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Algorithms for Next Generation Networks

Algorithms for Next Generation Networks
Author: Graham Cormode
Publisher: Springer Science & Business Media
Total Pages: 469
Release: 2010-02-06
Genre: Computers
ISBN: 1848827652

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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.


Algorithms for Next Generation Networks

Algorithms for Next Generation Networks
Author: Graham Cormode
Publisher: Springer
Total Pages: 484
Release: 2010
Genre: Electronic books
ISBN: 9781848827660

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This timely 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 ahead. Particular focus is given to evolving research initiatives.


Fundamentals of Deep Learning

Fundamentals of Deep Learning
Author: Nikhil Buduma
Publisher: "O'Reilly Media, Inc."
Total Pages: 365
Release: 2017-05-25
Genre: Computers
ISBN: 1491925566

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With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field. Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you’re familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started. Examine the foundations of machine learning and neural networks Learn how to train feed-forward neural networks Use TensorFlow to implement your first neural network Manage problems that arise as you begin to make networks deeper Build neural networks that analyze complex images Perform effective dimensionality reduction using autoencoders Dive deep into sequence analysis to examine language Learn the fundamentals of reinforcement learning


Algorithms for Next-Generation Sequencing

Algorithms for Next-Generation Sequencing
Author: Wing-Kin Sung
Publisher: CRC Press
Total Pages: 233
Release: 2017-05-18
Genre: Computers
ISBN: 1498752985

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Advances in sequencing technology have allowed scientists to study the human genome in greater depth and on a larger scale than ever before – as many as hundreds of millions of short reads in the course of a few days. But what are the best ways to deal with this flood of data? Algorithms for Next-Generation Sequencing is an invaluable tool for students and researchers in bioinformatics and computational biology, biologists seeking to process and manage the data generated by next-generation sequencing, and as a textbook or a self-study resource. In addition to offering an in-depth description of the algorithms for processing sequencing data, it also presents useful case studies describing the applications of this technology.


Novel Algorithms and Techniques in Telecommunications and Networking

Novel Algorithms and Techniques in Telecommunications and Networking
Author: Tarek Sobh
Publisher: Springer Science & Business Media
Total Pages: 502
Release: 2010-01-30
Genre: Technology & Engineering
ISBN: 9048136628

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Novel Algorithms and Techniques in Telecommunications and Networking includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Industrial Electronics, Technology and Automation, Telecommunications and Networking. Novel Algorithms and Techniques in Telecommunications and Networking includes selected papers form the conference proceedings of the International Conference on Telecommunications and Networking (TeNe 08) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2008).


Algorithms, Methods, and Applications in Mobile Computing and Communications

Algorithms, Methods, and Applications in Mobile Computing and Communications
Author: Borgy Waluyo, Agustinus
Publisher: IGI Global
Total Pages: 297
Release: 2018-07-20
Genre: Computers
ISBN: 152255694X

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The proliferation of wireless communications has led to mobile computing, a new era in data communication and processing allowing people to access information anywhere and anytime using lightweight computer devices. Aligned with this phenomenon, a vast number of mobile solutions, systems, and applications have been continuously developed. However, despite the opportunities, there exist constraints, challenges, and complexities in realizing the full potential of mobile computing, requiring research and experimentation. Algorithms, Methods, and Applications in Mobile Computing and Communications is a critical scholarly publication that examines the various aspects of mobile computing and communications from engineering, business, and organizational perspectives. The book details current research involving mobility challenges that hinder service applicability, mobile money transfer services and anomaly detection, and mobile fog environments. As a resource rich in information about mobile devices, wireless broadcast databases, and machine communications, it is an ideal source for computer scientists, IT specialists, service providers, information technology professionals, academicians, and researchers interested in the field of mobile computing.


Challenges for Next Generation Network Operations and Service Management

Challenges for Next Generation Network Operations and Service Management
Author: Yan Ma
Publisher: Springer
Total Pages: 588
Release: 2008-10-16
Genre: Computers
ISBN: 3540886230

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th We are delighted to present the proceedings of the 11 Asia-Paci?c Network Operations and Management Symposium (APNOMS 2008) which was held in Beijing, China, during October 22–24, 2008. TheOrganizingCommittee(OC)selectedthethemeofthisyear’ssymposium as “Challenges for Next-Generation Network Operations and Service Mana- ment. ” Research and development on next-generation networks (NGNs) have been carried out over the last few years and we are already seeing their - ployment and operations in many parts of Asia-Paci?c countries. We are also beginning to experience new and interesting services that utilize these NGNs. We are certain that we will see more deployment of NGNs and NGN services in the next few years. Thus, the operations and management of NGNs and their services are very important to the network operators and service providers. At the same time, they are also concerned about new and more e?ective ways of performing the operations and management. This year, the APNOMS call for papers received 195 paper submissions from 19di?erentcountries,includingcountriesoutsidetheAsia-Paci?cregion(Europe, Middle-East, North and South America). Each paper was carefully reviewed by at least three international experts. Based on review scores, the APNOMS 2008 Technical ProgramCommittee discussed the selection of papers, and selected 43 high-quality papers (22. 1% of submissions) as full papers and 34 papers as short papers. Accepted papers were arrangedinto ten technical sessions and two short paper sessions (poster presentation).


Managing Next Generation Networks and Services

Managing Next Generation Networks and Services
Author: Shingo Ata
Publisher: Springer Science & Business Media
Total Pages: 634
Release: 2007-09-20
Genre: Computers
ISBN: 354075475X

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This book constitutes the refereed proceedings of the 9th Asia-Pacific Network Operations and Management Symposium, APNOMS 2007, held in Sapporo, Japan, October 2007. The 48 revised full papers and 30 revised short papers cover management of distributed networks, network configuration and planning, network security management, sensor and ad-hoc networks, network monitoring, routing and traffic engineering, management of wireless networks and security on wireless networks.


Handbook of Research on Heterogeneous Next Generation Networking: Innovations and Platforms

Handbook of Research on Heterogeneous Next Generation Networking: Innovations and Platforms
Author: Kotsopoulos, Stavros
Publisher: IGI Global
Total Pages: 608
Release: 2008-10-31
Genre: Computers
ISBN: 1605661090

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"This book presents state-of-the-art research, developments, and integration activities in combined platforms of heterogeneous wireless networks"--Provided by publisher.