Advances In Gpu Research And Practice

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Advances in GPU Research and Practice

Hamid Sarbazi Azad
Advances in GPU Research and Practice Book PDF

Author : Hamid Sarbazi Azad
Publisher : Morgan Kaufmann
Page : 774 pages
File Size : 55,6 Mb
Release : 2016-09-15
Category : Computers
ISBN : 9780128037881

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Advances in GPU Research and Practice by Hamid Sarbazi Azad Pdf

Advances in GPU Research and Practice focuses on research and practices in GPU based systems. The topics treated cover a range of issues, ranging from hardware and architectural issues, to high level issues, such as application systems, parallel programming, middleware, and power and energy issues. Divided into six parts, this edited volume provides the latest research on GPU computing. Part I: Architectural Solutions focuses on the architectural topics that improve on performance of GPUs, Part II: System Software discusses OS, compilers, libraries, programming environment, languages, and paradigms that are proposed and analyzed to help and support GPU programmers. Part III: Power and Reliability Issues covers different aspects of energy, power, and reliability concerns in GPUs. Part IV: Performance Analysis illustrates mathematical and analytical techniques to predict different performance metrics in GPUs. Part V: Algorithms presents how to design efficient algorithms and analyze their complexity for GPUs. Part VI: Applications and Related Topics provides use cases and examples of how GPUs are used across many sectors. Discusses how to maximize power and obtain peak reliability when designing, building, and using GPUs Covers system software (OS, compilers), programming environments, languages, and paradigms proposed to help and support GPU programmers Explains how to use mathematical and analytical techniques to predict different performance metrics in GPUs Illustrates the design of efficient GPU algorithms in areas such as bioinformatics, complex systems, social networks, and cryptography Provides applications and use case scenarios in several different verticals, including medicine, social sciences, image processing, and telecommunications

Pharmaceutical Sciences: Breakthroughs in Research and Practice

Management Association, Information Resources
Pharmaceutical Sciences Breakthroughs in Research and Practice Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1584 pages
File Size : 48,8 Mb
Release : 2016-12-28
Category : Medical
ISBN : 9781522517634

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Pharmaceutical Sciences: Breakthroughs in Research and Practice by Management Association, Information Resources Pdf

The delivery of optimal pharmaceutical services to patients is a pivotal concern in the healthcare field. By examining current trends and techniques in the industry, processes can be maintained and improved. Pharmaceutical Sciences: Breakthroughs in Research and Practice provides comprehensive coverage of the latest innovations and advancements for pharmaceutical applications. Focusing on emerging drug development techniques and drug delivery for improved health outcomes, this book is ideally designed for medical professionals, pharmacists, researchers, academics, and upper-level students within the growing pharmaceutical industry.

Integrated Formal Methods

Brijesh Dongol,Elena Troubitsyna
Integrated Formal Methods Book PDF

Author : Brijesh Dongol,Elena Troubitsyna
Publisher : Springer Nature
Page : 461 pages
File Size : 52,5 Mb
Release : 2020-11-13
Category : Computers
ISBN : 9783030634612

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Integrated Formal Methods by Brijesh Dongol,Elena Troubitsyna Pdf

This book constitutes the refereed proceedings of the 16th International Conference on Integrated Formal Methods, IFM 2019, held in Lugano, Switzerland, in November 2020. The 24 full papers and 2 short papers were carefully reviewed and selected from 63 submissions. The papers cover a broad spectrum of topics: Integrating Machine Learning and Formal Modelling; Modelling and Verification in B and Event-B; Program Analysis and Testing; Verification of Interactive Behaviour; Formal Verification; Static Analysis; Domain-Specific Approaches; and Algebraic Techniques.

