Proceedings of the International Conference on Big Data, IoT, and Machine Learning

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Publisher : Springer Nature
ISBN 13 : 9811666369
Total Pages : 784 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of the International Conference on Big Data, IoT, and Machine Learning by : Mohammad Shamsul Arefin

Download or read book Proceedings of the International Conference on Big Data, IoT, and Machine Learning written by Mohammad Shamsul Arefin and published by Springer Nature. This book was released on 2021-12-03 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers a collection of high-quality peer-reviewed research papers presented at the International Conference on Big Data, IoT and Machine Learning (BIM 2021), held in Cox’s Bazar, Bangladesh, during 23–25 September 2021. The book covers research papers in the field of big data, IoT and machine learning. The book will be helpful for active researchers and practitioners in the field.

Handbook of Research on High Performance and Cloud Computing in Scientific Research and Education

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Publisher : IGI Global
ISBN 13 : 1466657855
Total Pages : 476 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on High Performance and Cloud Computing in Scientific Research and Education by : Despotovi?-Zraki?, Marijana

Download or read book Handbook of Research on High Performance and Cloud Computing in Scientific Research and Education written by Despotovi?-Zraki?, Marijana and published by IGI Global. This book was released on 2014-03-31 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: As information systems used for research and educational purposes have become more complex, there has been an increase in the need for new computing architecture. High performance and cloud computing provide reliable and cost-effective information technology infrastructure that enhances research and educational processes. Handbook of Research on High Performance and Cloud Computing in Scientific Research and Education presents the applications of cloud computing in various settings, such as scientific research, education, e-learning, ubiquitous learning, and social computing. Providing various examples, practical solutions, and applications of high performance and cloud computing; this book is a useful reference for professionals and researchers discovering the applications of information and communication technologies in science and education, as well as scholars seeking insight on how modern technologies support scientific research.

High Performance Computing

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Publisher : Springer
ISBN 13 : 331941321X
Total Pages : 506 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis High Performance Computing by : Julian M. Kunkel

Download or read book High Performance Computing written by Julian M. Kunkel and published by Springer. This book was released on 2016-06-14 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 31st International Conference, ISC High Performance 2016 [formerly known as the International Supercomputing Conference] held in Frankfurt, Germany, in June 2016. The 25 revised full papers presented in this book were carefully reviewed and selected from 60 submissions. The papers cover the following topics: Autotuning and Thread Mapping; Data Locality and Decomposition; Scalable Applications; Machine Learning; Datacenters andCloud; Communication Runtime; Intel Xeon Phi; Manycore Architectures; Extreme-scale Computations; and Resilience.

Contemporary High Performance Computing

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Publisher : CRC Press
ISBN 13 : 135103684X
Total Pages : 398 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Contemporary High Performance Computing by : Jeffrey S. Vetter

Download or read book Contemporary High Performance Computing written by Jeffrey S. Vetter and published by CRC Press. This book was released on 2019-04-30 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary High Performance Computing: From Petascale toward Exascale, Volume 3 focuses on the ecosystems surrounding the world’s leading centers for high performance computing (HPC). It covers many of the important factors involved in each ecosystem: computer architectures, software, applications, facilities, and sponsors. This third volume will be a continuation of the two previous volumes, and will include other HPC ecosystems using the same chapter outline: description of a flagship system, major application workloads, facilities, and sponsors. Features: Describes many prominent, international systems in HPC from 2015 through 2017 including each system’s hardware and software architecture Covers facilities for each system including power and cooling Presents application workloads for each site Discusses historic and projected trends in technology and applications Includes contributions from leading experts Designed for researchers and students in high performance computing, computational science, and related areas, this book provides a valuable guide to the state-of-the art research, trends, and resources in the world of HPC.

Supercomputing

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Publisher : Springer
ISBN 13 : 3319075187
Total Pages : 521 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Supercomputing by : Julian Martin Kunkel

Download or read book Supercomputing written by Julian Martin Kunkel and published by Springer. This book was released on 2014-06-03 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 29th International Supercomputing Conference, ISC 2014, held in Leipzig, Germany, in June 2014. The 34 revised full papers presented together were carefully reviewed and selected from 79 submissions. The papers cover the following topics: scalable applications with 50K+ cores; advances in algorithms; scientific libraries; programming models; architectures; performance models and analysis; automatic performance optimization; parallel I/O and energy efficiency.

