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Dynamic Resource Management In Service Oriented Core Networks
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Book Synopsis Dynamic Resource Management in Service-Oriented Core Networks by : Weihua Zhuang
Download or read book Dynamic Resource Management in Service-Oriented Core Networks written by Weihua Zhuang and published by Springer Nature. This book was released on 2021-11-03 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a timely and comprehensive study of dynamic resource management for network slicing in service-oriented fifth-generation (5G) and beyond core networks. This includes the perspective of developing efficient computation resource provisioning and scheduling solutions to guarantee consistent service performance in terms of end-to-end (E2E) data delivery delay. Network slicing is enabled by the software defined networking (SDN) and network function virtualization (NFV) paradigms. For a network slice with a target traffic load, the E2E service delivery is enabled by virtual network function (VNF) placement and traffic routing with static resource allocations. When data traffic enters the network, the traffic load is dynamic and can deviate from the target value, potentially leading to QoS performance degradation and network congestion. Data traffic has dynamics in different time granularities. For example, the traffic statistics (e.g., mean and variance) can be non-stationary and experience significant changes in a coarse time granularity, which are usually predictable. Within a long time duration with stationary traffic statistics, there are traffic dynamics in small timescales, which are usually highly bursty and unpredictable. To provide continuous QoS performance guarantee and ensure efficient and fair operation of the network slices over time, it is essential to develop dynamic resource management schemes for the embedded services in the presence of traffic dynamics during virtual network operation. Queueing theory is used in system modeling, and different techniques including optimization and machine learning are applied to solving the dynamic resource management problems. Based on a simplified M/M/1 queueing model with Poisson traffic arrivals, an optimization model for flow migration is presented to accommodate the large-timescale changes in the average traffic rates with average E2E delay guarantee, while addressing a trade-off between load balancing and flow migration overhead. To overcome the limitations of Poisson traffic model, the authors present a machine learning approach for dynamic VNF resource scaling and migration. The new solution captures the inherent traffic patterns in a real-world traffic trace with non-stationary traffic statistics in large timescale, predicts resource demands for VNF resource scaling, and triggers adaptive VNF migration decision making, to achieve load balancing, migration cost reduction, and resource overloading penalty suppression in the long run. Both supervised and unsupervised machine learning tools are investigated for dynamic resource management. To accommodate the traffic dynamics in small time granularities, the authors present a dynamic VNF scheduling scheme to coordinate the scheduling among VNFs of multiple services, which achieves network utility maximization with delay guarantee for each service. Researchers and graduate students working in the areas of electrical engineering, computing engineering and computer science will find this book useful as a reference or secondary text. Professionals in industry seeking solutions to dynamic resource management for 5G and beyond networks will also want to purchase this book.
Book Synopsis Dynamic Resource Management in Service-Oriented Core Networks by : Weihua Zhuang
Download or read book Dynamic Resource Management in Service-Oriented Core Networks written by Weihua Zhuang and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a timely and comprehensive study of dynamic resource management for network slicing in service-oriented fifth-generation (5G) and beyond core networks. This includes the perspective of developing efficient computation resource provisioning and scheduling solutions to guarantee consistent service performance in terms of end-to-end (E2E) data delivery delay. Based on a simplified M/M/1 queueing model with Poisson traffic arrivals, an optimization model for flow migration is presented to accommodate the large-timescale changes in the average traffic rates with average E2E delay guarantee, while addressing a trade-off between load balancing and flow migration overhead. To overcome the limitations of Poisson traffic model, the authors present a machine learning approach for dynamic VNF resource scaling and migration. The new solution captures the inherent traffic patterns in a real-world traffic trace with non-stationary traffic statistics in large timescale, predicts resource demands for VNF resource scaling, and triggers adaptive VNF migration decision making, to achieve load balancing, migration cost reduction, and resource overloading penalty suppression in the long run. Both supervised and unsupervised machine learning tools are investigated for dynamic resource management. To accommodate the traffic dynamics in small time granularities, the authors present a dynamic VNF scheduling scheme to coordinate the scheduling among VNFs of multiple services, which achieves network utility maximization with delay guarantee for each service. Researchers and graduate students working in the areas of electrical engineering, computing engineering and computer science will find this book useful as a reference or secondary text. Professionals in industry seeking solutions to dynamic resource management for 5G and beyond networks will also want to purchase this book.
Book Synopsis Network-Centric Service Oriented Enterprise by : William Y. Chang
Download or read book Network-Centric Service Oriented Enterprise written by William Y. Chang and published by Springer Science & Business Media. This book was released on 2007-10-16 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first comprehensive book about the emerging technology of Network-Centric Service-Oriented Enterprise (NCSOE). It establishes a system-of-systems (SoS) view of information technologies. The book discusses the practical capability of a competitive ecosystem in terms of how to achieve decision superiority from exploiting information and situation awareness as a key enabler in multiple sectors of the economy.
