an emerging research issue, Context-Aware Computing and Self-Managing Systems presents the core contributions of context-aware computing in the development of self-managing systems, including devices, applications, middleware, and networks. The expert contributors reveal the usefulness of contex
Security In Emerging Wireless Communication And Networking Systems
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Author : Qijun Gu
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-01-13
Security In Emerging Wireless Communication And Networking Systems written by Qijun Gu 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 2010-01-13 with Computers categories.
The First ICST International Workshop on Security in Emerging Wireless Commu- cation and Networking Systems (SEWCN 2009) was held in Athens, Greece, Sept- ber 14, in conjunction with SecureComm 2009. SEWCN 2009 was sponsored by the Institute for Computer Sciences, Social-Informatics and Telecommunications En- neering (ICST). The Workshop Chairs were Qijun Gu from Texas State University- San Marcos, USA, and Wanyu Zang from Western Illinois University, USA. The workshop invited 20 researchers from academia and industry around the world in the areas of networking and security to form the Program Committee. The workshop received nine submissions and each submission received two or three double-blind reviews. The review process started on July 6 and ended on July 27. In all, 21 reviews were received. Based on the review scores and comments, seven papers with average score 0 or better were accepted for presentation and inclusion in the workshop proceedings. The workshop emphasized new ideas for secure architectures and protocols to - hance the emerging wireless systems. The accepted papers cover topics on applied cryptography, key management, vulnerability analysis, privacy, authentication, and intrusion detection for emerging wireless systems. The papers were presented in two sessions, chaired by Nikolaos Preve from the National Technical University of A- ens, Greece, and Theofilos Chrysikos from the University of Patras, Greece.
Artificial Intelligence And Quantum Computing For Advanced Wireless Networks
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Author : Savo G. Glisic
language : en
Publisher: John Wiley & Sons
Release Date : 2022-04-13
Artificial Intelligence And Quantum Computing For Advanced Wireless Networks written by Savo G. Glisic and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-13 with Technology & Engineering categories.
ARTIFICIAL INTELLIGENCE AND QUANTUM COMPUTING FOR ADVANCED WIRELESS NETWORKS A comprehensive presentation of the implementation of artificial intelligence and quantum computing technology in large-scale communication networks Increasingly dense and flexible wireless networks require the use of artificial intelligence (AI) for planning network deployment, optimization, and dynamic control. Machine learning algorithms are now often used to predict traffic and network state in order to reserve resources for smooth communication with high reliability and low latency. In Artificial Intelligence and Quantum Computing for Advanced Wireless Networks, the authors deliver a practical and timely review of AI-based learning algorithms, with several case studies in both Python and R. The book discusses the game-theory-based learning algorithms used in decision making, along with various specific applications in wireless networks, like channel, network state, and traffic prediction. Additional chapters include Fundamentals of ML, Artificial Neural Networks (NN), Explainable and Graph NN, Learning Equilibria and Games, AI Algorithms in Networks, Fundamentals of Quantum Communications, Quantum Channel, Information Theory and Error Correction, Quantum Optimization Theory, and Quantum Internet, to name a few. The authors offer readers an intuitive and accessible path from basic topics on machine learning through advanced concepts and techniques in quantum networks. Readers will benefit from: A thorough introduction to the fundamentals of machine learning algorithms, including linear and logistic regression, decision trees, random forests, bagging, boosting, and support vector machines An exploration of artificial neural networks, including multilayer neural networks, training and backpropagation, FIR architecture spatial-temporal representations, quantum ML, quantum information theory, fundamentals of quantum internet, and more Discussions of explainable neural networks and XAI Examinations of graph neural networks, including learning algorithms and linear and nonlinear GNNs in both classical and quantum computing technology Perfect for network engineers, researchers, and graduate and masters students in computer science and electrical engineering, Artificial Intelligence and Quantum Computing for Advanced Wireless Networks is also an indispensable resource for IT support staff, along with policymakers and regulators who work in technology.
Network Performance And Fault Analytics For Lte Wireless Service Providers
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Author : Deepak Kakadia
language : en
Publisher: Springer
Release Date : 2017-09-27
Network Performance And Fault Analytics For Lte Wireless Service Providers written by Deepak Kakadia and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-27 with Technology & Engineering categories.
This book is intended to describe how to leverage emerging technologies big data analytics and SDN, to address challenges specific to LTE and IP network performance and fault management data in order to more efficiently manage and operate an LTE wireless networks. The proposed integrated solutions permit the LTE network service provider to operate entire integrated network, from RAN to Core , from UE to application service, as one unified system and correspondingly collect and align disparate key metrics and data, using an integrated and holistic approach to network analysis. The LTE wireless network performance and fault involves the network performance and management of network elements in EUTRAN, EPC and IP transport components, not only as individual components, but also as nuances of inter-working of these components. The key metrics for EUTRAN include radio access network accessibility, retainability, integrity, availability and mobility. The key metrics for EPC include MME accessibility, mobility and capacity, SGW, PGW capacity and connectivity. In the first parts of the book, the authors describe fundamental analytics techniques, and various key network partitions - RAN, Backhaul, Metro and Core of a typical LTE Wireless Service Provider Network. The second part of the book develops more advanced analytic techniques that can be used to solve complex wireless network problems. The second part of this book also describes practical and novel solutions for LTE service network performance and fault management systems using big data engineering. Self-organizing network (SON) architecture is presented as a way to utilize network performance and fault analytics to enable network automation. SON can significantly improve operational efficiencies and speed up network deployment. This book provides various ways to leverage data science to more intelligently and reliably to automate and manage a wireless network. The contents of the book should be useful to professional engineers and networking experts involved in LTE network operations and management. The content will also be of interest to researchers, academic and corporate, interested in the developments in fault analytics in LTE networks.
Complex Networks
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Author : Kayhan Erciyes
language : en
Publisher: CRC Press
Release Date : 2014-09-06
Complex Networks written by Kayhan Erciyes and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-06 with Computers categories.
Complex Networks: An Algorithmic Perspective supplies the basic theoretical algorithmic and graph theoretic knowledge needed by every researcher and student of complex networks. This book is about specifying, classifying, designing, and implementing mostly sequential and also parallel and distributed algorithms that can be used to analyze the static properties of complex networks. Providing a focused scope which consists of graph theory and algorithms for complex networks, the book identifies and describes a repertoire of algorithms that may be useful for any complex network.