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Author: Zhiping Cai
Publisher: Springer Nature
ISBN: 9811981523
Category : Computers
Languages : en
Pages : 280
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Book Description
This book constitutes the refereed proceedings of the 40th National Conference on Theoretical Computer Science, NCTCS 2022, held in Changchun, China, during July 29–31, 2022. The 13 full papers and 6 short papers included in this book were carefully reviewed and selected from 58 submissions. They were organized in topical sections as follows: computational theory and model; approximation algorithms; artificial intelligence; and system and resource scheduling.
Author: Zhiping Cai
Publisher: Springer Nature
ISBN: 9811981523
Category : Computers
Languages : en
Pages : 280
Get Book Here
Book Description
This book constitutes the refereed proceedings of the 40th National Conference on Theoretical Computer Science, NCTCS 2022, held in Changchun, China, during July 29–31, 2022. The 13 full papers and 6 short papers included in this book were carefully reviewed and selected from 58 submissions. They were organized in topical sections as follows: computational theory and model; approximation algorithms; artificial intelligence; and system and resource scheduling.
Author: Alex X Liu
Publisher: World Scientific
ISBN: 9811224064
Category : Computers
Languages : en
Pages : 127
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Book Description
This unique compendium focuses on the design and implementation of emerging transport protocols and task scheduling mechanisms to mitigate congestion in datacentre networks. Datacenters have become a critical infrastructure for hosting user-facing online services such as web search and social networking.For datacenter transport, this volume highlights the design and implementation details of the state-of-art transport protocols that not only achieves optimal performance in terms of minimizing flow completion times but are also deployment friendly.Moreover, this must-have reference material also discusses the transport protocols for multi-tenant datacentre networks. For datacenter task scheduling, the book introduces an innovative task placement framework that considers network scheduling while making task placement decisions.
Author: José Ángel Bañares
Publisher: Springer
ISBN: 3319619209
Category : Computers
Languages : en
Pages : 329
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Book Description
This book constitutes the refereed proceedings of the 13th International Conference on Economics of Grids, Clouds, Systems, and Services, GECON 2016, held in Athens. Greece, in September 2016. The 11 revised full papers and 11 short papers presented were carefully reviewed and selected from 38 submissions. This volume has been structured following the seven sessions that comprised the conference program (three of which are work-in-progress sessions): Session 1: Business Models Session 2: Work in Progress on Quality of Services and Service Level Agreements Session 3: Work in Progress on Cloud Economics Session 4: Energy Consumption Session 5: Resource Allocation Session 6: Work in Progress on Resource Allocation Session 7: Cloud Applications
Author: Qinglei Zhou
Publisher: Springer
ISBN: 9811322031
Category : Computers
Languages : en
Pages : 781
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Book Description
This two volume set (CCIS 901 and 902) constitutes the refereed proceedings of the 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018 (originally ICYCSEE) held in Zhengzhou, China, in September 2018. The 125 revised full papers presented in these two volumes were carefully reviewed and selected from 1057 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including mathematical issues in data science, computational theory for data science, big data management and applications, data quality and data preparation, evaluation and measurement in data science, data visualization, big data mining and knowledge management, infrastructure for data science, machine learning for data science, data security and privacy, applications of data science, case study of data science, multimedia data management and analysis, data-driven scientific research, data-driven bioinformatics, data-driven healthcare, data-driven management, data-driven eGovernment, data-driven smart city/planet, data marketing and economics, social media and recommendation systems, data-driven security, data-driven business model innovation, social and/or organizational impacts of data science.
Author: Zhu Han
Publisher: Cambridge University Press
ISBN: 1108155944
Category : Technology & Engineering
Languages : en
Pages : 375
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Book Description
This unique text helps make sense of big data in engineering applications using tools and techniques from signal processing. It presents fundamental signal processing theories and software implementations, reviews current research trends and challenges, and describes the techniques used for analysis, design and optimization. Readers will learn about key theoretical issues such as data modelling and representation, scalable and low-complexity information processing and optimization, tensor and sublinear algorithms, and deep learning and software architecture, and their application to a wide range of engineering scenarios. Applications discussed in detail include wireless networking, smart grid systems, and sensor networks and cloud computing. This is the ideal text for researchers and practising engineers wanting to solve practical problems involving large amounts of data, and for students looking to grasp the fundamentals of big data analytics.