GPU Computing Gems Jade Edition

Anonim
GPU Computing Gems Jade Edition Book PDF

Author : Anonim
Publisher : Elsevier
Page : 561 pages
File Size : 54,8 Mb
Release : 2011-11-02
Category : Computers
ISBN : 9780123859648

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GPU Computing Gems Jade Edition by Anonim Pdf

GPU Computing Gems, Jade Edition, offers hands-on, proven techniques for general purpose GPU programming based on the successful application experiences of leading researchers and developers. One of few resources available that distills the best practices of the community of CUDA programmers, this second edition contains 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, and green computing. It covers new tools and frameworks for productive GPU computing application development and provides immediate benefit to researchers developing improved programming environments for GPUs. Divided into five sections, this book explains how GPU execution is achieved with algorithm implementation techniques and approaches to data structure layout. More specifically, it considers three general requirements: high level of parallelism, coherent memory access by threads within warps, and coherent control flow within warps. Chapters explore topics such as accelerating database searches; how to leverage the Fermi GPU architecture to further accelerate prefix operations; and GPU implementation of hash tables. There are also discussions on the state of GPU computing in interactive physics and artificial intelligence; programming tools and techniques for GPU computing; and the edge and node parallelism approach for computing graph centrality metrics. In addition, the book proposes an alternative approach that balances computation regardless of node degree variance. Software engineers, programmers, hardware engineers, and advanced students will find this book extremely usefull. For useful source codes discussed throughout the book, the editors invite readers to the following website: ..." This second volume of GPU Computing Gems offers 100% new material of interest across industry, including finance, medicine, imaging, engineering, gaming, environmental science, green computing, and more Covers new tools and frameworks for productive GPU computing application development and offers immediate benefit to researchers developing improved programming environments for GPUs Even more hands-on, proven techniques demonstrating how general purpose GPU computing is changing scientific research Distills the best practices of the community of CUDA programmers; each chapter provides insights and ideas as well as 'hands on' skills applicable to a variety of fields

Oncology: Breakthroughs in Research and Practice

Management Association, Information Resources
Oncology Breakthroughs in Research and Practice Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 980 pages
File Size : 47,8 Mb
Release : 2016-06-29
Category : Medical
ISBN : 9781522506386

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Oncology: Breakthroughs in Research and Practice by Management Association, Information Resources Pdf

Advancements in cancer diagnosis and treatment have extended the lives of many patients facing numerous types of cancer over the years. Research on best practices, new drug development, early identification, and treatment continues to advance with the ultimate goal of uncovering a cure for cancer in all its forms. Oncology: Breakthroughs in Research and Practice features international perspectives on cancer identification, treatment, and management methodologies in addition to patient considerations and outlooks for the future. This collection of emerging research provides valuable insight for researchers, graduate-level students, and professionals in the medical field.

Introduction to Visual Computing

Aditi Majumder,M. Gopi
Introduction to Visual Computing Book PDF

Author : Aditi Majumder,M. Gopi
Publisher : CRC Press
Page : 376 pages
File Size : 54,5 Mb
Release : 2018-01-31
Category : Computers
ISBN : 9781482244922

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Introduction to Visual Computing by Aditi Majumder,M. Gopi Pdf

Introduction to Visual Computing: Core Concepts in Computer Vision, Graphics, and Image Processing covers the fundamental concepts of visual computing. Whereas past books have treated these concepts within the context of specific fields such as computer graphics, computer vision or image processing, this book offers a unified view of these core concepts, thereby providing a unified treatment of computational and mathematical methods for creating, capturing, analyzing and manipulating visual data (e.g. 2D images, 3D models). Fundamentals covered in the book include convolution, Fourier transform, filters, geometric transformations, epipolar geometry, 3D reconstruction, color and the image synthesis pipeline. The book is organized in four parts. The first part provides an exposure to different kinds of visual data (e.g. 2D images, videos and 3D geometry) and the core mathematical techniques that are required for their processing (e.g. interpolation and linear regression.) The second part of the book on Image Based Visual Computing deals with several fundamental techniques to process 2D images (e.g. convolution, spectral analysis and feature detection) and corresponds to the low level retinal image processing that happens in the eye in the human visual system pathway. The next part of the book on Geometric Visual Computing deals with the fundamental techniques used to combine the geometric information from multiple eyes creating a 3D interpretation of the object and world around us (e.g. transformations, projective and epipolar geometry, and 3D reconstruction). This corresponds to the higher level processing that happens in the brain combining information from both the eyes thereby helping us to navigate through the 3D world around us. The last two parts of the book cover Radiometric Visual Computing and Visual Content Synthesis. These parts focus on the fundamental techniques for processing information arising from the interaction of light with objects around us, as well as the fundamentals of creating virtual computer generated worlds that mimic all the processing presented in the prior sections. The book is written for a 16 week long semester course and can be used for both undergraduate and graduate teaching, as well as a reference for professionals.

