[PDF] Computing Perspectives eBook

Author : Mohamed Zahran
Publisher : Morgan & Claypool
Page : 127 pages
File Size : 11,41 MB
Release : 2019-05-29
Category : Computers
ISBN : 1450361005

GET BOOK

If you look around you will find that all computer systems, from your portable devices to the strongest supercomputers, are heterogeneous in nature. The most obvious heterogeneity is the existence of computing nodes of different capabilities (e.g. multicore, GPUs, FPGAs, ...). But there are also other heterogeneity factors that exist in computing systems, like the memory system components, interconnection, etc. The main reason for these different types of heterogeneity is to have good performance with power efficiency. Heterogeneous computing results in both challenges and opportunities. This book discusses both. It shows that we need to deal with these challenges at all levels of the computing stack: from algorithms all the way to process technology. We discuss the topic of heterogeneous computing from different angles: hardware challenges, current hardware state-of-the-art, software issues, how to make the best use of the current heterogeneous systems, and what lies ahead. The aim of this book is to introduce the big picture of heterogeneous computing. Whether you are a hardware designer or a software developer, you need to know how the pieces of the puzzle fit together. The main goal is to bring researchers and engineers to the forefront of the research frontier in the new era that started a few years ago and is expected to continue for decades. We believe that academics, researchers, practitioners, and students will benefit from this book and will be prepared to tackle the big wave of heterogeneous computing that is here to stay.

Author : Maurice V. Wilkes
Publisher : Elsevier
Page : 218 pages
File Size : 29,64 MB
Release : 2014-06-28
Category : Computers
ISBN : 0080502687

GET BOOK

In this insightful collection of essays, Maurice Wilkes shares his unique perspective on the development of computers and the current state of the art. These enlightening essays discuss the foundational ideas behind modern computing and provide a solid grounding for the appreciation of emerging computer technologies. Wilkes, one of the founders of computing, has provided enormous contributions to the development of computers, including the design and construction of the EDSAC computer and early development of programming for a stored program computer. He was responsible for the concept of microprogramming. Wilkes also wrote the first paper to appear on cache memories and was an early worker in the field of wide bandwidth local area networks. In 1992 he was awarded the prestigious Kyoto Prize for Advanced Technology. These essays will be of interest to everyone involved with computers and how they arrived at their present state. Wilkes presents his perspectives with keen historical sensibility and engineering practicality. Readers are invited to consider these observations and form their own perspectives on the present state of the computer art.

Author : Sven J. Dickinson
Publisher : Cambridge University Press
Page : 553 pages
File Size : 14,3 MB
Release : 2009-09-07
Category : Computers
ISBN : 0521887380

GET BOOK

A unique multidisciplinary perspective on the problem of visual object categorization.

Author : Elie Sanchez
Publisher : World Scientific
Page : 252 pages
File Size : 46,98 MB
Release : 1997-03-15
Category : Computers
ISBN : 9814499803

GET BOOK

Ever since fuzzy logic was introduced by Lotfi Zadeh in the mid-sixties and genetic algorithms by John Holland in the early seventies, these two fields widely been subjects of academic research the world over. During the last few years, they have been experiencing extremely rapid growth in the industrial world, where they have been shown to be very effective in solving real-world problems. These two substantial fields, together with neurocomputing techniques, are recognized as major parts of soft computing: a set of computing technologies already riding the waves of the next century to produce the human-centered intelligent systems of tomorrow; the collection of papers presented in this book shows the way. The book also contains an extensive bibliography on fuzzy logic and genetic algorithms.

