Real Time Analysis

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A Practitioner’s Handbook for Real-Time Analysis

Author : Mark Klein
Publisher : Springer
ISBN 13 : 9781461362098
Total Pages : 692 pages
Book Rating : 4.3/5 (62 download)

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Book Synopsis A Practitioner’s Handbook for Real-Time Analysis by : Mark Klein

Download or read book A Practitioner’s Handbook for Real-Time Analysis written by Mark Klein and published by Springer. This book was released on 2012-09-27 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Practitioner's Handbook for Real-Time Analysis: Guide to Rate Monotonic Analysis for Real-Time Systems contains an invaluable collection of quantitative methods that enable real-time system developers to understand, analyze, and predict the timing behavior of many real-time systems. The methods are practical and theoretically sound, and can be used to assess design tradeoffs and to troubleshoot system timing behavior. This collection of methods is called rate monotonic analysis (RMA). The Handbook includes a framework for describing and categorizing the timing aspects of real-time systems, step-by-step techniques for performing timing analysis, numerous examples of real-time situations to which the techniques can be applied, and two case studies. A Practitioner's Handbook for Real-Time Analysis: Guide to Rate Monotonic Analysis for Real-Time Systems has been created to serve as a definitive source of information and a guide for developers as they analyze and design real-time systems using RMA. The Handbook is an excellent reference, and may be used as the text for advanced courses on the subject.

Real-Time Data Analytics for Large Scale Sensor Data

Author : Himansu Das
Publisher : Academic Press
ISBN 13 : 0128182423
Total Pages : 298 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Real-Time Data Analytics for Large Scale Sensor Data by : Himansu Das

Download or read book Real-Time Data Analytics for Large Scale Sensor Data written by Himansu Das and published by Academic Press. This book was released on 2019-08-31 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-Time Data Analytics for Large-Scale Sensor Data covers the theory and applications of hardware platforms and architectures, the development of software methods, techniques and tools, applications, governance and adoption strategies for the use of massive sensor data in real-time data analytics. It presents the leading-edge research in the field and identifies future challenges in this fledging research area. The book captures the essence of real-time IoT based solutions that require a multidisciplinary approach for catering to on-the-fly processing, including methods for high performance stream processing, adaptively streaming adjustment, uncertainty handling, latency handling, and more. Examines IoT applications, the design of real-time intelligent systems, and how to manage the rapid growth of the large volume of sensor data Discusses intelligent management systems for applications such as healthcare, robotics and environment modeling Provides a focused approach towards the design and implementation of real-time intelligent systems for the management of sensor data in large-scale environments

Real-Time Systems Design and Analysis

Author : Phillip A. Laplante
Publisher : John Wiley & Sons
ISBN 13 : 1118136594
Total Pages : 584 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Real-Time Systems Design and Analysis by : Phillip A. Laplante

Download or read book Real-Time Systems Design and Analysis written by Phillip A. Laplante and published by John Wiley & Sons. This book was released on 2011-10-24 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading text in the field explains step by step how to writesoftware that responds in real time From power plants to medicine to avionics, the worldincreasingly depends on computer systems that can compute andrespond to various excitations in real time. The Fourth Editionof Real-Time Systems Design and Analysis gives softwaredesigners the knowledge and the tools needed to create real-timesoftware using a holistic, systems-based approach. The text coverscomputer architecture and organization, operating systems, softwareengineering, programming languages, and compiler theory, all fromthe perspective of real-time systems design. The Fourth Edition of this renowned text brings itthoroughly up to date with the latest technological advances andapplications. This fully updated edition includes coverage of thefollowing concepts: Multidisciplinary design challenges Time-triggered architectures Architectural advancements Automatic code generation Peripheral interfacing Life-cycle processes The final chapter of the text offers an expert perspective onthe future of real-time systems and their applications. The text is self-contained, enabling instructors and readers tofocus on the material that is most important to their needs andinterests. Suggestions for additional readings guide readers tomore in-depth discussions on each individual topic. In addition,each chapter features exercises ranging from simple to challengingto help readers progressively build and fine-tune their ability todesign their own real-time software programs. Now fully up to date with the latest technological advances andapplications in the field, Real-Time Systems Design andAnalysis remains the top choice for students and softwareengineers who want to design better and faster real-time systems atminimum cost.