An Introduction to Parallel Programming

Peter Pacheco,Matthew Malensek
An Introduction to Parallel Programming Book PDF

Author : Peter Pacheco,Matthew Malensek
Publisher : Morgan Kaufmann
Page : 498 pages
File Size : 42,9 Mb
Release : 2021-08-27
Category : Computers
ISBN : 9780128046180

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An Introduction to Parallel Programming by Peter Pacheco,Matthew Malensek Pdf

An Introduction to Parallel Programming, Second Edition presents a tried-and-true tutorial approach that shows students how to develop effective parallel programs with MPI, Pthreads and OpenMP.As the first undergraduate text to directly address compiling and running parallel programs on multi-core and cluster architecture, this second edition carries forward its clear explanations for designing, debugging and evaluating the performance of distributed and shared-memory programs while adding coverage of accelerators via new content on GPU programming and heterogeneous programming. New and improved user-friendly exercises teach students how to compile, run and modify example programs. Takes a tutorial approach, starting with small programming examples and building progressively to more challenging examples Explains how to develop parallel programs using MPI, Pthreads and OpenMP programming models A robust package of online ancillaries for instructors and students includes lecture slides, solutions manual, downloadable source code, and an image bank New to this edition: New chapters on GPU programming and heterogeneous programming New examples and exercises related to parallel algorithms

Augmented Reality and Virtual Reality

Timothy Jung,M. Claudia tom Dieck,Philipp A. Rauschnabel
Augmented Reality and Virtual Reality Book PDF

Author : Timothy Jung,M. Claudia tom Dieck,Philipp A. Rauschnabel
Publisher : Springer Nature
Page : 397 pages
File Size : 48,6 Mb
Release : 2020-03-24
Category : Business & Economics
ISBN : 9783030378691

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Augmented Reality and Virtual Reality by Timothy Jung,M. Claudia tom Dieck,Philipp A. Rauschnabel Pdf

This book features the latest research in the area of immersive technologies, presented at the 5th International Augmented and Virtual Reality Conference, held in Munich, Germany in 2019. Bridging the gap between academia and industry, it presents the state of the art in augmented reality (AR) and virtual reality (VR) technologies and their applications in various industries such as marketing, education, healthcare, tourism, events, fashion, entertainment, retail and the gaming industry. The volume is a collection of research papers by prominent AR and VR scholars from around the globe. Covering the most significant topics in the field of augmented and virtual reality and providing the latest findings, it is of interest to academics and practitioners alike.

Heterogenous Computational Intelligence in Internet of Things

Pawan Singh,Prateek Singhal,Pramod Kumar Mishra,Avimanyou K. Vatsa
Heterogenous Computational Intelligence in Internet of Things Book PDF

Author : Pawan Singh,Prateek Singhal,Pramod Kumar Mishra,Avimanyou K. Vatsa
Publisher : CRC Press
Page : 315 pages
File Size : 49,6 Mb
Release : 2023-10-26
Category : Computers
ISBN : 9781000967807

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Heterogenous Computational Intelligence in Internet of Things by Pawan Singh,Prateek Singhal,Pramod Kumar Mishra,Avimanyou K. Vatsa Pdf

