Computer architecture and logic design Books

Book SynopsisRevolutionize the way your organization approaches data with a data mesh! This new decentralized architecture outpaces monolithic lakes and warehouses and can work for a company of any size. Data Mesh in Action reveals how this ground breaking architecture looks for both small start-ups and large enterprises. You'll see a datamesh in action as you explore both an extended case study andmultiple real-world examples. As you go, you'll be expertly guidedthrough discussions around Socio-Technical Architecture and Domain-Driven Design with the goal of building a sleek data-as-a-productsystem.

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Book SynopsisRequirements engineering tasks have become increasingly complex. In order to ensure a high level of knowledge and competency among requirements engineers, the International Requirements Engineering Board (IREB) developed a standardized qualification called the Certified Professional for Requirements Engineering (CPRE). The certification defines the practical skills of a requirements engineer on various training levels. This book is designed for self-study and covers the curriculum for the Certified Professional for Requirements Engineering Foundation Level exam as defined by the IREB. The 2nd edition has been thoroughly revised and is aligned with the curriculum Version 2.2 of the IREB. In addition, some minor corrections to the 1st edition have been included. About IREB: The mission of the IREB is to contribute to the standardization of further education in the fields of business analysis and requirements engineering by providing syllabi and examinations, thereby achieving a higher level of applied requirements engineering. The IRE Board is comprised of a balanced mix of independent, internationally recognized experts in the fields of economy, consulting, research, and science.The IREB is a non-profit corporation.

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Book SynopsisIn Software Mistakes and Tradeoffs you'll learn from costly mistakes that Tomasz Lelek and Jon Skeet have encountered over their impressive careers. You'll explore real-world scenarios where poor understanding of tradeoffs lead to major problems down the road, to help you make better design decisions. Plus, with a little practice, you'll be able to avoid the pitfalls that trip up even the most experienced developers. Software Mistakes and Tradeoffs teaches you how to make better decisions about designing, planning, and implementing applications. You'll analyse real-world scenarios where the wrong tradeoff decisions were made, and discover what could have been done differently. The book lays out the pros and cons of different approaches and explores evergreen patterns that will always be relevant to software design. Code performance versus simplicity. Delivery speed versus duplication. Flexibility versus maintain ability—everydecision you make in software engineering involves balancing tradeoffs. Often, decisions that look good at the design stage can prove problematic in practice.This book reveals the questions you need to be asking to make the right decisions for your own software tradeoffs. Trade Review“I can saywith confidence that 100% of software developers ask themselves at least onequestion addressed in this book.” Nelson González “The code examples are good enough that even if you don't have experience with Java—you can still understand what the authors aretrying to convey.” John Henry Galino “Tomasz Lelek and Jon Skeet are here to guide developers through the minefield of software engineering.” Gilles Lachelini “Reading this book will make you wiser and turn youinto the Yoda of the Software Engineering biz!” Gregory Varghese “If you need a book to learn how to think like a better programmer...then this is the book.” Alex Saez “This book is vital for every developer, from beginner to advanced, to improve your code quality and resolve common problems.”Andres Sacco “This book holds valuable information and tips every programmer should know before doing bigger software projects.” RobertTrausmuth

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Book SynopsisTrade Review"...this excellent book covers a wide spectrum of digital design and computer architecture and organization…a necessary book for many digital design enthusiasts in the years to come." --Computing ReviewsTable of Contents1. From Zero to One2. Combinational Logic Design3. Sequential Logic Design4. Hardware Description Languages5. Digital Building Blocks6. Architecture7. Microarchitecture8. Memory Systems9. I/O Systems (online only) A. Digital System Implementation B. ARM Instructions

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Book SynopsisAn Interdisciplinary Approach to Modern Network Security presents the latest methodologies and trends in detecting and preventing network threats. Investigating the potential of current and emerging security technologies, this publication is an all-inclusive reference source for academicians, researchers, students, professionals, practitioners, network analysts and technology specialists interested in the simulation and application of computer network protection. It presents theoretical frameworks and the latest research findings in network security technologies, while analyzing malicious threats which can compromise network integrity. It discusses the security and optimization of computer networks for use in a variety of disciplines and fields. Touching on such matters as mobile and VPN security, IP spoofing and intrusion detection, this edited collection emboldens the efforts of researchers, academics and network administrators working in both the public and privatTable of ContentsChapter 1: Application of Artificial Intelligence in Cyber-security – A Detail Survey on Intrusion Detection System Chapter 2: IoMT data Security Approach: Blockchain in Healthcare Chapter 3: Machine Learning Approach for Network Intrusion Detection SystemChapter 4: Deep learning approach for network intrusion detection systemChapter 5: Firewalls and SecurityChapter 6: Application of Machine Learning and Deep Learning in Cyber Security: An Innovative ApproachChapter 7: A Modified Authentication Approach for Cloud computing in E-Healthcare SystemChapter 8: Advanced Security System in Video Surveillance for COVID-19Chapter 9: Secure Sound and Data Communication via Li-FiChapter 10: A Novel Secured Method for Rapid Data Accumulation in Energy Aware WSN

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Book SynopsisBoth a tutorial and a reference guide, this manual presents a number of techniques for solving recurring software design problems in a comprehensive manner which includes many guidelines and constraints regarding practical applications.Table of ContentsAbout this Book xi Guide to the Reader xvii 1 Patterns 1 2 Architectural Patterns 25 3 Design Patterns 221 4 Idioms 345 5 Pattern Systems 359 6 Patterns and Software Architecture 383 7 The Pattern Community 413 8 Where Will Patterns Go? 419 9 Notations 429 Glossary 433 References 441 Index of Patterns 455 Index 459

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Book SynopsisThis second edition continues to provide a clear introduction to formal reasoning which is both relevant to the needs of modern computer science and rigorous enough for practical application. Improvements have been made throughout, with many extra and expanded sections and exercises. The coverage of model-checking has been substantially updated.Trade Review'… an unusual, inspiring and remarkable book … one can find in it all the material which is suitable for undergraduate and beginning graduate students in computer science and electrical engineering who will profit by using it in their professional activities in the near future.' Zentralblatt MATH'The second edition of this successful textbook continues to provide a clear introduction to formal reasoning relevant to the needs of modern computer science and sufficiently exacting for practical applications.' Phinews'This book provides an elegant introduction to formal reasoning that is relevant to computation science. This second edition improves the first one with extra and expanded sections on temporal logic model checking, SAT solvers, second-order logic, the Alloy specification language, and programming by contract. The material is up-to-date and practical …' Zentralblatt MATHTable of ContentsForeword; 1. Propositional logic; 2. Predicate logic; 3. Verification by model checking; 4. Program verification; 5. Modal logics and agents; 6. Binary decision diagrams; Bibliography; Index.

