Design and Applications of Emerging Computer Systems

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Publisher : Springer Nature
ISBN 13 : 3031424786
Total Pages : 745 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Design and Applications of Emerging Computer Systems by : Weiqiang Liu

Download or read book Design and Applications of Emerging Computer Systems written by Weiqiang Liu and published by Springer Nature. This book was released on with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt:

PROCEEDINGS OF THE 21ST CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2021

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Publisher : TU Wien Academic Press
ISBN 13 : 3854480466
Total Pages : 297 pages
Book Rating : 4.8/5 (544 download)

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Book Synopsis PROCEEDINGS OF THE 21ST CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2021 by : Michael W. Whalen

Download or read book PROCEEDINGS OF THE 21ST CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2021 written by Michael W. Whalen and published by TU Wien Academic Press. This book was released on 2021-10-14 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our life is dominated by hardware: a USB stick, the processor in our laptops or the SIM card in our smart phone. But who or what makes sure that these systems work stably, safely and securely from the word go? The computer - with a little help from humans. The overall name for this is CAD (computer-aided design), and it’s become hard to imagine our modern industrial world without it. So how can we be sure that the hardware and computer systems we use are reliable? By using formal methods: these are techniques and tools to calculate whether a system description is in itself consistent or whether requirements have been developed and implemented correctly. Or to put it another way: they can be used to check the safety and security of hardware and software. Just how this works in real life was also of interest at the annual conference on "Formal Methods in Computer-Aided Design (FMCAD)". Under the direction of Ruzica Piskac and Michael Whalen, the 21st Conference in October 2021 addressed the results of the latest research in the field of formal methods. A volume of conference proceedings with over 30 articles covering a wide range of formal methods has now been published for this online conference: starting from the verification of hardware, parallel and distributed systems as well as neuronal networks, right through to machine learning and decision-making procedures. This volume provides a fascinating insight into revolutionary methods, technologies, theoretical results and tools for formal logic in computer systems and system developments.

Learning Techniques for the Internet of Things

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Publisher : Springer Nature
ISBN 13 : 303150514X
Total Pages : 334 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Learning Techniques for the Internet of Things by : Praveen Kumar Donta

Download or read book Learning Techniques for the Internet of Things written by Praveen Kumar Donta and published by Springer Nature. This book was released on with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Supercomputing

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Publisher : Springer Nature
ISBN 13 : 303122941X
Total Pages : 713 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Supercomputing by : Vladimir Voevodin

Download or read book Supercomputing written by Vladimir Voevodin and published by Springer Nature. This book was released on 2022-12-15 with total page 713 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th Russian Supercomputing Days on Supercomputing, RuSCDays 2022, which took place in Moscow, Russia, in September 2022. The 49 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: Supercomputer Simulation; HPC, BigData, AI: Architectures, Technologies, Tools; Distributed and Cloud Computing.

Introduction to VLSI Design Flow

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Publisher : Cambridge University Press
ISBN 13 : 100920081X
Total Pages : 715 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Introduction to VLSI Design Flow by : Sneh Saurabh

Download or read book Introduction to VLSI Design Flow written by Sneh Saurabh and published by Cambridge University Press. This book was released on 2023-06-15 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook on the fundamentals of VLSI design flow, covering the various stages of design implementation, verification, and testing.

Crypto and AI

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Publisher : Springer Nature
ISBN 13 : 3031448073
Total Pages : 229 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Crypto and AI by : Behrouz Zolfaghari

Download or read book Crypto and AI written by Behrouz Zolfaghari and published by Springer Nature. This book was released on 2023-11-14 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book studies the intersection between cryptography and AI, highlighting the significant cross-impact and potential between the two technologies. The authors first study the individual ecosystems of cryptography and AI to show the omnipresence of each technology in the ecosystem of the other one. Next, they show how these technologies have come together in collaborative or adversarial ways. In the next section, the authors highlight the coevolution being formed between cryptography and AI. Throughout the book, the authors use evidence from state-of-the-art research to look ahead at the future of the crypto-AI dichotomy. The authors explain how they anticipate that quantum computing will join the dichotomy in near future, augmenting it to a trichotomy. They verify this through two case studies highlighting another scenario wherein crypto, AI and quantum converge. The authors study current trends in chaotic image encryption as well as information-theoretic cryptography and show how these trends lean towards quantum-inspired artificial intelligence (QiAI). After concluding the discussions, the authors suggest future research for interested researchers.