New Frontiers in Information and Software as Services

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Publisher : Springer Science & Business Media
ISBN 13 : 3642192939
Total Pages : 310 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis New Frontiers in Information and Software as Services by : Divyakant Agrawal

Download or read book New Frontiers in Information and Software as Services written by Divyakant Agrawal and published by Springer Science & Business Media. This book was released on 2011-02-10 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing costs of creating and maintaining infrastructures for delivering services to consumers have led to the emergence of cloud based third party service providers renting networks, computation power, storage, and even entire software application suites. On the other hand, service customers demand competitive pricing, service level agreements, and increased flexibility and scalability. Service consumers also expect process and data security, 24/7 service availability, and compliance with privacy regulations. This book focuses on such challenges associated with the design, implementation, deployment, and management of data and software as a service. The 12 papers presented in this volume were contributed by leaders in academia and industry, and were reviewed and supervised by an expert editorial board. They describe cutting-edge approaches in areas like service design, service security, service optimization, and service migration.

Cloud Computing for Enterprise Architectures

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Publisher : Springer Science & Business Media
ISBN 13 : 1447122364
Total Pages : 332 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Cloud Computing for Enterprise Architectures by : Zaigham Mahmood

Download or read book Cloud Computing for Enterprise Architectures written by Zaigham Mahmood and published by Springer Science & Business Media. This book was released on 2011-12-01 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important text provides a single point of reference for state-of-the-art cloud computing design and implementation techniques. The book examines cloud computing from the perspective of enterprise architecture, asking the question; how do we realize new business potential with our existing enterprises? Topics and features: with a Foreword by Thomas Erl; contains contributions from an international selection of preeminent experts; presents the state-of-the-art in enterprise architecture approaches with respect to cloud computing models, frameworks, technologies, and applications; discusses potential research directions, and technologies to facilitate the realization of emerging business models through enterprise architecture approaches; provides relevant theoretical frameworks, and the latest empirical research findings.

High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation

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Author :
Publisher : Springer
ISBN 13 : 3319102141
Total Pages : 303 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation by : Stephen A. Jarvis

Download or read book High Performance Computing Systems. Performance Modeling, Benchmarking and Simulation written by Stephen A. Jarvis and published by Springer. This book was released on 2014-09-30 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Workshop, PMBS 2013 in Denver, CO, USA in November 2013. The 14 papers presented in this volume were carefully reviewed and selected from 37 submissions. The selected articles broadly cover topics on massively parallel and high-performance simulations, modeling and simulation, model development and analysis, performance optimization, power estimation and optimization, high performance computing, reliability, performance analysis, and network simulations.

Nature-Inspired Design of Hybrid Intelligent Systems

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Publisher : Springer
ISBN 13 : 331947054X
Total Pages : 817 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Nature-Inspired Design of Hybrid Intelligent Systems by : Patricia Melin

Download or read book Nature-Inspired Design of Hybrid Intelligent Systems written by Patricia Melin and published by Springer. This book was released on 2016-12-08 with total page 817 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent advances in the design of hybrid intelligent systems based on nature-inspired optimization and their application in areas such as intelligent control and robotics, pattern recognition, time series prediction, and optimization of complex problems. The book is divided into seven main parts, the first of which addresses theoretical aspects of and new concepts and algorithms based on type-2 and intuitionistic fuzzy logic systems. The second part focuses on neural network theory, and explores the applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The book’s third part presents enhancements to meta-heuristics based on fuzzy logic techniques and describes new nature-inspired optimization algorithms that employ fuzzy dynamic adaptation of parameters, while the fourth part presents diverse applications of nature-inspired optimization algorithms. In turn, the fifth part investigates applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. The sixth part examines new optimization algorithms and their applications. Lastly, the seventh part is dedicated to the design and application of different hybrid intelligent systems.