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Book SynopsisGrid Database Design investigates the origin, background, and components of this new computing model. This book presents new concepts and analyzes pre-existing ideas in the context of Grid, educating organizations as to how Grid can increase their computing power and strengthen their operations.Divided into three sections, the volume begins by laying the groundwork in the field, defining the concepts that led to the model's emergence. The second section explains what is entailed in building a Grid, focusing on security, hardware, and the forces driving growth. The final section explores details of databases in a Grid environment, illustrating how the Grid environment will shape database evolution.Grid Database Design reveals what will be coming in the near future, allowing database and systems administrators, programmers, and executives to get beyond the rumblings about this up-and-coming model and learn what Grid can offer to benefit their organizations.Table of ContentsIn the beginning. The parts and pieces. Databases in the grid.

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Book SynopsisKnowledge-based systems and solving knowledge integrating problems have seen a great surge of research activity in recent years. Knowledge Integration Methods provides a wide snapshot of building knowledge-based systems, inconsistency measures, methods for handling consistency, and methods for integrating knowledge bases. The book also provides the mathematical background to solving problems of restoring consistency and integrating probabilistic knowledge bases in the integrating process. The research results presented in the book can be applied in decision support systems, semantic web systems, multimedia information retrieval systems, medical imaging systems, cooperative information systems, and more. This text will be useful for computer science graduates and PhD students, in addition to researchers and readers working on knowledge management and ontology interpretation.Table of Contents1. Introduction 2. Probabilistic Knowledge-based Systems 3. Consistency Measures for Probabilistic Knowledge Bases 4. Methods for Restoring Consistency in Probabilistic Knowledge Bases 5. Distance-Based Methods for Integrating Probabilistic Knowledge Bases 6. Value-based Method for Integrating Probabilistic Knowledge Bases 7. Experiments and Applications 8. Conclusions and Open Problems

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Book SynopsisThe second in a new series exploring the basics of Raspberry Pi Operating System administration, this installment builds on the insights provided in Volume 1 to provide a compendium of easy-to-use and essential Raspberry Pi OS system administration for the novice user, with specific focus on Python and Python3.The overriding idea behind system administration of a modern, 21st-century Linux system such as the Raspberry Pi OS is the use of systemd to ensure that the Linux kernel works efficiently and effectively to provide these three foundation stones of computer operation and management: computer system concurrency, virtualization, and secure persistence. Exercises are included throughout to reinforce the readers' learning goals with solutions and example code provided on the accompanying GitHub site.This book is aimed at students and practitioners looking to maximize their use of the Raspberry Pi OS. With plenty of practical examples, projects, and exercises, this volTable of ContentsSeries Preface. Volume 2 Preface. 0. "Quick Start" into Sysadmin for the Raspberry Pi OS. 1. Raspberry Pi OS System Administration Fundamentals. 2. Python3. Questions, Problems, and Projects. Index.

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a huge range and FREE tracked UK delivery on ALL orders.

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a huge range and FREE tracked UK delivery on ALL orders.

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a huge range and FREE tracked UK delivery on ALL orders.

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a huge range and FREE tracked UK delivery on ALL orders.

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Book SynopsisConsolidating recent research in the area, the Handbook on Mobile and Ubiquitous Computing: Status and Perspective illustrates the design, implementation, and deployment of mobile and ubiquitous systems, particularly in mobile and ubiquitous environments, modeling, database components, and wireless infrastructures.Supplying an overarching perspective, the book is ideal for researchers, graduate students, and industry practitioners in computer science and engineering interested in recent developments in mobile and ubiquitous computing. It discusses new trends in intelligent systems, reviews sensory input and multimedia information, and examines embedded real-time systems. With coverage that spans security, privacy, and trust, the book is divided into six parts: Mobile and Ubiquitous Computingâillustrates the concepts, design, implementation, and deployment of mobile and ubiquitous systems Smart Environments and Agent SystemsâdiscTable of ContentsMobile and Ubiquitous Computing. Smart Environments and Agent Systems. Human–Computer Interaction (HCI) and Multimedia Computing. Security, Privacy, and Trust Management. Embedded Real-Time Systems. Networking Sensing and Communications.

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Book SynopsisThis book presents insights, interpretations, concepts, and interdependent viewsin the landscape of mobile connectivity and servicethat emphasize the significance of a harmonious interplay, cooperation, and coalescing of a variety of interdisciplinary domains of science and art.Mobile Evolution: Insights on Connectivity and Service explores the forward-looking and enabling capabilities of mobile connectivity and service in the context of long term evolution (LTE) systems and multimedia services, as viewed through a lens of human experience. It provides information and guidelines pertaining to the strategies and technologies associated with the next-generation mobile ecosystem.The book examines the intersection between the technology and the human dimension in the context of the ever-changing landscape. It arms you with ideas that you can apply to design, innovation, strategy, and business models for the various facets of mobile communication connectivity and sTable of ContentsGenesis of Personal Communications. Elements of Standardization. Connectivity. Service. Interdependence: Renaissance of Multifaceted Convergence

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Book SynopsisThe book provides a comprehensive guide to vehicular social networks. The book focuses on a new class of mobile ad hoc networks that exploits social aspects applied to vehicular environments. Selected topics are related to social networking techniques, social-based routing techniques applied to vehicular networks, data dissemination in VSNs, architectures for VSNs, and novel trends and challenges in VSNs. It provides significant technical and practical insights in different aspects from a basic background on social networking, the inter-related technologies and applications to vehicular ad-hoc networks, the technical challenges, implementation and future trends.Table of Contents Introduction to VSNs Kardelen Cepni, Mustafa Ozger, and Ozgur B. Akan, "Vehicular Social Sensor Networks" Flavio Esposito, "Architectures for Social Vehicular Network Programmability" Data Dissemination in VSNs Leandros A. Maglaras, Pavlos Basaras, Dimitrios Katsaros, and Helge Janicke, "Social Clustering of Vehicles" Mahmoud Hashem Eiza and Qi Shi, "Social Evolving Graph-Based Connectivity Model for Vehicular Social Networks" Felipe D. da Cunha, Guilherme Maia, Leandro Villas, Aline Carneiro Viana, Raquel Mini, and Antonio A. F. Loureiro, "Socially Inspired Dissemination in VSNs" Applications and Security in VSNs Syed Fakhar Abbas, William Liu, Quan Bai, Adnan Al-Anbuky and Aminu Bello Usman, "Revealing the Role of Structural Transitivity in Building the Sustainable Community-Aware Vehicular Social Networks" Elif Bozkaya and Berk Canberk, "Crowdsourcing Applications for Vehicular Social Networks" 8 Farzad Safaei, "Efficacy of ridesharing as the basis for a dependable public transport system for Vehicular Social Networks" 9 Hongyu Jin, Mohammad Khodaei, and Panos Papadimitratos, "Security and Privacy in Vehicular Social Networks"