We have seen a sharp increase in the development of data transfer techniques in the networking industry over the past few years. We can see that the photos are assisting clinicians in detecting infection in patients even in the current COVID-19 pandemic condition. With the aid of ML/AI, medical imaging, such as lung X-rays for COVID-19 infection, is crucial in the early detection of many diseases. We also learned that in the COVID-19 scenario, both wired and wireless networking are improved for data transfer but have network congestion. An intriguing concept that has the ability to reduce spectrum congestion and continuously offer new network services is providing wireless network virtualization. The degree of virtualization and resource sharing varies between the paradigms. Each paradigm has both technical and non-technical issues that need to be handled before wireless virtualization becomes a common technology. For wireless network virtualization to be successful, these issues need careful design and evaluation. Future wireless network architecture must adhere to a number of Quality of Service (QoS) requirements. Virtualization has been extended to wireless networks as well as conventional ones. By enabling multi-tenancy and tailored services with a wider range of carrier frequencies, it improves efficiency and utilization. In the IoT environment, wireless users are heterogeneous, and the network state is dynamic, making network control problems extremely difficult to solve as dimensionality and computational complexity keep rising quickly. Deep Reinforcement Learning (DRL) has been developed by the use of Deep Neural Networks (DNNs) as a potential approach to solve high-dimensional and continuous control issues effectively. Deep Reinforcement Learning techniques provide great potential in IoT, edge and SDN scenarios and are used in heterogeneous networks for IoT-based management on the QoS required by each Software Defined Network (SDN) service. While DRL has shown great potential to solve emerging problems in complex wireless network virtualization, there are still domain-specific challenges that require further study, including the design of adequate DNN architectures with 5G network optimization issues, resource discovery and allocation, developing intelligent mechanisms that allow the automated and dynamic management of the virtual communications established in the SDNs which is considered as research perspective.

Approximate Arithmetic Circuit Architectures for FPGA-based Systems

Salim Ullah,Akash Kumar
Approximate Arithmetic Circuit Architectures for FPGA based Systems Book PDF

Author : Salim Ullah,Akash Kumar
Publisher : Springer Nature
Page : 190 pages
File Size : 40,8 Mb
Release : 2023-02-27
Category : Technology & Engineering
ISBN : 9783031212949

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Approximate Arithmetic Circuit Architectures for FPGA-based Systems by Salim Ullah,Akash Kumar Pdf

This book presents various novel architectures for FPGA-optimized accurate and approximate operators, their detailed accuracy and performance analysis, various techniques to model the behavior of approximate operators, and thorough application-level analysis to evaluate the impact of approximations on the final output quality and performance metrics. As multiplication is one of the most commonly used and computationally expensive operations in various error-resilient applications such as digital signal and image processing and machine learning algorithms, this book particularly focuses on this operation. The book starts by elaborating on the various sources of error resilience and opportunities available for approximations on various layers of the computation stack. It then provides a detailed description of the state-of-the-art approximate computing-related works and highlights their limitations.

Data, Engineering and Applications

Sanjeev Sharma,Sheng-Lung Peng,Jitendra Agrawal,Rajesh K. Shukla,Dac-Nhuong Le
Data Engineering and Applications Book PDF

Author : Sanjeev Sharma,Sheng-Lung Peng,Jitendra Agrawal,Rajesh K. Shukla,Dac-Nhuong Le
Publisher : Springer Nature
Page : 693 pages
File Size : 40,9 Mb
Release : 2022-10-11
Category : Computers
ISBN : 9789811946875

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Data, Engineering and Applications by Sanjeev Sharma,Sheng-Lung Peng,Jitendra Agrawal,Rajesh K. Shukla,Dac-Nhuong Le Pdf

The book contains select proceedings of the 3rd International Conference on Data, Engineering, and Applications (IDEA 2021). It includes papers from experts in industry and academia that address state-of-the-art research in the areas of big data, data mining, machine learning, data science, and their associated learning systems and applications. This book will be a valuable reference guide for all graduate students, researchers, and scientists interested in exploring the potential of big data applications.

