Large Scale Networks

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Large-Scale Networks in Engineering and Life Sciences

Author : Peter Benner
Publisher : Springer
ISBN 13 : 3319084372
Total Pages : 401 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Large-Scale Networks in Engineering and Life Sciences by : Peter Benner

Download or read book Large-Scale Networks in Engineering and Life Sciences written by Peter Benner and published by Springer. This book was released on 2014-10-21 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume provides insights into and tools for the modeling, analysis, optimization, and control of large-scale networks in the life sciences and in engineering. Large-scale systems are often the result of networked interactions between a large number of subsystems, and their analysis and control are becoming increasingly important. The chapters of this book present the basic concepts and theoretical foundations of network theory and discuss its applications in different scientific areas such as biochemical reactions, chemical production processes, systems biology, electrical circuits, and mobile agents. The aim is to identify common concepts, to understand the underlying mathematical ideas, and to inspire discussions across the borders of the various disciplines. The book originates from the interdisciplinary summer school “Large Scale Networks in Engineering and Life Sciences” hosted by the International Max Planck Research School Magdeburg, September 26-30, 2011, and will therefore be of interest to mathematicians, engineers, physicists, biologists, chemists, and anyone involved in the network sciences. In particular, due to their introductory nature the chapters can serve individually or as a whole as the basis of graduate courses and seminars, future summer schools, or as reference material for practitioners in the network sciences.

Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science

Author : Alessandro Vespignani
Publisher : World Scientific
ISBN 13 : 9814475416
Total Pages : 264 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science by : Alessandro Vespignani

Download or read book Large Scale Structure And Dynamics Of Complex Networks: From Information Technology To Finance And Natural Science written by Alessandro Vespignani and published by World Scientific. This book was released on 2007-06-28 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the culmination of three years of research effort on a multidisciplinary project in which physicists, mathematicians, computer scientists and social scientists worked together to arrive at a unifying picture of complex networks. The contributed chapters form a reference for the various problems in data analysis visualization and modeling of complex networks.

Design, Measurement and Management of Large-Scale IP Networks

Author : Antonio Nucci
Publisher : Cambridge University Press
ISBN 13 : 0521880696
Total Pages : 407 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Design, Measurement and Management of Large-Scale IP Networks by : Antonio Nucci

Download or read book Design, Measurement and Management of Large-Scale IP Networks written by Antonio Nucci and published by Cambridge University Press. This book was released on 2009 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sets out the design and management principles of large-scale IP networks by weaving together theory and practice.

Fundamentals of Brain Network Analysis

Author : Alex Fornito
Publisher : Academic Press
ISBN 13 : 0124081185
Total Pages : 496 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Fundamentals of Brain Network Analysis by : Alex Fornito

Download or read book Fundamentals of Brain Network Analysis written by Alex Fornito and published by Academic Press. This book was released on 2016-03-04 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain networks as graphs of nodes connected by edges, and covers a diverse array of measures for quantifying their topological and spatial organization. It builds intuition for key concepts and methods by illustrating how they can be practically applied in diverse areas of neuroscience, ranging from the analysis of synaptic networks in the nematode worm to the characterization of large-scale human brain networks constructed with magnetic resonance imaging. This text is ideally suited to neuroscientists wanting to develop expertise in the rapidly developing field of neural connectomics, and to physical and computational scientists wanting to understand how these quantitative methods can be used to understand brain organization. - Winner of the 2017 PROSE Award in Biomedicine & Neuroscience and the 2017 British Medical Association (BMA) Award in Neurology - Extensively illustrated throughout by graphical representations of key mathematical concepts and their practical applications to analyses of nervous systems - Comprehensively covers graph theoretical analyses of structural and functional brain networks, from microscopic to macroscopic scales, using examples based on a wide variety of experimental methods in neuroscience - Designed to inform and empower scientists at all levels of experience, and from any specialist background, wanting to use modern methods of network science to understand the organization of the brain

Large Scale Networks

Author : Radu Dobrescu
Publisher : CRC Press
ISBN 13 : 1315351390
Total Pages : 217 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Large Scale Networks by : Radu Dobrescu

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 217 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.