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Book SynopsisThis book presents the different challenges of secure processor architecture design for architects working in industry who want to add security features to their designs as well as graduate students interested in research on architecture and hardware security.It educates readers about how the different challenges have been solved in the past and what are the best practices, i.e., the principles, for design of new secure processor architectures. Based on the careful review of past work by many computer architects and security researchers, readers also will come to know the five basic principles needed for secure processor architecture design. The book also presents existing research challenges and potential new research directions. Finally, it presents numerous design suggestions, as well as discussing pitfalls and fallacies that designers should avoid.With growing interest in computer security and the protection of the code and data which execute on commodity computers, the amount of hardware security features in today's processors has increased significantly over the recent years. No longer of just academic interest, security features inside processors have been embraced by industry as well, with a number of commercial secure processor architectures available today. This book gives readers insights into the principles behind the design of academic and commercial secure processor architectures. Secure processor architecture research is concerned with exploring and designing hardware features inside computer processors, features which can help protect confidentiality and integrity of the code and data executing on the processor. Unlike traditional processor architecture research that focuses on performance, efficiency, and energy as the first-order design objectives, secure processor architecture design has security as the first-order design objective (while still keeping the others as important design aspects that need to be considered).Table of Contents Preface Acknowledgments Introduction Basic Computer Security Concepts Secure Processor Architectures Trusted Execution Environments Hardware Root of Trust Memory Protections Multiprocessor and Many-Core Protections Side-Channel Threats and Protections Security Verification of Processor Architectures Principles of Secure Processor Architecture Design Bibliography Online Resources Author's Biography

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Book SynopsisThis open access book was prepared as a Final Publication of the COST Action IC1406 “High-Performance Modelling and Simulation for Big Data Applications (cHiPSet)“ project. Long considered important pillars of the scientific method, Modelling and Simulation have evolved from traditional discrete numerical methods to complex data-intensive continuous analytical optimisations. Resolution, scale, and accuracy have become essential to predict and analyse natural and complex systems in science and engineering. When their level of abstraction raises to have a better discernment of the domain at hand, their representation gets increasingly demanding for computational and data resources. On the other hand, High Performance Computing typically entails the effective use of parallel and distributed processing units coupled with efficient storage, communication and visualisation systems to underpin complex data-intensive applications in distinct scientific and technical domains. It is then arguably required to have a seamless interaction of High Performance Computing with Modelling and Simulation in order to store, compute, analyse, and visualise large data sets in science and engineering. Funded by the European Commission, cHiPSet has provided a dynamic trans-European forum for their members and distinguished guests to openly discuss novel perspectives and topics of interests for these two communities. This cHiPSet compendium presents a set of selected case studies related to healthcare, biological data, computational advertising, multimedia, finance, bioinformatics, and telecommunications.Table of ContentsWhy High-Performance Modelling and Simulation for Big Data Applications Matters.- Parallelization of hierarchical matrix algorithms for electromagnetic scattering problems.- Tail Distribution and Extreme Quantile Estimation using Non-Parametric Approaches.- Towards efficient and scalable data-intensive content delivery: State-of-the-art, issues and challenges.- Big Data in 5G Distributed Applications.- Big Data Processing, Analysis and Applications in Mobile Cellular Networks.- Medical Data Processing and Analysis for Remote Health and Activities Monitoring.- Towards human cell simulation.- Cloud-based High Throughput Virtual Screening in Novel Drug Discovery.- Ultra Wide Band Body Area Networks: Design and integration with Computational Clouds.- Survey on AI-based multimodal methods for emotion detection.- Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-oriented Survey of the State-of-the-Art in the Cloud Era.

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Book SynopsisThis book constitutes the proceedings of the 32nd International Conference on Architecture of Computing Systems, ARCS 2019, held in Copenhagen, Denmark, in May 2019. The 24 full papers presented in this volume were carefully reviewed and selected from 40 submissions. ARCS has always been a conference attracting leading-edge research outcomes in Computer Architecture and Operating Systems, including a wide spectrum of topics ranging from embedded and real-time systems all the way to large-scale and parallel systems. The selected papers are organized in the following topical sections: Dependable systems; real-time systems; special applications; architecture; memory hierarchy; FPGA; energy awareness; NoC/SoC. The chapter 'MEMPower: Data-Aware GPU Memory Power Model' is open access under a CC BY 4.0 license at link.springer.com.Table of ContentsDependable Systems.- Hardware/Software Co-designed Security Extensions for Embedded Devices.- SDES - Scalable Software Support for Dependable Embedded Systems.- Real-Time Systems.- Asynchronous Critical Sections in Real-Time Multiprocessor Systems.- Resource-Aware Parameter Tuning for Real-Time Applications.- A Hybrid NoC Enabling Fail-Operational and Hard Real-Time Communication in MPSoC.- Special Applications.- DSL-based Acceleration of Automotive Environment Perception and Mapping Algorithms for embedded CPUs, GPUs, and FPGAs.- Applying the Concept of Artificial DNA and Hormone System to a Low-Performance Automotive Environment.- A Parallel Adaptive Swarm Search Framework for Solving Black-Box Optimization Problems.- Architecture.- Leros: the Return of the Accumulator Machine.- A Generic Functional Simulation of Heterogeneous Systems.- Evaluating Dynamic Task Scheduling in a Task-based Runtime System for Heterogeneous Architectures.- Dynamic Scheduling of Pipelined Functional Units in Coarse-Grained Reconfigurable Array Elements.- Memory Hierarchy.- CyPhOS { A Component-based Cache-Aware Multi-Core Operating System.- Investigation of L2-Cache interferences in a NXP QorIQ T4240 multicore processor.- MEMPower: Data-Aware GPU Memory Power Model.- FPGA.- Effective FPGA Architecture for General CRC.- Receive-Side Notification for Enhanced RDMA in FPGA Based Networks.- An Efficient FPGA Accelerator Design for Optimized CNNs using OpenCL.- Energy Awareness.- The Return of Power Gating: Smart Leakage Energy Reductions in Modern Out-of-Order Processor Architectures.- A Heterogeneous and Reconfigurable Embedded Architecture for Energy-efficient Execution of Convolutional Neural Networks.- An energy efficient embedded processor for hard real-time Java applications.- NoC/SoC.- A Minimal Network Interface for a Simple Network-on-Chip.- Network Coding in Networks-on-Chip with Lossy Links.- Application Specific Reconfigurable SoC Interconnection Network Architectures.