Book Synopsis Intelligent Resource Management in Vehicular Networks by : Haixia Peng
Download or read book Intelligent Resource Management in Vehicular Networks written by Haixia Peng and published by Springer Nature. This book was released on 2022-03-29 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive investigation on new technologies for future vehicular networks. The authors propose different schemes to efficiently manage the multi-dimensional resources for supporting diversified applications. The authors answer the questions of why connected and automated vehicle technology should be considered; how the multi-access edge computing (MEC) and unmanned aerial vehicle (UAV) technologies can be helpful to vehicular networks; how to efficiently manage the multi-dimensional resources to support different vehicular applications with guaranteed quality-of-service (QoS) requirements; and how to adopt optimization and AI technologies to achieve resource management in vehicular networks. The book is pertinent to researchers, professionals, academics and students in vehicular technologies.
Book Synopsis Intelligent Resource Management for Network Slicing in 5G and Beyond by : Qiang Ye
Download or read book Intelligent Resource Management for Network Slicing in 5G and Beyond written by Qiang Ye and published by Springer Nature. This book was released on 2022-01-01 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a timely and comprehensive study of developing efficient network slicing frameworks in both 5G wireless and core networks. It also presents protocol stack layer perspectives, which includes virtual network topology design, end-to-end delay modeling, dynamic resource slicing, and link-layer and transport-layer protocol customization. This book provides basic principles, concepts and technologies for communication, computing and networking. Optimization and queueing analysis techniques are applied to solving different problems for network slicing illustrated in this book as well. Researchers working in the area of network slicing in 5G networks and beyond, and advanced-level students majoring in electrical engineering, computer engineering and computer science will find this book useful as a reference or secondary textbook. Professionals in industry seeking solutions to resource management for 5G networks and beyond will also want to purchase this book.
Book Synopsis Summer of Simulation by : John Sokolowski
Download or read book Summer of Simulation written by John Sokolowski and published by Springer. This book was released on 2019-05-07 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is based on the “Summer Simulation Multi-Conference” (SCSC), which has been a prominent platform for the dissemination of scholarly research in the M&S community for the last 50 years. In keeping with the conference’s seasonal title, the authors have called this half-century “the summer of simulation,” and it has led not only to simulation-based disciplines but also simulation as a discipline. This book discusses contributions from the SCSC in four sections. The first section is an introduction to the work. The second section is devoted to contributions from simulation research fellows who were associated with the SCSC, while the third section features the SCSC’s most influential contributions. Lastly, the fourth section includes contributions from the best papers in the last five years. Features: • A comprehensive volume dedicated to one of the simulation domain’s major conferences: the SCSC • Offers a scientometric analysis of the SCSC • Revisits high-impact topics from 50 years of the SCSC • Includes chapters by simulation research fellows associated with the SCSC • Presents updated best-paper contributions from the recent conference This work will be of value to anyone interested in the evolution of modeling and simulation over the last fifty years. Readers will gain a perspective on what drove this evolution, and develop an understanding of the key contributions that allowed this technology to grow into its own academic discipline and profession.
Book Synopsis On-Chip Dynamic Resource Management by : Antonio Miele
Download or read book On-Chip Dynamic Resource Management written by Antonio Miele and published by . This book was released on 2019-08-31 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resource management has a long history in computing, from the early days of time-shared machines with pioneering fundamental work on run-time systems, distributed systems, real-time operating systems and middleware. The longevity and fundamental importance of the topic has resulted in an incredibly large body of work for on-chip resource management in the past two decades. The possible combinations of sub-topics and variations in the assumptions, use of different terminology, metrics, goals, and use-cases, leaves anyone attempting to review the literature overwhelmed. On-Chip Dynamic Resource Management is the first comprehensive and coherent review of all aspects of on-chip run-time resource management designed to facilitate understanding of recent trends in dynamic and adaptive strategies. The authors provide the reader with a framework within which they can navigate both existing, as well as evolving research efforts in on-chip dynamic resource management. Written by leading experts in the field, researchers and students are provided a structured review and discussion of the state of the art that is divided along the primary objectives of resource management techniques: performance, power, reliability and quality of service.