Networks of the Brain

Author : Olaf Sporns
Publisher : MIT Press
ISBN 13 : 0262528983
Total Pages : 433 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Networks of the Brain by : Olaf Sporns

Download or read book Networks of the Brain written by Olaf Sporns and published by MIT Press. This book was released on 2016-02-12 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: An integrative overview of network approaches to neuroscience explores the origins of brain complexity and the link between brain structure and function. Over the last decade, the study of complex networks has expanded across diverse scientific fields. Increasingly, science is concerned with the structure, behavior, and evolution of complex systems ranging from cells to ecosystems. In Networks of the Brain, Olaf Sporns describes how the integrative nature of brain function can be illuminated from a complex network perspective. Highlighting the many emerging points of contact between neuroscience and network science, the book serves to introduce network theory to neuroscientists and neuroscience to those working on theoretical network models. Sporns emphasizes how networks connect levels of organization in the brain and how they link structure to function, offering an informal and nonmathematical treatment of the subject. Networks of the Brain provides a synthesis of the sciences of complex networks and the brain that will be an essential foundation for future research.

Workshop on New Visions for Large-Scale Networks

Author :
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Workshop on New Visions for Large-Scale Networks by :

Download or read book Workshop on New Visions for Large-Scale Networks written by and published by . This book was released on 2001 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Workshop on New Visions for Large-Scale Networks

Author : Daniel Hitchcock
Publisher : DIANE Publishing
ISBN 13 : 143791022X
Total Pages : 58 pages
Book Rating : 4.4/5 (379 download)

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Book Synopsis Workshop on New Visions for Large-Scale Networks by : Daniel Hitchcock

Download or read book Workshop on New Visions for Large-Scale Networks written by Daniel Hitchcock and published by DIANE Publishing. This book was released on 2009-03-01 with total page 58 pages. Available in PDF, EPUB and Kindle. Book excerpt: Documents the findings of a workshop held in 2001 to develop a vision for the future of networking (10-20 years out) and to identify needed Fed. networking research to enable that vision. The Workshop was attended by more than 160 leading networking researchers from universities, industry, gov¿t., and laboratories. The participants concluded that industry is not prepared to do the long-term research needed to enable the workshop visions for future networking. Industry is oriented toward near-term development and is currently scaling back the corporate ability to provide networking research. This places increased responsibility on Fed. agencies to fund and conduct the research needed to support the continuing growth of the Internet.

Computational Aspects and Applications in Large-Scale Networks

Author : Valery A. Kalyagin
Publisher : Springer
ISBN 13 : 3319962477
Total Pages : 358 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Computational Aspects and Applications in Large-Scale Networks by : Valery A. Kalyagin

Download or read book Computational Aspects and Applications in Large-Scale Networks written by Valery A. Kalyagin and published by Springer. This book was released on 2018-08-24 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contributions in this volume focus on computationally efficient algorithms and rigorous mathematical theories for analyzing large-scale networks. Researchers and students in mathematics, economics, statistics, computer science and engineering will find this collection a valuable resource filled with the latest research in network analysis. Computational aspects and applications of large-scale networks in market models, neural networks, social networks, power transmission grids, maximum clique problem, telecommunication networks, and complexity graphs are included with new tools for efficient network analysis of large-scale networks. This proceeding is a result of the 7th International Conference in Network Analysis, held at the Higher School of Economics, Nizhny Novgorod in June 2017. The conference brought together scientists, engineers, and researchers from academia, industry, and government.

AI for Large Scale Communication Networks

Author : Kanthavel, R.
Publisher : IGI Global
ISBN 13 :
Total Pages : 534 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis AI for Large Scale Communication Networks by : Kanthavel, R.

Download or read book AI for Large Scale Communication Networks written by Kanthavel, R. and published by IGI Global. This book was released on 2024-10-25 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) is rapidly becoming essential to large-scale communication networks. Driven by the need for greater efficiency, security, and optimization, AI has evolved into a powerful tool that processes vast data and delivers insights through real-time processing, predictive analysis, and adaptive learning. Because these advancements transform how we interact with data and services, applying AI to complex networks has never been more essential. AI for Large Scale Communication Networks explores how AI can enhance network performance, scalability, and security. With contributions from experts, this book covers topics such as algorithm optimization, machine learning improvements, and neural network applications. It also addresses critical challenges like fault tolerance and distributed computing, emphasizing the need for interdisciplinary collaboration. Designed for academics, practitioners, and students, this resource provides actionable insights and strategies to optimize communication networks using AI.