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Book SynopsisThis book constitutes the refereed proceedings of the 13th European Conference on Software Architecture, ECSA 2019, held in Paris, France, in September 2019. In the Research Track, 11 full papers presented together with 4 short papers were carefully reviewed and selected from 63 submissions. They are organized in topical sections as follows: Services and Micro-services, Software Architecture in Development Process, Adaptation and Design Space Exploration, and Quality Attributes. In the Industrial Track, 6 submissions were received and 3 were accepted to form part of these proceedings. Table of ContentsServices and Micro-services.- Guiding Architectural Decision Making on Service Mesh Based Microservice Architectures.- Supporting Architectural Decision Making on Data Management in Microservice Architectures.- From a Monolith to a Microservices Architecture: An Approach Based on Transactional Contexts.- Software Architecture in Development Process.- An Exploratory Study of Naturalistic Decision Making in Complex Software Architecture Environments.- Evaluating the Effectiveness of Multi-level Greedy Modularity Clustering for Software Architecture Recovery.- What Quality Attributes Can we Find in Product Backlogs? A Machine Learning Perspective.- Architecturing Elastic Edge Storage Services for Data-Driven Decision Making.- Adaptation and Design Space Exploration.- Continuous Adaptation Management in Collective Intelligence Systems.- ADOOPLA – Product-Line- and Product-Level PLA Optimization.- Assessing Adaptability of Software Architectures for Cyber Physical Production Systems.- Quality Attributes.- Optimising Architectures for Performance, Cost, and Security.- QoS-based Formation of Software Architectures in the Internet of Things.- A Survey on Big Data Analytics Solutions Deployment.- Assessing the Quality Impact of Features in Component-based Software Architectures.- Components and Design Alternatives in E-Assessment Systems.- Industry track.- A Four-Layer Architecture Pattern for Constructing and Managing Digital Twins.- Tool Support for the Migration to Microservice Architecture: An Industrial Case Study.- ACE: Easy Deployment of Field Optimization Experiments.

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Book SynopsisA unique feature of this open access textbook is to provide a comprehensive introduction to the fundamental knowledge in embedded systems, with applications in cyber-physical systems and the Internet of things. It starts with an introduction to the field and a survey of specification models and languages for embedded and cyber-physical systems. It provides a brief overview of hardware devices used for such systems and presents the essentials of system software for embedded systems, including real-time operating systems. The author also discusses evaluation and validation techniques for embedded systems and provides an overview of techniques for mapping applications to execution platforms, including multi-core platforms. Embedded systems have to operate under tight constraints and, hence, the book also contains a selected set of optimization techniques, including software optimization techniques. The book closes with a brief survey on testing. This fourth edition has been updated and revised to reflect new trends and technologies, such as the importance of cyber-physical systems (CPS) and the Internet of things (IoT), the evolution of single-core processors to multi-core processors, and the increased importance of energy efficiency and thermal issues.Table of ContentsChapter 1. Introduction.- Chapter 2. Specifications and Modeling.- Chapter 3. Embedded System Hardware.- Chapter 4. System Software.- Chapter 5. Evaluation and Validation.- Chapter 6. Application Mapping.- Chapter 7. Optimization.- Chapter 8. Test.

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Book SynopsisThis updated textbook covers digital design, fundamentals of computer architecture, and ARM assembly language. The book starts by introducing computer abstraction, basic number systems, character coding, basic knowledge in digital design, and components of a computer. The book goes on to discuss information representation in computing, Boolean algebra and logic gates, and sequential logic. The book also presents introduction to computer architecture, Cache mapping methods, and virtual memory. The author also covers ARM architecture, ARM instructions, ARM assembly language using Keil development tools, and bitwise control structure using C and ARM assembly language. The book includes a set of laboratory experiments related to digital design using Logisim software and ARM assembly language programming using Keil development tools. In addition, each chapter features objectives, summaries, key terms, review questions, and problems.Table of ContentsChapter1: Signal and number systems.- Chapter2: Boolean Logics and Logic Gates.- Chapter3: Minterms, Maxterms, Karnaugh Map (K-Map), and Universal Gates.- Chapter4: Combinational Logic.- Chapter5: Synchronous Sequential Logic.- Chapter6: Introduction to Computer Architecture.- Chapter7: Memory.- Chapter8: Assembly Language and ARM Instructions Part I.- Chapter9: ARM Assembly Language Programming Using Keil Development Tools.- Chapter10: ARM Instructions Part II and Instraction Formats.- Chapter11: Bitwise and Control Structures Used for Programming with C and ARM Assembly Language.

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Book SynopsisThis book targets engineers and researchers familiar with basic computer architecture concepts who are interested in learning about on-chip networks. This work is designed to be a short synthesis of the most critical concepts in on-chip network design. It is a resource for both understanding on-chip network basics and for providing an overview of state of-the-art research in on-chip networks. We believe that an overview that teaches both fundamental concepts and highlights state-of-the-art designs will be of great value to both graduate students and industry engineers. While not an exhaustive text, we hope to illuminate fundamental concepts for the reader as well as identify trends and gaps in on-chip network research. With the rapid advances in this field, we felt it was timely to update and review the state of the art in this second edition. We introduce two new chapters at the end of the book. We have updated the latest research of the past years throughout the book and also expanded our coverage of fundamental concepts to include several research ideas that have now made their way into products and, in our opinion, should be textbook concepts that all on-chip network practitioners should know. For example, these fundamental concepts include message passing, multicast routing, and bubble flow control schemes.Table of ContentsPreface.- Acknowledgments.- Introduction.- Interface with System Architecture.- Topology.- Routing.- Flow Control.- Router Microarchitecture.- Modeling and Evaluation.- Case Studies.- Conclusions.- References.- Authors' Biographies.

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Book SynopsisThis book constitutes the proceedings of the 33rd International Conference on Parallel and Distributed Computing, Euro-Par 2022, held in GLasgow, UK, in August 2022.The 25 full papers presented in this volume were carefully reviewed and selected from 102 submissions. The conference Euro-Par 2022 covers all aspects of parallel and distributed computing, ranging from theory to practice, scaling from the smallest to the largest parallel and distributed systems, from fundamental computational problems and models to full-fledged applications, from architecture and interface design and implementation to tools, infrastructures and applications. Table of ContentsCompilers, Tools and Environments.- Performance and Power Modeling, Prediction and Evaluation.- Scheduling and Load Balancing.- Data Management, Analytics and Machine Learning.- Cluster and Cloud Computing.- Theory and Algorithms for Parallel and Distributed Processing.- Parallel and Distributed Programming, Interfaces, and Languages.- Multicore and Manycore Parallelism.- Parallel Numerical Methods and Applications.