Author : Kuan-Ching Li
Publisher : CRC Press
Page : 429 pages
File Size : 31,8 MB
Release : 2019-03-19
Category : Business & Economics
ISBN : 0429018037

GET BOOK

Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data computing and applications, including new computing theories, data mining and machine learning techniques. The book features contributions from leading experts and covers cutting-edge topics such as smart data and cloud computing, AI for networking, smart data deep learning, Big Data capture and representation, AI for Big Data applications, and more. Features Presents state-of-the-art research in big data and smart computing Provides a broad coverage of topics in data science and machine learning Combines computing methods with domain knowledge and a focus on applications in science, engineering, and business Covers data security and privacy, including AI techniques Includes contributions from leading researchers

Author : Charles Ess
Publisher : SUNY Press
Page : 332 pages
File Size : 14,31 MB
Release : 1996-01-01
Category : Computers
ISBN : 9780791428719

GET BOOK

The rush to the Information Superhighway and the transition to an Information Age have enormous political, ethical, and religious consequences. The essays collected here develop both interdisciplinary and international perspectives on privacy, critical thinking and literacy, democratization, gender, religion, and the very nature of the revolution promised in cyberspace. These essays are essential reading for anyone who wants to better understand and reflect upon these events and issues.

Author : Zhiwei Xu
Publisher : Springer Nature
Page : 338 pages
File Size : 13,69 MB
Release : 2022-01-01
Category : Computers
ISBN : 9811638489

GET BOOK

This textbook is intended as a textbook for one-semester, introductory computer science courses aimed at undergraduate students from all disciplines. Self-contained and with no prerequisites, it focuses on elementary knowledge and thinking models. The content has been tested in university classrooms for over six years, and has been used in summer schools to train university and high-school teachers on teaching introductory computer science courses using computational thinking. This book introduces computer science from a computational thinking perspective. In computer science the way of thinking is characterized by three external and eight internal features, including automatic execution, bit-accuracy and abstraction. The book is divided into chapters on logic thinking, algorithmic thinking, systems thinking, and network thinking. It also covers societal impact and responsible computing material – from ICT industry to digital economy, from the wonder of exponentiation to wonder of cyberspace, and from code of conduct to best practices for independent work. The book’s structure encourages active, hands-on learning using the pedagogic tool Bloom's taxonomy to create computational solutions to over 200 problems of varying difficulty. Students solve problems using a combination of thought experiment, programming, and written methods. Only 300 lines of code in total are required to solve most programming problems in this book.

Author : Charles Eames
Publisher : Cambridge : Harvard University Press
Page : 184 pages
File Size : 21,56 MB
Release : 1973
Category : Computers
ISBN :

GET BOOK

Based on an exhibition conceived and assembled for Internnational Business Machines Corporation.

Author : Aboul Ella Hassanien
Publisher : Springer Nature
Page : 187 pages
File Size : 39,29 MB
Release : 2022-11-10
Category : Technology & Engineering
ISBN : 3031182928

GET BOOK

This book presents explainability in edge AI, an amalgamation of edge computing and AI. The issues of transparency, fairness, accountability, explainability, interpretability, data-fusion, and comprehensibility that are significant for edge AI are being addressed in this book through explainable models and techniques. The concept of explainable edge AI is new in front of the academic and research community, and consequently, it will undoubtedly explore multiple research dimensions. The book presents the concept of explainability in edge AI which is the amalgamation of edge computing and AI. In the futuristic computing scenario, the goal of explainable edge AI will be to execute the AI tasks and produce explainable results at the edge. First, this book explains the fundamental concepts of explainable artificial intelligence (XAI), then it describes the concept of explainable edge AI, and finally, it elaborates on the technicalities of explainability in edge AI. Owing to the quick transition in the current computing scenario and integration with the latest AI-based technologies, it is significant to facilitate people-centric computing through explainable edge AI. Explainable edge AI will facilitate enhanced prediction accuracy with the comprehensible decision and traceability of actions performed at the edge and have a significant impact on futuristic computing scenarios. This book is highly relevant to graduate/postgraduate students, academicians, researchers, engineers, professionals, and other personnel working in artificial intelligence, machine learning, and intelligent systems.

Author : Yoshihide Igarashi
Publisher : CRC Press
Page : 340 pages
File Size : 15,95 MB
Release : 2014-05-27
Category : Computers
ISBN : 1482227428

GET BOOK

Exploring a vast array of topics related to computation, Computing: A Historical and Technical Perspective covers the historical and technical foundation of ancient and modern-day computing. The book starts with the earliest references to counting by humans, introduces various number systems, and discusses mathematics in early civilizations. It gui