Performance Analysis of Real-Time Embedded Software

Author : Yau-Tsun Steven Li
Publisher : Springer Science & Business Media
ISBN 13 : 1461551315
Total Pages : 144 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Performance Analysis of Real-Time Embedded Software by : Yau-Tsun Steven Li

Download or read book Performance Analysis of Real-Time Embedded Software written by Yau-Tsun Steven Li and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embedded systems are characterized by the presence of processors running application-specific software. Recent years have seen a large growth of such systems, and this trend is projected to continue with the growth of systems on a chip. Many of these systems have strict performance and cost requirements. To design these systems, sophisticated timing analysis tools are needed to accurately determine the extreme case (best case and worst case) performance of the software components. Existing techniques for this analysis have one or more of the following limitations: they cannot model complicated programs they cannot model advanced micro-architectural features of the processor, such as cache memories and pipelines they cannot be easily retargeted for new hardware platforms. In Performance Analysis of Real-Time Embedded Software, a new timing analysis technique is presented to overcome the above limitations. The technique determines the bounds on the extreme case (best case and worst case) execution time of a program when running on a given hardware system. It partitions the problem into two sub-problems: program path analysis and microarchitecture modeling. Performance Analysis of Real-Time Embedded Software will be of interest to Design Automation professionals as well as designers of circuits and systems.

Frontiers in Massive Data Analysis

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309287812
Total Pages : 191 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Frontiers in Massive Data Analysis by : National Research Council

Download or read book Frontiers in Massive Data Analysis written by National Research Council and published by National Academies Press. This book was released on 2013-09-03 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining of massive data sets is transforming the way we think about crisis response, marketing, entertainment, cybersecurity and national intelligence. Collections of documents, images, videos, and networks are being thought of not merely as bit strings to be stored, indexed, and retrieved, but as potential sources of discovery and knowledge, requiring sophisticated analysis techniques that go far beyond classical indexing and keyword counting, aiming to find relational and semantic interpretations of the phenomena underlying the data. Frontiers in Massive Data Analysis examines the frontier of analyzing massive amounts of data, whether in a static database or streaming through a system. Data at that scale-terabytes and petabytes-is increasingly common in science (e.g., particle physics, remote sensing, genomics), Internet commerce, business analytics, national security, communications, and elsewhere. The tools that work to infer knowledge from data at smaller scales do not necessarily work, or work well, at such massive scale. New tools, skills, and approaches are necessary, and this report identifies many of them, plus promising research directions to explore. Frontiers in Massive Data Analysis discusses pitfalls in trying to infer knowledge from massive data, and it characterizes seven major classes of computation that are common in the analysis of massive data. Overall, this report illustrates the cross-disciplinary knowledge-from computer science, statistics, machine learning, and application disciplines-that must be brought to bear to make useful inferences from massive data.

Direct Analysis in Real Time Mass Spectrometry

Author : Yiyang Dong
Publisher : John Wiley & Sons
ISBN 13 : 3527341846
Total Pages : 370 pages
Book Rating : 4.5/5 (273 download)

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Book Synopsis Direct Analysis in Real Time Mass Spectrometry by : Yiyang Dong

Download or read book Direct Analysis in Real Time Mass Spectrometry written by Yiyang Dong and published by John Wiley & Sons. This book was released on 2018-04-09 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clear, comprehensive, and state of the art, the groundbreaking book on the emerging technology of direct analysis in real time mass spectrometry Written by a noted expert in the field, Direct Analysis in Real Time Mass Spectrometry offers a review of the background and the most recent developments in DART-MS. Invented in 2005, DART-MS offers a wide range of applications for solving numerous analytical problems in various environments, including food science, forensics, and clinical analysis. The text presents an introduction to the history of the technology and includes information on the theoretical background, for exampleon the ionization mechanism. Chapters on sampling and coupling to different types of mass spectrometers are followed by a comprehensive discussion of a broad range of applications. Unlike most other ionization methods, DART does not require laborious sample preparation, as ionization takes place directly on the sample surface. This makes the technique especially attractive for applications in forensics and food science. Comprehensive in scope, this vital text: -Sets the standard on an important and emerging ionization technique -Thoroughly discusses all the relevant aspects from instrumentation to applications -Helps in solving numerous analytical problems in various applications, for example food science, forensics, environmental and clinical analysis -Covers mechanisms, coupling to mass spectrometers, and includes information on challenges and disadvantages of the technique Academics, analytical chemists, pharmaceutical chemists, clinical chemists, forensic scientists, and others will find this illuminating text a must-have resource for understanding the most recent developments in the field.