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Book SynopsisThis book constitutes the proceedings of the 19th International Workshop on OpenMP, IWOMP 2023, held in Bristol, UK, during September 13–15, 2023.The 15 full papers presented in this book were carefully reviewed and selected from 20 submissions. The papers are divided into the following topical sections: OpenMP and AI; Tasking Extensions; OpenMP Offload Experiences; Beyond Explicit GPU Support; and OpenMP Infrastructure and Evaluation.Table of Contents​OpenMP and AI: Advising OpenMP Parallelization via a Graph-Based Approach with Transformers.- Towards Effective Language Model Application in High-Performance Computing.- OpenMP Advisor: A Compiler Tool for Heterogeneous Architectures.- Tasking Extensions: Introducing Moldable Task in OpenMP.- Suspending OpenMP Tasks on Asynchronous Events: Extending the Taskwait Construct.- How to Efficiently Parallelize Irregular DOACROSS Loops Using Fine-Grained Granularity and OpenMP Tasks? The mcf Case.- OpenMP Offload Experiences: The Kokkos OpenMPTarget Backend: Implementation and Lessons Learned.- Fine-Grained Parallelism on GPUs Using OpenMP Target Offloading.- Improving a Multigrid Poisson Solver with Peer-to-Peer Communication and Task Dependencies.- Beyond Explicit GPU Support: Multipurpose Cacheing to accelerate OpenMP Target Regions on FPGAs.- Generalizing Hierarchical Parallelism.- Exploring the Limits of Generic Code Execution on GPUs via Direct (OpenMP) Offload.- OpenMP Infrastructure and Evaluation: Improving Simulations of Task-Based Applications on Complex NUMA Architectures.- Experimental Characterization of OpenMP Offloading Memory Operations and Unified Shared Memory Support.- OpenMP Reverse Offloading Using Shared Memory Remote Procedure Calls.

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Book SynopsisThis textbook for courses in Digital Systems Design introduces students to the fundamental hardware used in modern computers. Coverage includes both the classical approach to digital system design (i.e., pen and paper) in addition to the modern hardware description language (HDL) design approach (computer-based). Using this textbook enables readers to design digital systems using the modern HDL approach, but they have a broad foundation of knowledge of the underlying hardware and theory of their designs. This book is designed to match the way the material is actually taught in the classroom. Topics are presented in a manner which builds foundational knowledge before moving onto advanced topics. The author has designed the presentation with learning goals and assessment at its core. Each section addresses a specific learning outcome that the student should be able to “do” after its completion. The concept checks and exercise problems provide a rich set of assessment tools to measure student performance on each outcome.Table of ContentsIntroduction – Analog Vs. Digital.- Number Systems.- Digital Circuitry & Interfacing.- Combinational Logic Design.- Verilog (Part 1).- MSI Logic.- Sequential Logic Design.- Verilog (Part 2).- Behavioral Modeling of Sequential Logic.- Memory.- Programmable Logic.- Arithmetic Circuits.- Computer System Design.- Appendix A: List of Worked Examples.

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Book Synopsis As classic digital computers are about to reach their physical and architectural boundaries, interest in unconventional approaches to computing, such as quantum and analog computers, is rapidly increasing. For a wide variety of practical applications, analog computers can outperform classic digital computers in terms of both raw computational speed and energy efficiency. This makes them ideally suited a co-processors to digital computers, thus forming hybrid computers. This second edition of "Analog and Hybrid Computer Programming" provides a thorough introduction to the programming of analog and hybrid computers. It contains a wealth of practical examples, ranging from simple problems such as radioactive decay, harmonic oscillators, and chemical reaction kinetics to advanced topics which include the simulation of neurons, chaotic systems such as a double-pendulum simulation and many more. In addition to these examples, it contains a chapter on special functions which can be used as "subroutines" in an analog computer setup.

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Book SynopsisThis book constitutes the refereed proceedings of the 20th Brazilian Symposium on Formal Methods, SBMF 2017, which took place in Recifel, Brazil, in November/December 2017.The 16 papers presented together with three invited talks were carefully reviewed and selected from 37 submissions. They are organized in the following topical sections: formal methods integration and experience reports; model checking; refinement and verification; and semantics and languages.The chapter 'Rapidly Adjustable Non-Intrusive Online Monitoring for Multi-core Systems' is published open access under a CC BY 4.0 license.Table of ContentsFormal methods integration and experience reports.- Model checking.- Refinement and verification.- Semantics and languages.

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Book SynopsisThis book demystifies how Kubernetes networking actually works by walking through a simple but practical simulation that mirrors reality as closely as possible, while skipping the gory details.Widespread adoption of container orchestration platforms like Kubernetes have spawned a whole field of industry products, startups and academic research in the field of container networking, typically termed as cloud-native networking. But, what is cloud-native networking? What are the various pieces and how do they fit together?Over recent years, most applications have been deployed on cloud infrastructure. Kubernetes has been the widely adopted orchestrator for these clouds. Application developers in most cases are unaware of the underlying plumbing in Kubernetes that holds their applications running as containers. Networking is an integral part of any Kubernetes environment and efficiently drives the various abstractions provided by it. Needless to say, it greatly effects the performance of applications, which in general have a humongous amount of inter-microservice communication. The impact is even more profound in multiple cloud environments.Table of Contents1. Introduction to Kubernetes Concepts 2. Workers and Containers 3. Container–Container Networking 4. Services 5. Exposing Services 6. Multi-cluster Networking

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Book SynopsisThis book provides comprehensive coverage of building an end-to-end view on how to architect, design, and orchestrate a 5G capable network that will integrate with 5G RAN, IP transport, datacenters, Telco Cloud, and 5G packet networks. It contains real-world examples with challenges and success strategies for deploying 5G Transport with closed-loop automation. It also focuses on aspects like scale, performance, latency, security, and manageability while building 5G transport for some of the world''s largest 5G networks as well as migration approaches from 4G to 5G transport and core network.5G is an emerging technology that mobile service providers (MNO/MVNO) across the world are embracing. They are willing to invest in enabling their infrastructure for 5G and explore new business opportunities with their enterprise/mobile customers. As per the Gartner survey, the majority of communication service provider (CSP) revenue will come from 5G.5G is going to open the door to new applications such as wireless virtual reality, low latency machine-to-machine communication, smart city infrastructure, autonomous vehicles, IoT deployment, artificial intelligence-based applications, industrial automation and so much more.