Tensor Networks for Dimensionality Reduction and Large-scale Optimization

Author : Andrzej Cichocki
Publisher :
ISBN 13 : 9781680832235
Total Pages : 180 pages
Book Rating : 4.8/5 (322 download)

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Book Synopsis Tensor Networks for Dimensionality Reduction and Large-scale Optimization by : Andrzej Cichocki

Download or read book Tensor Networks for Dimensionality Reduction and Large-scale Optimization written by Andrzej Cichocki and published by . This book was released on 2016 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern applications in engineering and data science are increasingly based on multidimensional data of exceedingly high volume, variety, and structural richness. However, standard machine learning algorithms typically scale exponentially with data volume and complexity of cross-modal couplings - the so called curse of dimensionality - which is prohibitive to the analysis of large-scale, multi-modal and multi-relational datasets. Given that such data are often efficiently represented as multiway arrays or tensors, it is therefore timely and valuable for the multidisciplinary machine learning and data analytic communities to review low-rank tensor decompositions and tensor networks as emerging tools for dimensionality reduction and large scale optimization problems. Our particular emphasis is on elucidating that, by virtue of the underlying low-rank approximations, tensor networks have the ability to alleviate the curse of dimensionality in a number of applied areas. In Part 1 of this monograph we provide innovative solutions to low-rank tensor network decompositions and easy to interpret graphical representations of the mathematical operations on tensor networks. Such a conceptual insight allows for seamless migration of ideas from the flat-view matrices to tensor network operations and vice versa, and provides a platform for further developments, practical applications, and non-Euclidean extensions. It also permits the introduction of various tensor network operations without an explicit notion of mathematical expressions, which may be beneficial for many research communities that do not directly rely on multilinear algebra. Our focus is on the Tucker and tensor train (TT) decompositions and their extensions, and on demonstrating the ability of tensor networks to provide linearly or even super-linearly (e.g., logarithmically) scalable solutions, as illustrated in detail in Part 2 of this monograph.

Network Programmability and Automation Fundamentals

Author : Khaled Abuelenain
Publisher : Cisco Press
ISBN 13 : 0135184266
Total Pages : 2821 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis Network Programmability and Automation Fundamentals by : Khaled Abuelenain

Download or read book Network Programmability and Automation Fundamentals written by Khaled Abuelenain and published by Cisco Press. This book was released on 2021-05-06 with total page 2821 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modernize and optimize network management with APIs and automation Legacy network management approaches don't scale adequately and can't be automated well. This guide will help meet tomorrow's challenges by adopting network programmability based on Application Programming Interfaces (APIs). Using these techniques, you can improve efficiency, reliability, and flexibility; simplify implementation of high-value technologies; automate routine administrative and security tasks; and deploy services far more rapidly. Four expert authors help you transition from a legacy mindset to one based on solving problems with software. They explore today's emerging network programmability and automation ecosystem; introduce each leading programmable interface; and review the protocols, tools, techniques, and technologies that underlie network programmability. You'll master key concepts through hands-on examples you can run using Linux, Python, Cisco DevNet sandboxes, and other easily accessible tools. This guide is for all network architects, engineers, operations, and software professionals who want to integrate programmability into their networks. It offers valuable background for Cisco DevNet certification—and skills you can use with any platform, whether you have software development experience or not. Master core concepts and explore the network programmability stack Manage network software and run automation scripts in Linux environments Solve real problems with Python and its Napalm and Nornir automation frameworks Make the most of the HTTP protocol, REST architectural framework, and SSH Encode your data with XML, JSON, or YAML Understand and build data models using YANG that offer a foundation for model-based network programming Leverage modern network management protocols, from gRPC and gNMI to NETCONF and RESTCONF Meet stringent service provider KPIs in large-scale, fast-changing networks Program Cisco devices running IOS XE, IOS XR, and NX-OS as well as Meraki, DNA Center, and Webex platforms Program non-Cisco platforms such as Cumulus Linux and Arista EOS Go from “zero to hero” with Ansible network automation Plan your next steps with more advanced tools and technologies

LARGE SCALE COMPLEX NETWORK ANALYSIS

Author : Subhankar Dhar
Publisher : Academic Publishers
ISBN 13 : 9383420723
Total Pages : 100 pages
Book Rating : 4.3/5 (834 download)

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Book Synopsis LARGE SCALE COMPLEX NETWORK ANALYSIS by : Subhankar Dhar

Download or read book LARGE SCALE COMPLEX NETWORK ANALYSIS written by Subhankar Dhar and published by Academic Publishers. This book was released on 2015-12-19 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: Workshop Proceedings, Indian Statistical Institute, Kolkata December 19-20, 2015

Micro-, Meso- and Macro-Connectomics of the Brain

Author : Henry Kennedy
Publisher : Springer
ISBN 13 : 3319277774
Total Pages : 173 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Micro-, Meso- and Macro-Connectomics of the Brain by : Henry Kennedy

