Novel Research And Development Approaches In Heterogeneous Systems And Algorithms

Author : Koley, Santanu,Barman, Subhabrata,Joardar, Subhankar
Publisher : IGI Global
Page : 343 pages
File Size : 40,8 Mb
Release : 2023-03-07
Category : Computers
ISBN : 9781668475263

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Novel Research and Development Approaches in Heterogeneous Systems and Algorithms by Koley, Santanu,Barman, Subhabrata,Joardar, Subhankar Pdf

Almost every element of life, from commerce and agriculture to communication and entertainment, has been profoundly altered by computing. Around the world, people rely on computers for the creation of systems for energy, transportation, and military use. Additionally, computing fosters scientific advancements that advance our basic understanding of the world and assist in finding answers to pressing health and environmental issues. Novel Research and Development Approaches in Heterogeneous Systems and Algorithms addresses novel research and developmental approaches in heterogenous systems and algorithms for information-centric networks of the future. Covering topics such as image identification and segmentation, materials data extraction, and wireless sensor networks, this premier reference source is a valuable resource for engineers, consultants, practitioners, computer scientists, students and educators of higher education, librarians, researchers, and academicians.

Author : Tran, Duy Thanh,Huh, Jun-Ho
Publisher : IGI Global
Page : 476 pages
File Size : 53,8 Mb
Release : 2023-05-23
Category : Computers
ISBN : 9781668466896

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Principles, Policies, and Applications of Kotlin Programming by Tran, Duy Thanh,Huh, Jun-Ho Pdf

Kotlin programming has been recognized as the main language for deploying Android projects, so this language has tremendous potential. In order to understand the main principles and best applications of Kotlin programming, further research is needed. Principles, Policies, and Applications of Kotlin Programming provides complete knowledge of Kotlin programming. It presents the latest technology of Vert.X, Restful API programming application by Kotlin, as well as authentication techniques for Restful APIs, which are new and important content in backend deployment for software. Covering topics such as array processing, graphic user interface, and string processing, this premier reference source is a valuable resource for software developers, programmers, students and educators of higher education, researchers, and academicians.

Author : Goel, Neha,Yadav, Ravindra Kumar
Publisher : IGI Global
Page : 570 pages
File Size : 41,5 Mb
Release : 2023-07-03
Category : Computers
ISBN : 9781668487877

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Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries by Goel, Neha,Yadav, Ravindra Kumar Pdf

Machine learning (ML) and the internet of things (IoT) are the top technologies used by businesses to increase efficiency, productivity, and competitiveness in this fast-paced digital era transformation. ML is the key tool for fast processing and decision making applied to smart city applications and next-generation IoT devices, which require ML to satisfy their working objective. IoT technology has proven efficient in solving many real-world problems, and ML algorithms combined with IoT means the fusion of product and intelligence to achieve better automation, efficiency, productivity, and connectivity. The Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries highlights the importance of ML for IoT’s success and diverse ML-powered IoT applications. This book addresses the problems and challenges in energy, industry, and healthcare and solutions proposed for ML-enabled IoT and new algorithms in ML. It further addresses their accuracy for existing real-time applications. Covering topics such as agriculture, pattern recognition, and smart applications, this premier reference source is an essential resource for engineers, scientists, educators, students, researchers, and academicians.

Author : Kumar, Vinod,Rajput, Dharmendra Singh
Publisher : IGI Global
Page : 267 pages
File Size : 40,7 Mb
Release : 2023-05-22
Category : Computers
ISBN : 9781668469057

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Concepts and Techniques of Graph Neural Networks by Kumar, Vinod,Rajput, Dharmendra Singh Pdf

Recent advancements in graph neural networks have expanded their capacities and expressive power. Furthermore, practical applications have begun to emerge in a variety of fields including recommendation systems, fake news detection, traffic prediction, molecular structure in chemistry, antibacterial discovery physics simulations, and more. As a result, a boom of research at the juncture of graph theory and deep learning has revolutionized many areas of research. However, while graph neural networks have drawn a lot of attention, they still face many challenges when it comes to applying them to other domains, from a conceptual understanding of methodologies to scalability and interpretability in a real system. Concepts and Techniques of Graph Neural Networks provides a stepwise discussion, an exhaustive literature review, detailed analysis and discussion, rigorous experimentation results, and application-oriented approaches that are demonstrated with respect to applications of graph neural networks. The book also develops the understanding of concepts and techniques of graph neural networks and establishes the familiarity of different real applications in various domains for graph neural networks. Covering key topics such as graph data, social networks, deep learning, and graph clustering, this premier reference source is ideal for industry professionals, researchers, scholars, academicians, practitioners, instructors, and students.