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Book SynopsisA hands-on introduction to FPGA prototyping and SoC design This Second Edition of the popular book follows the same learning-by-doing approach to teach the fundamentals and practices of VHDL synthesis and FPGA prototyping. It uses a coherent series of examples to demonstrate the process to develop sophisticated digital circuits and IP (intellectual property) cores, integrate them into an SoC (system on a chip) framework, realize the system on an FPGA prototyping board, and verify the hardware and software operation. The examples start with simple gate-level circuits, progress gradually through the RT (register transfer) level modules, and lead to a functional embedded system with custom I/O peripherals and hardware accelerators. Although it is an introductory text, the examples are developed in a rigorous manner, and the derivations follow strict design guidelines and coding practices used for large, complex digital systems. The new edition is completely Table of ContentsPreface ix Acknowledgments xv PART I BASIC DIGITAL CIRCUITS DEVELOPMENT 1 Gate-level Combinational Circuit 1 1.1 Overview of VHDL 1 1.2 General description 2 1.3 Structural description 6 1.4 Top-level signal mapping 8 1.5 Testbench 9 1.6 Bibliographic notes 11 1.7 Suggested experiments 11 2 Overview of FPGA and EDA software 13 2.1 FPGA 13 2.2 Overview of the Digilent Nexys 4 DDR board 15 2.3 Development flow 16 2.4 Xilinx Vivado Design Suite 18 2.5 Bibliographic notes 18 2.6 Suggested experiments 18 3 RT-level combinational circuit 23 3.1 RT-level components 23 3.2 Routing circuit with concurrent assignment statements 29 3.3 Modeling with a process 34 3.4 Routing circuit with if and case statements 36 3.5 Constants and generics 41 3.6 Replicated structure 44 3.7 Design examples 46 3.8 Bibliographic notes 58 3.9 Suggested experiments 58 4 Regular Sequential Circuit 61 4.1 Introduction 61 4.2 HDL code of the FF and register 64 4.3 Simple design examples 67 4.4 Testbench for sequential circuits 72 4.5 Case study 75 4.6 Timing and clocking 87 4.7 Bibliographic notes 90 4.8 Suggested experiments 90 5 FSM 93 5.1 Introduction 93 5.2 FSM code development 97 5.3 Design examples 100 5.4 Bibliographic notes 110 5.5 Suggested experiments 110 6 FSMD 113 6.1 Introduction 113 6.2 Code development of an FSMD 119 6.3 Design examples 125 6.4 Bibliographic notes 140 6.5 Suggested experiments 141 7 RAM and Buffer of FPGA 145 7.1 Embedded memory of FPGA device 145 7.2 General description for RAM-like component 147 7.3 FIFO buffer 153 7.4 HDL templates for memory inference 158 7.5 Overview of memory controller 164 7.6 Bibliographic notes 166 7.7 Suggested experiments 166 PART II EMBEDDED SOC I: VANILLA FPRO SYSTEM 8 Overview of Embedded SoC Systems 171 8.1 Embedded SoC 171 8.2 Development Flow of Embedded SoC 173 8.3 FPro SoC Platform 176 8.4 Adaption on Digilent Nexys 4 DDR board 180 8.5 Portability 182 8.6 Organization 184 8.7 Bibliographic notes 184 9 Bare Metal System Software Development 187 9.1 Bare metal system development overview 187 9.2 Memory-mapped I/O 189 9.3 Direct I/O Register Access 191 9.4 Robust I/O Register Access 193 9.5 Techniques for low-level I/O operations 197 9.6 Device Drivers 199 9.7 FPro Utility Routines and Directory Structure 204 9.8 Test program 208 9.9 Bibliographic notes 211 9.10 Suggested experiments 211 10 FPro Bus Protocol and MMIO Slot Specification 213 10.1 FPro Bus 213 10.2 Interface with bus 216 10.3 MMIO I/O core 222 10.4 Timer core development 226 10.5 MMIO controller 229 10.6 MCS I/O bus and bridge 234 10.7 Vanilla FPRO System Construction 238 10.8 Bibliographic notes 240 10.9 Suggested experiments 240 11 UART Core 243 11.1 Introduction 243 11.2 UART Construction 245 11.3 UART core development 253 11.4 UART driver 256 11.5 Additional Project Ideas 262 11.6 Bibliographic notes 265 11.7 Suggested experiments 266 PART III EMBEDDED SOC II: BASIC I/O CORES 12 Xilinx XADC Core 271 12.1 Overview of XADC 271 12.2 XADC core development 273 12.3 XADC core device driver 278 12.4 Sampler FPro System 281 12.5 Additional Project Ideas 291 12.6 Bibliographic notes 292 12.7 Suggested experiments 292 13 Pulse Width Modulation Core 295 13.1 Introduction 295 13.2 PWM Design 296 13.3 PWM core development 299 13.4 PWM driver 302 13.5 Testing 303 13.6 Project ideas 304 13.7 Suggested experiments 305 14 Debouncing core and LED-Mux Core 307 14.1 Debouncing Core 307 14.2 LED-Mux Core 313 14.3 Project Ideas 319 14.4 Suggested Experiments 320 15 SPI Core 323 15.1 Overview 323 15.3 SPI Core Development 333 15.4 SPI Driver 336 15.5 Test 338 15.6 Project Ideas 341 15.7 Bibliographic notes 342 15.8 Suggested Experiments 342 16 I2C Core 347 16.1 Overview 347 16.2 I2C Controller 350 16.3 I2C Core Development 360 16.4 I2C Driver 361 16.5 Test 365 16.6 Project Idea 366 16.7 Bibliographic notes 367 16.8 Suggested experiments 367 17 PS2 Core 371 17.1 Introduction 371 17.2 PS2 Controller 373 17.3 PS2 core development 383 17.4 PS2 driver 384 17.5 Test 393 17.6 Bibliographic notes 394 17.7 Suggested experiments 394 18 Sound I: DDFS Core 397 18.1 Introduction 397 18.2 Design and implementation 397 18.3 Fixed-point arithmetic 400 18.4 DDFS Construction 402 18.5 DAC (digital-to-analog converter) 404 18.6 DDFS core development 407 18.7 DDFS driver 409 18.8 Testing 412 18.9 Bibliographic notes 413 18.10 Suggested experiments 413 19 Sound II: ADSR Core 415 19.1 Introduction 415 19.2 ADSR envelope generator 416 19.3 ADSR core development 421 19.4 ADRS driver 423 19.5 Testing 429 19.6 Project Idea 430 19.7 Bibliographic notes 431 19.8 Suggested experiments 431 PART IV EMBEDDED SOC III: VIDEO CORES 20 Introduction to Video System 435 20.1 Introduction to a video display 435 20.2 Stream interface 437 20.3 VGA Synchronization 439 20.4 Bar test-pattern generator 448 20.5 Color-to-grayscale conversion circuit 449 20.6 Demo video system 451 20.7 Advanced video standards 452 20.8 Bibliographic notes 453 20.9 Suggested experiments 454 21 FPro Video Subsystem 457 21.1 Organization of video subsystem 457 21.2 FPro video IP core 461 21.3 Example video cores 466 21.4 FPro video synchronization core 470 21.5 Daisy video subsystem 479 21.6 Vanilla daisy FPro system 486 21.7 Video driver and testing program 490 21.8 Bibliographic notes 493 21.9 Suggested experiments 493 22 Sprite Core 497 22.1 Introduction 497 22.2 Basic design 498 22.3 Mouse pointer core 500 22.4 “Ghost” character core 505 22.5 Sprite core driver and testing program 513 22.6 Bibliographic notes 516 22.7 Suggested experiments 516 23 On-Screen-Display Core 519 23.1 Introduction to tile graphics 519 23.2 Basic OSD design 521 23.3 OSD core 524 23.4 OSD core driver and testing program 530 23.5 Bibliographic notes 532 23.6 Suggested experiments 532 24 VGA Frame Buffer Core 535 24.1 Overview 535 24.2 Frame buffer core 536 24.3 Register map 540 24.4 Driver and testing program 542 543 24.5 Project Ideas 545 24.6 Bibliographic notes 547 24.7 Suggested experiments 547 PART V EPILOGUE 25 What Next 553 References 557 Appendix A: Tutorials 561 A.1 Overview of Xilinx Vivado IDE 561 A.2 Short tutorial on Vivado hardware development 565 A.3 Short tutorial on Vivado simulation 570 A.4 Tutorial on IP instantiation 574 A.5 Short tutorial on FPro system development 580 A.6 Bibliographic notes 587 Topic Index 589