Embedded Computer Systems: Architectures, Modeling, and Simulation

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Publisher : Springer Nature
ISBN 13 : 3030609391
Total Pages : 383 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Embedded Computer Systems: Architectures, Modeling, and Simulation by : Alex Orailoglu

Download or read book Embedded Computer Systems: Architectures, Modeling, and Simulation written by Alex Orailoglu and published by Springer Nature. This book was released on 2020-10-14 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2020, held in Samos, Greece, in July 2020.* The 16 regular papers presented were carefully reviewed and selected from 35 submissions. In addition, 9 papers from two special sessions were included, which were organized on topics of current interest: innovative architectures for security and European projects on embedded and high performance computing for health applications. * The conference was held virtually due to the COVID-19 pandemic.

Proceedings of the HPI Research School on Service-oriented Systems Engineering 2020 Fall Retreat

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Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869565136
Total Pages : 160 pages
Book Rating : 4.8/5 (695 download)

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Book Synopsis Proceedings of the HPI Research School on Service-oriented Systems Engineering 2020 Fall Retreat by : Christoph Meinel

Download or read book Proceedings of the HPI Research School on Service-oriented Systems Engineering 2020 Fall Retreat written by Christoph Meinel and published by Universitätsverlag Potsdam. This book was released on 2023-06-07 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and Implementation of service-oriented architectures imposes a huge number of research questions from the fields of software engineering, system analysis and modeling, adaptability, and application integration. Component orientation and web services are two approaches for design and realization of complex web-based system. Both approaches allow for dynamic application adaptation as well as integration of enterprise application. Service-Oriented Systems Engineering represents a symbiosis of best practices in object-orientation, component-based development, distributed computing, and business process management. It provides integration of business and IT concerns. The annual Ph.D. Retreat of the Research School provides each member the opportunity to present his/her current state of their research and to give an outline of a prospective Ph.D. thesis. Due to the interdisciplinary structure of the research school, this technical report covers a wide range of topics. These include but are not limited to: Human Computer Interaction and Computer Vision as Service; Service-oriented Geovisualization Systems; Algorithm Engineering for Service-oriented Systems; Modeling and Verification of Self-adaptive Service-oriented Systems; Tools and Methods for Software Engineering in Service-oriented Systems; Security Engineering of Service-based IT Systems; Service-oriented Information Systems; Evolutionary Transition of Enterprise Applications to Service Orientation; Operating System Abstractions for Service-oriented Computing; and Services Specification, Composition, and Enactment.

Number Systems for Deep Neural Network Architectures

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Publisher : Springer Nature
ISBN 13 : 3031381335
Total Pages : 100 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Number Systems for Deep Neural Network Architectures by : Ghada Alsuhli

Download or read book Number Systems for Deep Neural Network Architectures written by Ghada Alsuhli and published by Springer Nature. This book was released on 2023-09-01 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers a comprehensive introduction to alternative number systems for more efficient representations of Deep Neural Network (DNN) data. Various number systems (conventional/unconventional) exploited for DNNs are discussed, including Floating Point (FP), Fixed Point (FXP), Logarithmic Number System (LNS), Residue Number System (RNS), Block Floating Point Number System (BFP), Dynamic Fixed-Point Number System (DFXP) and Posit Number System (PNS). The authors explore the impact of these number systems on the performance and hardware design of DNNs, highlighting the challenges associated with each number system and various solutions that are proposed for addressing them.

Understanding Logic Locking

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Publisher : Springer Nature
ISBN 13 : 3031379896
Total Pages : 385 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Understanding Logic Locking by : Kimia Zamiri Azar

Download or read book Understanding Logic Locking written by Kimia Zamiri Azar and published by Springer Nature. This book was released on 2023-10-24 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the breadth and depth of IP protection through logic locking, considering both attacker/adversary and defender/designer perspectives. The authors draw a semi-chronological picture of the evolution of logic locking during the last decade, gathering and describing all the DO’s and DON’Ts in this approach. They describe simple-to-follow scenarios and guide readers to navigate/identify threat models and design/evaluation flow for further studies. Readers will gain a comprehensive understanding of all fundamentals of logic locking.

Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing

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Publisher : Springer Nature
ISBN 13 : 303119568X
Total Pages : 418 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing by : Sudeep Pasricha

Download or read book Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing written by Sudeep Pasricha and published by Springer Nature. This book was released on 2023-11-01 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits.

Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning

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Publisher : Frontiers Media SA
ISBN 13 : 2889667421
Total Pages : 200 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning by : Lei Deng

Download or read book Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning written by Lei Deng and published by Frontiers Media SA. This book was released on 2021-05-05 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reshaping Intelligent Business and Industry

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Publisher : John Wiley & Sons
ISBN 13 : 1119904870
Total Pages : 644 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Reshaping Intelligent Business and Industry by : Surjeet Dalal

Download or read book Reshaping Intelligent Business and Industry written by Surjeet Dalal and published by John Wiley & Sons. This book was released on 2024-10-15 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The convergence of Artif icial Intelligence (AI) and Internet of Things (IoT) is reshaping the way industries, businesses, and economies function; the 34 chapters in this collection show how the full potential of these technologies is being enabled to create intelligent machines that simulate smart behavior and support decision-making with little or no human interference, thereby providing startling organizational efficiencies. Readers will discover that in Reshaping Intelligent Business and Industry: The book unpacks the two superpowers of innovation, AI and IoT, and explains how they connect to better communicate and exchange information about online activities; How the center and the network’s edge generate predictive analytics or anomaly alerts; The meaning of AI at the edge and IoT networks. How bandwidth is reduced and privacy and security are enhanced; How AI applications increase operating efficiency, spawn new products and services, and enhance risk management; How AI and IoT create ‘intelligent’ devices and how new AI technology enables IoT to reach its full potential; Analyzes AIOT platforms and the handling of personal information for shared frameworks that remain sensitive to customers’ privacy while effectively utilizing data. Audience This book will appeal to all business and organization leaders, entrepreneurs, policymakers, and economists, as well as scientists, engineers, and students working in artificial intelligence, software engineering, and information technology.

Logic Locking

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Publisher : Springer Nature
ISBN 13 : 3031191234
Total Pages : 228 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Logic Locking by : Dominik Sisejkovic

Download or read book Logic Locking written by Dominik Sisejkovic and published by Springer Nature. This book was released on 2022-11-23 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: A subtle change that leads to disastrous consequences—hardware Trojans undoubtedly pose one of the greatest security threats to the modern age. How to protect hardware against these malicious modifications? One potential solution hides within logic locking; a prominent hardware obfuscation technique. In this book, we take a step-by-step approach to understanding logic locking, from its fundamental mechanics, over the implementation in software, down to an in-depth analysis of security properties in the age of machine learning. This book can be used as a reference for beginners and experts alike who wish to dive into the world of logic locking, thereby having a holistic view of the entire infrastructure required to design, evaluate, and deploy modern locking policies.

Network-on-Chip Security and Privacy

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Publisher : Springer Nature
ISBN 13 : 3030691314
Total Pages : 496 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Network-on-Chip Security and Privacy by : Prabhat Mishra

Download or read book Network-on-Chip Security and Privacy written by Prabhat Mishra and published by Springer Nature. This book was released on 2021-06-04 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of Network-on-Chip (NoC) security vulnerabilities and state-of-the-art countermeasures, with contributions from System-on-Chip (SoC) designers, academic researchers and hardware security experts. Readers will gain a clear understanding of the existing security solutions for on-chip communication architectures and how they can be utilized effectively to design secure and trustworthy systems.

Formal Methods

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Publisher : Springer Nature
ISBN 13 : 3031274814
Total Pages : 661 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Formal Methods by : Marsha Chechik

Download or read book Formal Methods written by Marsha Chechik and published by Springer Nature. This book was released on 2023-03-02 with total page 661 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 25th International Symposium on Formal Methods, FM 2023, which took place in Lübeck, Germany, in March 2023. The 26 full paper, 2 short papers included in this book were carefully reviewed and selected rom 95 submissions. They have been organized in topical sections as follows: SAT/SMT; Verification; Quantitative Verification; Concurrency and Memory Models; Formal Methods in AI; Safety and Reliability. The proceedings also contain 3 keynote talks and 7 papers from the industry day.

Approximate Computing

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Publisher : Springer Nature
ISBN 13 : 3030983471
Total Pages : 607 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Approximate Computing by : Weiqiang Liu

Download or read book Approximate Computing written by Weiqiang Liu and published by Springer Nature. This book was released on 2022-08-22 with total page 607 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the technological developments at various levels of abstraction, of the new paradigm of approximate computing. The authors describe in a single-source the state-of-the-art, covering the entire spectrum of research activities in approximate computing, bridging device, circuit, architecture, and system levels. Content includes tutorials, reviews and surveys of current theoretical/experimental results, design methodologies and applications developed in approximate computing for a wide scope of readership and specialists. Serves as a single-source reference to state-of-the-art of approximate computing; Covers broad range of topics, from circuits to applications; Includes contributions by leading researchers, from academia and industry.