Author : Samanta, Debabrata
Publisher : IGI Global
Page : 342 pages
File Size : 44,7 Mb
Release : 2023-09-12
Category : Computers
ISBN : 9781668498101

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The Software Principles of Design for Data Modeling by Samanta, Debabrata Pdf

The Software Principles of Design for Data Modeling, written by Debabrata Samanta of Rochester Institute of Technology in Kosovo, offers a practical and comprehensive solution to the challenges of designing effective software architecture for data modeling. This book covers key topics such as gathering requirements, modeling requirements with use cases, testing the system, building entity-relationship models, building class models in UML with patterns of data modeling and software quality attributes, and use case modeling. It also includes case studies of relational and object-relational database schema design. The unique approach of this book lies in its unifying method for designing software architecture for data modeling. It addresses specific design issues for various types of software systems, including object-oriented, client/server, service-oriented, component-based, real-time, and software product line architectures. With its practical guidance, standard method for modeling requirements and analysis, and comprehensive coverage of key topics and case studies, this book is a must-read for anyone interested in designing effective software architecture for data modeling, whether you are an academic scholar or a professional in the field.

Author : Prasenjit Dey,Sudip Kumar Adhikari,Sourav De,Indrajit Kar
Publisher : CRC Press
Page : 242 pages
File Size : 41,7 Mb
Release : 2024-06-10
Category : Computers
ISBN : 9781040031858

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Internet of Things-Based Machine Learning in Healthcare by Prasenjit Dey,Sudip Kumar Adhikari,Sourav De,Indrajit Kar Pdf

The Internet of Medical Things (IoMT) is a system that collects data from patients with the help of different sensory inputs, e.g., an accelerometer, electrocardiography, and electroencephalography. This text presents both theoretical and practical concepts related to the application of machine learning and Internet of Things (IoT) algorithms in analyzing data generated through healthcare systems. Illustrates the latest technologies in the healthcare domain and the Internet of Things infrastructure for storing smart electronic health records Focuses on the importance of machine learning algorithms and the significance of Internet of Things infrastructure for healthcare systems Showcases the application of fog computing architecture and edge computing in novel aspects of modern healthcare services Discusses unsupervised genetic algorithm-based automatic heart disease prediction Covers Internet of Things–based hardware mechanisms and machine learning algorithms to predict the stress level of patients The text is primarily written for graduate students and academic researchers in the fields of computer science and engineering, biomedical engineering, electrical engineering, and information technology.

Author : Guoqi Xie,Gang Zeng,Renfa Li,Keqin Li
Publisher : Springer
Page : 257 pages
File Size : 40,7 Mb
Release : 2019-08-06
Category : Technology & Engineering
ISBN : 9789811365577

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Scheduling Parallel Applications on Heterogeneous Distributed Systems by Guoqi Xie,Gang Zeng,Renfa Li,Keqin Li Pdf

This book focuses on scheduling algorithms for parallel applications on heterogeneous distributed systems, and addresses key scheduling requirements – high performance, low energy consumption, real time, and high reliability – from the perspectives of both theory and engineering practice. Further, it examines two typical application cases in automotive cyber-physical systems and cloud systems in detail, and discusses scheduling challenges in connection with resource costs, reliability and low energy. The book offers a comprehensive and systematic treatment of high-performance, low energy consumption, and high reliability issues on heterogeneous distributed systems, making it a particularly valuable resource for researchers, engineers and graduate students in the fields of computer science and engineering, information science and engineering, and automotive engineering, etc. The wealth of motivational examples with figures and tables make it easy to understand.