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Book SynopsisIdeal for enterprise architects, IT managers, application architects, and data engineers, this book shows you how to overcome the many challenges that emerge during Hadoop projects.

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Book SynopsisLearn the Raspberry Pi 3 from the experts! Raspberry Pi User Guide, 4th Edition is the "unofficial official" guide to everything Raspberry Pi 3. Written by the Pi's creator and a leading Pi guru, this book goes straight to the source to bring you the ultimate Raspberry Pi 3 manual.Table of ContentsIntroduction 1 Programming is Fun! 1 A Bit of History 3 So What Can You Do with the Raspberry Pi? 8 Part I The Board 11 Chapter 1 Meet the Raspberry Pi 13 A Trip Around the Board 13 Model A/B 16 Model A+/B+ 16 Raspberry Pi 2 17 Raspberry Pi 3 18 Raspberry Pi Zero 19 A Bit of Background 20 ARM Versus x86 20 Windows Versus Linux 21 Chapter 2 Getting Started with the Raspberry Pi 23 Connecting a Display 23 Composite Video 24 HDMI Video 25 DSI Video 26 Connecting Audio 26 Connecting a Keyboard and Mouse 27 Installing NOOBS on an SD Card 29 Connecting External Storage 30 Connecting the Network 31 Wired Networking 32 Wireless Networking 33 Connecting Power 34 Installing the Operating System 35 Installing Using NOOBS 35 Installing Manually 37 Connecting Bluetooth Devices 41 Chapter 3 Linux System Administration 43 Linux: An Overview 43 Linux Basics 46 Introducing Raspbian 46 About Raspbian’s Parent, Debian 51 Alternatives to Raspbian 51 Using External Storage Devices 52 Creating a New User Account 54 File System Layout 54 Logical Layout 55 Physical Layout 57 Installing and Uninstalling Software 57 Managing Software Graphically 57 Managing Software at the Command Line 58 Finding the Software You Want 60 Installing Software 61 Uninstalling Software 62 Upgrading Software 62 Shutting the Pi Down Safely 63 Chapter 4 Troubleshooting 65 Keyboard and Mouse Diagnostics 65 Power Diagnostics 66 Display Diagnostics 68 Boot Diagnostics 69 Network Diagnostics 69 Chapter 5 Network Configuration 73 Wired Networking 73 Connecting to a Wired Network via the GUI 73 Connecting to a Wired Network via the Console 75 Testing Your Connectivity 76 Wireless Networking 76 Connecting to a Wireless Network via the GUI 77 Connecting to a Wireless Network via the Console 79 Chapter 6 The Raspberry Pi Configuration Tool 85 Running the Tool 85 The System Tab 86 Filesystem 86 Password 87 Hostname 88 Boot 88 Auto Login 88 Network at Boot 89 Overscan 89 Rastrack 89 The Interfaces Tab 90 Camera 91 SSH 91 SPI 91 I2C 91 Serial 91 1-Wire 92 Performance 92 Overclock 92 GPU Memory 94 Localisation 94 Locale 94 Timezone 96 Keyboard 96 Chapter 7 Advanced Raspberry Pi Configuration 99 Editing Configuration Files via NOOBS 99 Hardware Settings: config.txt 101 Modifying the Display 102 Boot Options 105 Overclocking the Raspberry Pi 106 Disabling L2 Cache 110 Enabling Test Mode 110 Memory Partitioning 111 Software Settings: cmdline.txt 112 Part II Building a Media Centre or Productivity Machine 115 Chapter 8 The Pi as a Home Theatre PC 117 Playing Music at the Console 117 Dedicated HTPC with OSMC 119 Streaming Internet Media 122 Streaming Local Network Media 123 Configuring OSMC 124 Chapter 9 The Pi as a Productivity Machine 127 Using Cloud-Based Apps 127 Using LibreOffice 130 Image Editing with the Gimp 131 Part III Programming the Pi 135 Chapter 10 An Introduction to Scratch 137 Introducing Scratch 137 Example 1: Hello World 138 Example 2: Animation and Sound 141 Example 3: A Simple Game 144 Interfacing Scratch with Hardware .149 Further Reading 152 Chapter 11 An Introduction to Python 153 Introducing Python 153 Example 1: Hello World 154 Example 2: Comments, Inputs, Variables, and Loops 159 Example 3: Gaming with pygame 164 Example 4: Python and Networking 172 Further Reading 179 Chapter 12 Minecraft Pi Edition 181 Introducing Minecraft Pi Edition 181 Installing Minecraft 182 Running Minecraft 182 Exploration 184 Hacking Minecraft 185 Part IV Hardware Hacking 191 Chapter 13 Learning to Hack Hardware 193 Electronic Equipment 193 Reading Resistor Colour Codes 195 Sourcing Components 197 Online Sources 197 Offline Sources 198 Hobby Specialists 199 Moving Up from the Breadboard 199 A Brief Guide to Soldering 202 Chapter 14 The GPIO Port 207 Identifying Your Board Revision 207 GPIO Pinout Diagrams 208 GPIO Features 210 UART Serial Bus 211 I2C Bus 211 SPI Bus 211 Using the GPIO Port in Python 212 GPIO Output: Flashing an LED 212 GPIO Input: Reading a Button 216 Soldering the Raspberry Pi Zero’s GPIO Header 220 Chapter 15 The Raspberry Pi Camera Module 223 Why Use the Camera Module? 224 Choosing a Camera Module 224 Installing the Camera Module 225 Enabling Camera Mode 228 Capturing Stills 230 Recording Video 232 Command-Line Time-Lapse Photography 233 Chapter 16 Add-On Hardware 237 Official Raspberry Pi Case 238 Installation 239 Raspberry Pi 7" Touchscreen Display 240 Installation 241 Sense HAT 244 Installation 245 Programming the Sense HAT 247 Part V Appendixes 251 Appendix A Python Recipes 253 Raspberry Snake (Chapter 11, Example 3) 253 IRC User List (Chapter 11, Example 4) 255 GPIO Input and Output (Chapter 14) 257 Appendix B Raspberry Pi Camera Module Quick Reference 259 Shared Options 259 Raspistill Options 264 Raspivid Options 266 Appendix C HDMI Display Modes 269 Index 277