Book Synopsis 7th EAI International Conference on Robotic Sensor Networks by : Ömer Melih Gül
Download or read book 7th EAI International Conference on Robotic Sensor Networks written by Ömer Melih Gül and published by Springer Nature. This book was released on with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Future Network Architectures And Core Technologies by : Ju-long Lan
Download or read book Future Network Architectures And Core Technologies written by Ju-long Lan and published by World Scientific. This book was released on 2022-04-08 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the background, basic concepts and evolution of computer network development; by comparing and contrasting with the typical network architectures in the market. The book focuses on the architecture and underpinning technologies towards the future in network designs. It also provides a reconfigurable evolutionary network function innovation platform for researches to run experiments on the networks they designed. The contents of this book are novel, informative, and practical — a reflection of the state-of-art development in network architecture.This book is written for engineers and researchers specializing in communications or computer networks. It could also be adopted as a textbook for graduate students majoring in communications, computing, and computer network related disciplines in colleges and universities.
Book Synopsis Service-Oriented Computing by : Alistair Barros
Download or read book Service-Oriented Computing written by Alistair Barros and published by Springer. This book was released on 2015-11-25 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 13th International Conference on Service-Oriented Computing, ICSOC 2015, held in Goa, India, in November 2015. The 23 full, 9 short, and 5 demo track papers presented in this volume were carefully reviewed and selected from 132 submissions. The research track papers are organized in topical sections named: internet of services/things; data services and cloud platform management; cloud services management; service composition; business process management; cloud services; QoS and trust; service composition.
Book Synopsis Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012) by : Runliang Dou
Download or read book Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012) written by Runliang Dou and published by Springer Science & Business Media. This book was released on 2013-01-31 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of the 2012 3rd International Asia Conference on industrial engineering and management innovation (IEMI2012) is to bring together researchers, engineers and practitioners interested in the application of informatics to industrial engineering and management innovation.
Book Synopsis Service management and scheduling in cloud manufacturing by : Yongkui Liu
Download or read book Service management and scheduling in cloud manufacturing written by Yongkui Liu and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-08-01 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book establishes the concept of cloud manufacturing and describes the technological system behind it. The authors discuss key technologies such as resources sensation and access, service-oriented architecture, cloud service management and evaluation, and interface visualization. With abundant case studies, the book is an essential reference for researchers and engineers in manufacturing and information management.
Book Synopsis Models for Capitalizing on Web Engineering Advancements: Trends and Discoveries by : Alkhatib, Ghazi
Download or read book Models for Capitalizing on Web Engineering Advancements: Trends and Discoveries written by Alkhatib, Ghazi and published by IGI Global. This book was released on 2012-01-31 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book contains research on new developments and existing applications made possible by the principles of Web engineering, focusing on a broad range of applications - from telemedicine to geographic information retrieval"--Provided by publisher.
Book Synopsis Cross-Layer Design in Optical Networks by : Suresh Subramaniam
Download or read book Cross-Layer Design in Optical Networks written by Suresh Subramaniam and published by Springer Science & Business Media. This book was released on 2013-03-23 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work addresses the topic of optical networks cross-layer design with a focus on physical-layer-impairment-aware design. Contributors captures both the physical-layer-aware network design as well as the latest advances in service-layer-aware network design. Treatment of topics such as, optical transmissions which are prone to signal impairments, dense packing of wavelengths, dispersion, crosstalk, etc., as well as how to design the network to mitigate such impairments, are all covered.
Book Synopsis Dynamic Data Driven Applications Systems by : Erik Blasch
Download or read book Dynamic Data Driven Applications Systems written by Erik Blasch and published by Springer Nature. This book was released on with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Next Generation Teletraffic and Wired/Wireless Advanced Networking by : Yevgeni Koucheryavy
Download or read book Next Generation Teletraffic and Wired/Wireless Advanced Networking written by Yevgeni Koucheryavy and published by Springer. This book was released on 2006-09-21 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking, NEW2AN 2006, held in St. Petersburg, Russia in May/June 2006. The book includes 49 revised full papers presented together with 2 keynote talks. The papers are organized in topical sections on teletraffic, traffic characterization and modeling, 3G/UMTS, sensor networks, WLAN, QoS, MANETs, lower layer techniques, PAN technologies, and TCP.
Book Synopsis Next Generation Teletraffic and Wired/Wireless Advanced Networking by : Jarmo Harju
Download or read book Next Generation Teletraffic and Wired/Wireless Advanced Networking written by Jarmo Harju and published by Springer Science & Business Media. This book was released on 2006-05-15 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking, NEW2AN 2006, held in St. Petersburg, Russia in May/June 2006. The 49 revised full papers presented together with 2 keynote talks were carefully reviewed and selected from a total of 137 submissions. The papers are organized in topical sections on teletraffic, traffic characterization and modeling, 3G/UMTS, sensor networks, WLAN, QoS, MANETs, lower layer techniques, PAN technologies, and TCP.