Download or read book Micro-, Meso- and Macro-Connectomics of the Brain written by Henry Kennedy and published by Springer. This book was released on 2016-03-10 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has brought together leading investigators who work in the new arena of brain connectomics. This includes ‘macro-connectome’ efforts to comprehensively chart long-distance pathways and functional networks; ‘micro-connectome’ efforts to identify every neuron, axon, dendrite, synapse, and glial process within restricted brain regions; and ‘meso-connectome’ efforts to systematically map both local and long-distance connections using anatomical tracers. This book highlights cutting-edge methods that can accelerate progress in elucidating static ‘hard-wired’ circuits of the brain as well as dynamic interactions that are vital for brain function. The power of connectomic approaches in characterizing abnormal circuits in the many brain disorders that afflict humankind is considered. Experts in computational neuroscience and network theory provide perspectives needed for synthesizing across different scales in space and time. Altogether, this book provides an integrated view of the challenges and opportunities in deciphering brain circuits in health and disease.

OSPF and IS-IS

Author : Jeff Doyle
Publisher : Addison-Wesley Professional
ISBN 13 :
Total Pages : 488 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis OSPF and IS-IS by : Jeff Doyle

Download or read book OSPF and IS-IS written by Jeff Doyle and published by Addison-Wesley Professional. This book was released on 2006 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Offers a comprehensive explanation of the inner workings of OSPF and IS-IS, the two protocols used in very large IP networks.

Large Scale Network-Centric Distributed Systems

Author : Hamid Sarbazi-Azad
Publisher : John Wiley & Sons
ISBN 13 : 1118714822
Total Pages : 586 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Large Scale Network-Centric Distributed Systems by : Hamid Sarbazi-Azad

Download or read book Large Scale Network-Centric Distributed Systems written by Hamid Sarbazi-Azad and published by John Wiley & Sons. This book was released on 2013-10-10 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: A highly accessible reference offering a broad range of topics and insights on large scale network-centric distributed systems Evolving from the fields of high-performance computing and networking, large scale network-centric distributed systems continues to grow as one of the most important topics in computing and communication and many interdisciplinary areas. Dealing with both wired and wireless networks, this book focuses on the design and performance issues of such systems. Large Scale Network-Centric Distributed Systems provides in-depth coverage ranging from ground-level hardware issues (such as buffer organization, router delay, and flow control) to the high-level issues immediately concerning application or system users (including parallel programming, middleware, and OS support for such computing systems). Arranged in five parts, it explains and analyzes complex topics to an unprecedented degree: Part 1: Multicore and Many-Core (Mc) Systems-on-Chip Part 2: Pervasive/Ubiquitous Computing and Peer-to-Peer Systems Part 3: Wireless/Mobile Networks Part 4: Grid and Cloud Computing Part 5: Other Topics Related to Network-Centric Computing and Its Applications Large Scale Network-Centric Distributed Systems is an incredibly useful resource for practitioners, postgraduate students, postdocs, and researchers.

Transformation Literacy

Author : Petra Künkel
Publisher : Springer
ISBN 13 : 9783030932534
Total Pages : 350 pages
Book Rating : 4.9/5 (325 download)

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Book Synopsis Transformation Literacy by : Petra Künkel

Download or read book Transformation Literacy written by Petra Künkel and published by Springer. This book was released on 2022-03-03 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book brings science and practice together and inspires a global movement towards co-creating regenerative civilizations that work for 100% of humanity and the Earth as a whole. With its conceptual foundation of the concept of transformation literacy it enhances the knowledge and capacity of decision-makers, change agents and institutional actors to steward transformations effectively across institutions, societal sectors and nations. Humanity is at crossroads. Resource depletion and exponential emissions that not only cause climate change, but endanger the health of people and planet, call for a decisive turnaround of human civilization. A new and transformative paradigm is emerging that advocates for regenerative civilizations, in which a narrative of systemic health as much as individual and collective vitality guide the interaction of socio-economic-ecological systems. Truly transformative change must go far beyond technical solutions, and instead envision what can be termed ‘a new operating system’ that helps humankind to live well within the planetary boundaries and partner with life’s evolutionary processes. This requires transformations at three different levels: · Mindsets that reconnect with a worldview in which human agency acknowledges its co-evolutionary pathways with each other and the Earth. · Political, social and economic systems that are regenerative and foster the care-taking for Earth life support systems. · Competencies to design and implement effective large-scale transformative change processes at multiple levels with multiple stakeholders. This book provides key ingredients for enhancing transformation literacy from various perspectives around the globe. It connects the emerging practice of stewarding transformative change across business, government institutions and civil society actors with the most promising scientific models and concepts that underpin human action to shape the future collectively in accordance with planetary needs.