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Book SynopsisThis book lays out the concepts necessary to understand how a computer works. For reasons of clarity, the authors have deliberately chosen examples that apply to machines from all eras, without having to water down the contents of the book. This choice helps to show how techniques, concepts and performances have evolved since the first computers. The book is divided into five parts. The first four, which are of increasing difficulty, are the core of the book: “Elements of a Basic Architecture”, “Programming Model and Operation”, “Memory Hierarchy”, “Parallelism and Performance Enhancement”. The final part provides hints and solutions to the exercises in the book as well as appendices. The reader may approach each part independently based on their prior knowledge and goals.Table of ContentsPreface xiii Part 1. Elements of a Basic Architecture 1 Chapter 1. Introduction 3 1.1. Historical background 3 1.2. Introduction to internal operation 13 1.3. Future prospects 15 Chapter 2. The Basic Module 17 2.1. Memory 17 2.2. The processor 20 2.3. Communication between modules 30 Chapter 3. The Representation of Information 35 3.1 Review 36 3.2. Number representation conventions 38 3.3. Character representation 48 3.4 Exercises 52 Part 2. Programming Model and Operations 55 Chapter 4. Instructions 57 4.1. Programming model 58 4.2 The set of instructions 62 4.3. Programming examples 68 4.4. From assembly language to basic instructions 70 Chapter 5. The Processor 74 5.1. The control bus 76 5.2. Execution of the instruction 79 5.3. Sequencer composition 87 5.4. Extensions 91 5.5. Exercise 101 Chapter 6. Inputs and Outputs 103 6.1. Examples 105 6.2. Design and addressing of EU 115 6.3. Exchange modes 118 6.4. Handling interrupts 127 6.5. Exercises 133 Part 3. Memory Hierarchy 137 Chapter 7. Memory 139 7.1. The memory resource 139 7.2. Characteristics 140 7.3. Memory hierarchy 141 7.4. Memory size and protection 145 7.5. Segmentation 145 7.6. Paging 148 7.7. Memory interleaving and burst mode 151 7.8. Protections, example of the I386 154 Chapter 8. Caches 157 8.1. Cache memory 157 8.2. Replacements algorithms 165 Chapter 9. Virtual Memory 175 9.1. General concept 176 9.2. Rules of the access method 178 9.3 Example of the execution of a program 182 9.4. Example of two-level paging 188 9.5 Paged segmentation 194 9.6. Exercise 197 9.7. Documentation excerpts 198 Part 4. Parallelism and Performance Enhancement 205 Chapter 10. Pipeline Architectures 207 10.1 Motivations and Ideas 207 10.2 Pipeline management problems 212 10.3 Handling branches 218 10.4 Interrupts and exceptions 233 Chapter 11. Example of an Architecture 235 11.1 Presentation 235 11.2. Executing an instruction 240 11.3. Conflict resolution in the DLX 246 11.4. Exercises 252 Chapter 12. Caches in a Multiprocessor Environment 261 12.1. Cache coherence 262 12.2. Examples of snooping protocols 267 12.3. Improvements 275 12.4. Directory-based coherence protocols 275 12.5. Consistency 278 12.6. Exercises 284 Chapter 13. Superscaler Architectures 287 13.1. Superscaler architecture principles 287 13.2. Seeking solutions 290 13.3. Handling the flow of instructions 295 13.4. VLIW architectures 315 13.5. Exercises 321 Part 5. Appendices 325 Appendix A. Hints and Solutions 327 A1.1 The representation of information 327 A1.2. The processor 330 A1.3. Inputs and outputs 331 A1.4. Virtual memory 333 A1.5. Pipeline architectures 335 A1.6. Caches in a multiprocessor environment 341 A1.7. Superscaler architectures 344 Appendix B. Programming Models 347 A2.1. Instruction coding in the I8086 347 A2.2. Instruction set of the DLX architecture 349 Bibliography 351 Index 357

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Book SynopsisUsing Kubernetes as your platform, you'll learn open source technologies that are designed and built for the cloud. Authors Jeff Carpenter and Patrick McFadin provide case studies to help you explore new use cases and avoid the pitfalls others have faced.

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Book SynopsisTensorFlow is a one-stop solution for building, monitoring, optimizing,and deploying your models. This practical guide to building deep learning models with the new features of TensorFlow 2.0is filled with engaging projects, simple language, and coverage of the latest algorithms. TensorFlow 2.0 in Action teaches you to use the new features of TensorFlow 2.0 to create advanced deep learning models. You'll learn by building hands-on projects including an image classifier that can recognize objects, a French-to-English machine translator, and even a neural network that can write fiction. You'll dive into the details of modern deep learning techniques including both transformer and attention models, and learn how pretrained models can solve your tricky data science- problems. TensorFlow is the go-to framework for putting deep learning into production. Created by Google, this ground breaking tool handles repetitive low-level operations and frees you up to focus on innovating your AIs.TensorFlow encompasses almost every element of a deep learning pipeline—aone-stop solution for building, monitoring, optimizing, and deploying your models.Trade Review“Excellent explanations and walk throughs to help bring you up to speed in Tensorflow 2.” Todd Cook “The illustrations of technical concepts are excellent.” BrianGriner “A hands-on introduction to effective Tensorflow use for real worlds problems.” Francisco Rivas “Mr Ganegedara goes to great lengths, with the exemplary use of many figures, to explain not only TensorFlow 2 solutions themselves but also the mechanics of the technology. Highly recommended!” TonyHoldroyd “An excellent resource to learning Tensorflow 2.0 using practical examples.” Biswanath Chowdhury “The conversation on writing custom layer was probably the best discussion on that I've ever seen. I learned a lot from that chapter.” LeviMcClenny “In you want to gain a deep knowledge of deep learning, read this book.”Tiklu Ganguly

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