Big Data and Networks Technologies

Yousef Farhaoui
Big Data and Networks Technologies Book PDF

Author : Yousef Farhaoui
Publisher : Springer
Page : 372 pages
File Size : 40,6 Mb
Release : 2019-07-17
Category : Computers
ISBN : 9783030236724

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Big Data and Networks Technologies by Yousef Farhaoui Pdf

This book reviews the state of the art in big data analysis and networks technologies. It addresses a range of issues that pertain to: signal processing, probability models, machine learning, data mining, databases, data engineering, pattern recognition, visualization, predictive analytics, data warehousing, data compression, computer programming, smart cities, networks technologies, etc. Data is becoming an increasingly decisive resource in modern societies, economies, and governmental organizations. In turn, data science inspires novel techniques and theories drawn from mathematics, statistics, information theory, computer science, and the social sciences. All papers presented here are the product of extensive field research involving applications and techniques related to data analysis in general, and to big data and networks technologies in particular. Given its scope, the book will appeal to advanced undergraduate and graduate students, postdoctoral researchers, lecturers and industrial researchers, as well general readers interested in big data analysis and networks technologies.

Flood Risk Management: Research and Practice

Paul Samuels,Stephen Huntington,William Allsop,Jackie Harrop
Flood Risk Management Research and Practice Book PDF

Author : Paul Samuels,Stephen Huntington,William Allsop,Jackie Harrop
Publisher : CRC Press
Page : 1772 pages
File Size : 43,7 Mb
Release : 2008-10-01
Category : Science
ISBN : 9780203883020

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Flood Risk Management: Research and Practice by Paul Samuels,Stephen Huntington,William Allsop,Jackie Harrop Pdf

Floods cause distress and damage wherever and whenever they happen. Flooding from rivers, estuaries and the sea threatens many millions of people worldwide and economic and insurance losses from flooding have increased significantly since 1990. Across the European Union, flood management policy is changing in response to the EU Directive on the ass

Advances in Information Technology Research and Application: 2012 Edition

Anonim
Advances in Information Technology Research and Application 2012 Edition Book PDF

Author : Anonim
Publisher : ScholarlyEditions
Page : 3360 pages
File Size : 50,6 Mb
Release : 2012-12-26
Category : Computers
ISBN : 9781464990519

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Advances in Information Technology Research and Application: 2012 Edition by Anonim Pdf

Advances in Information Technology Research and Application / 2012 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Information Technology. The editors have built Advances in Information Technology Research and Application / 2012 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Information Technology in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Advances in Information Technology Research and Application / 2012 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Parallel Computing is Everywhere

S. Bassini,M. Danelutto,P. Dazzi
Parallel Computing is Everywhere Book PDF

Author : S. Bassini,M. Danelutto,P. Dazzi
Publisher : IOS Press
Page : 852 pages
File Size : 41,5 Mb
Release : 2018-03-07
Category : Computers
ISBN : 9781614998433

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Parallel Computing is Everywhere by S. Bassini,M. Danelutto,P. Dazzi Pdf

The most powerful computers work by harnessing the combined computational power of millions of processors, and exploiting the full potential of such large-scale systems is something which becomes more difficult with each succeeding generation of parallel computers. Alternative architectures and computer paradigms are increasingly being investigated in an attempt to address these difficulties. Added to this, the pervasive presence of heterogeneous and parallel devices in consumer products such as mobile phones, tablets, personal computers and servers also demands efficient programming environments and applications aimed at small-scale parallel systems as opposed to large-scale supercomputers. This book presents a selection of papers presented at the conference: Parallel Computing (ParCo2017), held in Bologna, Italy, on 12 to 15 September 2017. The conference included contributions about alternative approaches to achieving High Performance Computing (HPC) to potentially surpass exa- and zetascale performances, as well as papers on the application of quantum computers and FPGA processors. These developments are aimed at making available systems better capable of solving intensive computational scientific/engineering problems such as climate models, security applications and classic NP-problems, some of which cannot currently be managed by even the most powerful supercomputers available. New areas of application, such as robotics, AI and learning systems, data science, the Internet of Things (IoT), and in-car systems and autonomous vehicles were also covered. As always, ParCo2017 attracted a large number of notable contributions covering present and future developments in parallel computing, and the book will be of interest to all those working in the field.