Euro-Par 2013: Parallel Processing Workshops

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Publisher : Springer
ISBN 13 : 3642544207
Total Pages : 928 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Euro-Par 2013: Parallel Processing Workshops by : Dieter an Mey

Download or read book Euro-Par 2013: Parallel Processing Workshops written by Dieter an Mey and published by Springer. This book was released on 2014-04-10 with total page 928 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly refereed post-conference proceedings of the workshops of the 19th International Conference on Parallel Computing, Euro-Par 2013, held in Aachen, Germany in August 2013. The 99 papers presented were carefully reviewed and selected from 145 submissions. The papers include seven workshops that have been co-located with Euro-Par in the previous years: - Big Data Cloud (Second Workshop on Big Data Management in Clouds) - Hetero Par (11th Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms) - HiBB (Fourth Workshop on High Performance Bioinformatics and Biomedicine) - OMHI (Second Workshop on On-chip Memory Hierarchies and Interconnects) - PROPER (Sixth Workshop on Productivity and Performance) - Resilience (Sixth Workshop on Resiliency in High Performance Computing with Clusters, Clouds, and Grids) - UCHPC (Sixth Workshop on Un Conventional High Performance Computing) as well as six newcomers: - DIHC (First Workshop on Dependability and Interoperability in Heterogeneous Clouds) - Fed ICI (First Workshop on Federative and Interoperable Cloud Infrastructures) - LSDVE (First Workshop on Large Scale Distributed Virtual Environments on Clouds and P2P) - MHPC (Workshop on Middleware for HPC and Big Data Systems) -PADABS ( First Workshop on Parallel and Distributed Agent Based Simulations) - ROME (First Workshop on Runtime and Operating Systems for the Many core Era) All these workshops focus on promotion and advancement of all aspects of parallel and distributed computing.

High Performance Architecture and Grid Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 3642225764
Total Pages : 675 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis High Performance Architecture and Grid Computing by : Archana Mantri

Download or read book High Performance Architecture and Grid Computing written by Archana Mantri and published by Springer Science & Business Media. This book was released on 2011-07-05 with total page 675 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereeds proceedings of the International Conference on High Performance Architecture and Grid Computing, HPAGC 2011, held in Chandigarh, India, in July 2011. The 87 revised full papers presented were carefully reviewed and selected from 240 submissions. The papers are organized in topical sections on grid and cloud computing; high performance architecture; information management and network security.

Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications

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Publisher : IGI Global
ISBN 13 : 1466608803
Total Pages : 2005 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications by : Management Association, Information Resources

Download or read book Grid and Cloud Computing: Concepts, Methodologies, Tools and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2012-04-30 with total page 2005 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This reference presents a vital compendium of research detailing the latest case studies, architectures, frameworks, methodologies, and research on Grid and Cloud Computing"--

Numerical Computations with GPUs

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Publisher : Springer
ISBN 13 : 3319065483
Total Pages : 404 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Numerical Computations with GPUs by : Volodymyr Kindratenko

Download or read book Numerical Computations with GPUs written by Volodymyr Kindratenko and published by Springer. This book was released on 2014-07-03 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together research on numerical methods adapted for Graphics Processing Units (GPUs). It explains recent efforts to adapt classic numerical methods, including solution of linear equations and FFT, for massively parallel GPU architectures. This volume consolidates recent research and adaptations, covering widely used methods that are at the core of many scientific and engineering computations. Each chapter is written by authors working on a specific group of methods; these leading experts provide mathematical background, parallel algorithms and implementation details leading to reusable, adaptable and scalable code fragments. This book also serves as a GPU implementation manual for many numerical algorithms, sharing tips on GPUs that can increase application efficiency. The valuable insights into parallelization strategies for GPUs are supplemented by ready-to-use code fragments. Numerical Computations with GPUs targets professionals and researchers working in high performance computing and GPU programming. Advanced-level students focused on computer science and mathematics will also find this book useful as secondary text book or reference.

Neural Information Processing

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Publisher : Springer
ISBN 13 : 3319265555
Total Pages : 725 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Neural Information Processing by : Sabri Arik

Download or read book Neural Information Processing written by Sabri Arik and published by Springer. This book was released on 2015-12-08 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four volume set LNCS 9489, LNCS 9490, LNCS 9491, and LNCS 9492 constitutes the proceedings of the 22nd International Conference on Neural Information Processing, ICONIP 2015, held in Istanbul, Turkey, in November 2015. The 231 full papers presented were carefully reviewed and selected from 375 submissions. The 4 volumes represent topical sections containing articles on Learning Algorithms and Classification Systems; Artificial Intelligence and Neural Networks: Theory, Design, and Applications; Image and Signal Processing; and Intelligent Social Networks.