Author: Eleanna Kafeza
Publisher: Springer Nature
ISBN: 3030653102
Category : Computers
Languages : en
Pages : 611
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Book Description
This book constitutes the proceedings of the 18th International Conference on Service-Oriented Computing, ICSOC 2020, which was planned to take place in Dubai, UAE, during December 14-17, 2020. Due to the COVID-19 pandemic the conference was held online. The 23 full, 16 short, and 3 industry papers included in this volume were carefully reviewed and selected from 137 submissions. They were organized in topical sections named: microservices; Internet of Things; services at the edge; machine learning for service oriented computing; smart data and smart services; service oriented technology trends; industry papers.
Author: Raffaele Montella
Publisher: Springer Nature
ISBN: 3030349144
Category : Computers
Languages : en
Pages : 526
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Book Description
This book constitutes the proceedings of the 12th International Conference on Internet and Distributed Systems held in Naples, Italy, in October 2019. The 47 revised full papers presented were carefully reviewed and selected from 145 submissions. This conference desires to look for inspiration in diverse areas (e.g. infrastructure & system design, software development, big data, control theory, artificial intelligence, IoT, self-adaptation, emerging models, paradigms, applications and technologies related to Internet-based distributed systems) to develop new ways to design and manage such complex and adaptive computation resources.
Author: Bhabani Shankar Prasad Mishra
Publisher: Springer
ISBN: 3319736760
Category : Technology & Engineering
Languages : en
Pages : 468
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Book Description
This book discusses harnessing the real power of cloud computing in optimization problems, presenting state-of-the-art computing paradigms, advances in applications, and challenges concerning both the theories and applications of cloud computing in optimization with a focus on diverse fields like the Internet of Things, fog-assisted cloud computing, and big data. In real life, many problems – ranging from social science to engineering sciences – can be identified as complex optimization problems. Very often these are intractable, and as a result researchers from industry as well as the academic community are concentrating their efforts on developing methods of addressing them. Further, the cloud computing paradigm plays a vital role in many areas of interest, like resource allocation, scheduling, energy management, virtualization, and security, and these areas are intertwined with many optimization problems. Using illustrations and figures, this book offers students and researchers a clear overview of the concepts and practices of cloud computing and its use in numerous complex optimization problems.
Author: Rajkumar Buyya
Publisher: Morgan Kaufmann
ISBN: 0128093463
Category : Computers
Languages : en
Pages : 496
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Book Description
Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data's full potential, the book addresses numerous challenges, offering the conceptual and technological solutions for tackling them. These challenges include life-cycle data management, large-scale storage, flexible processing infrastructure, data modeling, scalable machine learning, data analysis algorithms, sampling techniques, and privacy and ethical issues. - Covers computational platforms supporting Big Data applications - Addresses key principles underlying Big Data computing - Examines key developments supporting next generation Big Data platforms - Explores the challenges in Big Data computing and ways to overcome them - Contains expert contributors from both academia and industry
Author: Ricardo Chaves
Publisher: Springer Nature
ISBN: 303106156X
Category : Computers
Languages : en
Pages : 568
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Book Description
This book constitutes revised selected papers from the workshops held at the 27th International Conference on Parallel and Distributed Computing, Euro-Par 2021, which took place in Portugal, in August 2021. The workshops were held virtually due to the coronavirus pandemic. The 39 full papers presented in this volume were carefully reviewed and selected from numerous submissions. The papers cover all aspects of parallel and distributed processing. These range from theory to practice, from small to the largest parallel and distributed systems and infrastructures, from fundamental computational problems to full-edged applications, from architecture, compiler, language and interface design and implementation to tools, support infrastructures, and application performance aspects.