Author : Anonim
Publisher : DIANE Publishing
Page : 116 pages
File Size : 42,8 Mb
Release : 1993-06
Category : Small business
ISBN : 1568066473

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Small Business Innovation Research by Anonim Pdf

The DOE invites small business firms with strong research capabilities in science or engineering to submit grant proposals, The program's goal is to stimulate technological innovation in the private sector.

Author : Jack Dongarra,Alexey L. Lastovetsky
Publisher : Wiley-Interscience
Page : 267 pages
File Size : 41,6 Mb
Release : 2009-08-03
Category : Computers
ISBN : 0470040394

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High Performance Heterogeneous Computing by Jack Dongarra,Alexey L. Lastovetsky Pdf

An analytical overview of the state of the art, open problems, and future trends in heterogeneous parallel and distributed computing This book provides an overview of the ongoing academic research, development, and uses of heterogeneous parallel and distributed computing in the context of scientific computing. Presenting the state of the art in this challenging and rapidly evolving area, the book is organized in five distinct parts: Heterogeneous Platforms: Taxonomy, Typical Uses, and Programming Issues Performance Models of Heterogeneous Platforms and Design of¿Heterogeneous Algorithms Performance: Implementation and Software Applications Future Trends High Performance Heterogeneous Computing is a valuable¿reference for researchers and practitioners in the area of high performance heterogeneous computing. It also serves as an excellent supplemental text for graduate and postgraduate courses in related areas.

Author : Sirisha Potluri,Suneeta Satpathy,Santi Swarup Basa,Antonio Zuorro
Publisher : CRC Press
Page : 251 pages
File Size : 44,5 Mb
Release : 2024-08-01
Category : Computers
ISBN : 9781040098103

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AI in Agriculture for Sustainable and Economic Management by Sirisha Potluri,Suneeta Satpathy,Santi Swarup Basa,Antonio Zuorro Pdf

This book explains the best practices and their respective outcomes in artificial intelligence (AI) to meet sustainable development goals and demands. It examines the practices, technologies, and innovations at the core of various research issues to meet the sustainable development demands in agriculture to balance social, economic, and environmental sustainability with AI. AI in Agriculture for Sustainable and Economic Management discusses AI-driven nanotechnology approaches for precision agriculture and solutions for the optimization of farming resources and their management. The authors examine the impact of AI in agriculture and how technology-driven sustainable farming with smart waste-water treatment for zero waste for the circular economy can extend crop shelf-life. It discusses how AI expertise can be advantageous to envisage and evaluate the increasing demands of productivity, and to help to maintain ecosystems and strengthen the capacity for crop adaptation in response to drastic changes in climate and weather, natural disasters, and other significant factors. These findings and practices are also useful to emphasize how an agricultural ecosystem can be advanced and industrialized so that it can aid not only large commercial farms but also smaller farmlands. Finally, it also discusses how AI practices will help to find a balance between the volume of food manufactured and the proper maintenance of the ecosystem. This book is intended for researchers and upper graduate students interested in artificial intelligence in agricultural engineering, AI advances in crop science and technology for sustainable development.

Author : Arun Kumar Sangaiah,Zhiyong Zhang,Michael Sheng
Publisher : Academic Press
Page : 362 pages
File Size : 55,7 Mb
Release : 2018-08-21
Category : Technology & Engineering
ISBN : 9780128133279

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Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications by Arun Kumar Sangaiah,Zhiyong Zhang,Michael Sheng Pdf

Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications covers timely topics, including the neural network (NN), particle swarm optimization (PSO), evolutionary algorithm (GA), fuzzy sets (FS) and rough sets (RS), etc. Furthermore, the book highlights recent research on representative techniques to elaborate how a data-centric system formed a powerful platform for the processing of cloud hosted multimedia big data and how it could be analyzed, processed and characterized by CI. The book also provides a view on how techniques in CI can offer solutions in modeling, relationship pattern recognition, clustering and other problems in bioengineering. It is written for domain experts and developers who want to understand and explore the application of computational intelligence aspects (opportunities and challenges) for design and development of a data-centric system in the context of multimedia cloud, big data era and its related applications, such as smarter healthcare, homeland security, traffic control trading analysis and telecom, etc. Researchers and PhD students exploring the significance of data centric systems in the next paradigm of computing will find this book extremely useful. Presents a brief overview of computational intelligence paradigms and its significant role in application domains Illustrates the state-of-the-art and recent developments in the new theories and applications of CI approaches Familiarizes the reader with computational intelligence concepts and technologies that are successfully used in the implementation of cloud-centric multimedia services in massive data processing Provides new advances in the fields of CI for bio-engineering application

Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Commerce, Justice, Science, and Related Agencies
Publisher : Unknown
Page : 1170 pages
File Size : 54,7 Mb
Release : 2015
Category : Administrative agencies
ISBN : IND:30000137987255

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Commerce, Justice, Science, and Related Agencies Appropriations for 2016 by United States. Congress. House. Committee on Appropriations. Subcommittee on Commerce, Justice, Science, and Related Agencies Pdf

Author : Steven Bell,Jing Pu,James Hegarty,Mark Alan Horowitz
Publisher : Morgan & Claypool
Page : 105 pages
File Size : 54,7 Mb
Release : 2018-01-17
Category : Computers
ISBN : 162705961X

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Compiling Algorithms for Heterogeneous Systems by Steven Bell,Jing Pu,James Hegarty,Mark Alan Horowitz Pdf

Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing this specialized hardware--and the software to control it--is astronomical. Moreover, the task of porting algorithms to these heterogeneous machines typically requires that the algorithm be partitioned across the machine and rewritten for each specific architecture, which is time consuming and prone to error. Over the last several years, the authors have approached this problem using domain-specific languages (DSLs): high-level programming languages customized for specific domains, such as database manipulation, machine learning, or image processing. By giving up generality, these languages are able to provide high-level abstractions to the developer while producing high performance output. The purpose of this book is to spur the adoption and the creation of domain-specific languages, especially for the task of creating hardware designs. In the first chapter, a short historical journey explains the forces driving computer architecture today. Chapter 2 describes the various methods for producing designs for accelerators, outlining the push for more abstraction and the tools that enable designers to work at a higher conceptual level. From there, Chapter 3 provides a brief introduction to image processing algorithms and hardware design patterns for implementing them. Chapters 4 and 5 describe and compare Darkroom and Halide, two domain-specific languages created for image processing that produce high-performance designs for both FPGAs and CPUs from the same source code, enabling rapid design cycles and quick porting of algorithms. The final section describes how the DSL approach also simplifies the problem of interfacing between application code and the accelerator by generating the driver stack in addition to the accelerator configuration. This book should serve as a useful introduction to domain-specialized computing for computer architecture students and as a primer on domain-specific languages and image processing hardware for those with more experience in the field.

Author : Gunjan Mukherjee,Biswadip Basu Mallik,Rahul Kar,Aryan Chaudhary
Publisher : CRC Press
Page : 279 pages
File Size : 48,8 Mb
Release : 2024-03-28
Category : Mathematics
ISBN : 9781040001349

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Advances on Mathematical Modeling and Optimization with Its Applications by Gunjan Mukherjee,Biswadip Basu Mallik,Rahul Kar,Aryan Chaudhary Pdf

Advances on Mathematical Modeling and Optimization with Its Applications discusses optimization, equality, and inequality constraints and their application in the versatile optimizing domain. It further covers non-linear optimization methods such as global optimization, and gradient-based non-linear optimization, and their applications. Discusses important topics including multi-component differential equations, geometric partial differential equations, and computational neural systems Covers linear integer programming and network design problems, along with an application of the mixed integer problems Discusses constrained and unconstrained optimization, equality, and inequality constraints, and their application in the versatile optimizing domain Elucidates the application of statistical models, probability models, and transfer learning concepts Showcases the importance of multi-attribute decision modeling in the domain of image processing and soft computing The text is primarily for senior undergraduate and graduate students, and academic researchers in the fields of mathematics, statistics, and computer science.

Author : Anonim
Publisher : Unknown
Page : 616 pages
File Size : 41,9 Mb
Release : 1995
Category : Computer networks
ISBN : STANFORD:36105017330049

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Information Infrastructure Sourcebook by Anonim Pdf