Software Architecture for Big Data and the Cloud

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Publisher : Morgan Kaufmann
ISBN 13 : 0128093382
Total Pages : 472 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Software Architecture for Big Data and the Cloud by : Ivan Mistrik

Download or read book Software Architecture for Big Data and the Cloud written by Ivan Mistrik and published by Morgan Kaufmann. This book was released on 2017-06-12 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software Architecture for Big Data and the Cloud is designed to be a single resource that brings together research on how software architectures can solve the challenges imposed by building big data software systems. The challenges of big data on the software architecture can relate to scale, security, integrity, performance, concurrency, parallelism, and dependability, amongst others. Big data handling requires rethinking architectural solutions to meet functional and non-functional requirements related to volume, variety and velocity. The book's editors have varied and complementary backgrounds in requirements and architecture, specifically in software architectures for cloud and big data, as well as expertise in software engineering for cloud and big data. This book brings together work across different disciplines in software engineering, including work expanded from conference tracks and workshops led by the editors. - Discusses systematic and disciplined approaches to building software architectures for cloud and big data with state-of-the-art methods and techniques - Presents case studies involving enterprise, business, and government service deployment of big data applications - Shares guidance on theory, frameworks, methodologies, and architecture for cloud and big data

Optimized Cloud Resource Management and Scheduling

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Publisher : Morgan Kaufmann
ISBN 13 : 0128016450
Total Pages : 285 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Optimized Cloud Resource Management and Scheduling by : Wenhong Dr. Tian

Download or read book Optimized Cloud Resource Management and Scheduling written by Wenhong Dr. Tian and published by Morgan Kaufmann. This book was released on 2014-10-15 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimized Cloud Resource Management and Scheduling identifies research directions and technologies that will facilitate efficient management and scheduling of computing resources in cloud data centers supporting scientific, industrial, business, and consumer applications. It serves as a valuable reference for systems architects, practitioners, developers, researchers and graduate level students. Explains how to optimally model and schedule computing resources in cloud computing Provides in depth quality analysis of different load-balance and energy-efficient scheduling algorithms for cloud data centers and Hadoop clusters Introduces real-world applications, including business, scientific and related case studies Discusses different cloud platforms with real test-bed and simulation tools

Programming Multicore and Many-core Computing Systems

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Publisher : John Wiley & Sons
ISBN 13 : 1119332001
Total Pages : 525 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Programming Multicore and Many-core Computing Systems by : Sabri Pllana

Download or read book Programming Multicore and Many-core Computing Systems written by Sabri Pllana and published by John Wiley & Sons. This book was released on 2017-01-23 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming multi-core and many-core computing systems Sabri Pllana, Linnaeus University, Sweden Fatos Xhafa, Technical University of Catalonia, Spain Provides state-of-the-art methods for programming multi-core and many-core systems The book comprises a selection of twenty two chapters covering: fundamental techniques and algorithms; programming approaches; methodologies and frameworks; scheduling and management; testing and evaluation methodologies; and case studies for programming multi-core and many-core systems. Program development for multi-core processors, especially for heterogeneous multi-core processors, is significantly more complex than for single-core processors. However, programmers have been traditionally trained for the development of sequential programs, and only a small percentage of them have experience with parallel programming. In the past, only a relatively small group of programmers interested in High Performance Computing (HPC) was concerned with the parallel programming issues, but the situation has changed dramatically with the appearance of multi-core processors on commonly used computing systems. It is expected that with the pervasiveness of multi-core processors, parallel programming will become mainstream. The pervasiveness of multi-core processors affects a large spectrum of systems, from embedded and general-purpose, to high-end computing systems. This book assists programmers in mastering the efficient programming of multi-core systems, which is of paramount importance for the software-intensive industry towards a more effective product-development cycle. Key features: Lessons, challenges, and roadmaps ahead. Contains real world examples and case studies. Helps programmers in mastering the efficient programming of multi-core and many-core systems. The book serves as a reference for a larger audience of practitioners, young researchers and graduate level students. A basic level of programming knowledge is required to use this book.