Real-Time Systems Design and Analysis

Author : Phillip A. Laplante
Publisher : Wiley-IEEE Press
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Real-Time Systems Design and Analysis by : Phillip A. Laplante

Download or read book Real-Time Systems Design and Analysis written by Phillip A. Laplante and published by Wiley-IEEE Press. This book was released on 1997 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: "IEEE Press is pleased to bring you this Second Edition of Phillip A. Laplante's best-selling and widely-acclaimed practical guide to building real-time systems. This book is essential for improved system designs, faster computation, better insights, and ultimate cost savings. Unlike any other book in the field, REAL-TIME SYSTEMS DESIGN AND ANALYSIS provides a holistic, systems-based approach that is devised to help engineers write problem-solving software. Laplante's no-nonsense guide to real-time system design features practical coverage of: Related technologies and their histories Time-saving tips * Hands-on instructions Pascal code Insights into decreasing ramp-up times and more!"

Big Data

Author : James Warren
Publisher : Simon and Schuster
ISBN 13 : 1638351104
Total Pages : 481 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Big Data by : James Warren

Download or read book Big Data written by James Warren and published by Simon and Schuster. This book was released on 2015-04-29 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book Web-scale applications like social networks, real-time analytics, or e-commerce sites deal with a lot of data, whose volume and velocity exceed the limits of traditional database systems. These applications require architectures built around clusters of machines to store and process data of any size, or speed. Fortunately, scale and simplicity are not mutually exclusive. Big Data teaches you to build big data systems using an architecture designed specifically to capture and analyze web-scale data. This book presents the Lambda Architecture, a scalable, easy-to-understand approach that can be built and run by a small team. You'll explore the theory of big data systems and how to implement them in practice. In addition to discovering a general framework for processing big data, you'll learn specific technologies like Hadoop, Storm, and NoSQL databases. This book requires no previous exposure to large-scale data analysis or NoSQL tools. Familiarity with traditional databases is helpful. What's Inside Introduction to big data systems Real-time processing of web-scale data Tools like Hadoop, Cassandra, and Storm Extensions to traditional database skills About the Authors Nathan Marz is the creator of Apache Storm and the originator of the Lambda Architecture for big data systems. James Warren is an analytics architect with a background in machine learning and scientific computing. Table of Contents A new paradigm for Big Data PART 1 BATCH LAYER Data model for Big Data Data model for Big Data: Illustration Data storage on the batch layer Data storage on the batch layer: Illustration Batch layer Batch layer: Illustration An example batch layer: Architecture and algorithms An example batch layer: Implementation PART 2 SERVING LAYER Serving layer Serving layer: Illustration PART 3 SPEED LAYER Realtime views Realtime views: Illustration Queuing and stream processing Queuing and stream processing: Illustration Micro-batch stream processing Micro-batch stream processing: Illustration Lambda Architecture in depth

A Practitioner’s Handbook for Real-Time Analysis

Author : Mark Klein
Publisher : Springer Science & Business Media
ISBN 13 : 1461527961
Total Pages : 701 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis A Practitioner’s Handbook for Real-Time Analysis by : Mark Klein

Download or read book A Practitioner’s Handbook for Real-Time Analysis written by Mark Klein and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Practitioner's Handbook for Real-Time Analysis: Guide to Rate Monotonic Analysis for Real-Time Systems contains an invaluable collection of quantitative methods that enable real-time system developers to understand, analyze, and predict the timing behavior of many real-time systems. The methods are practical and theoretically sound, and can be used to assess design tradeoffs and to troubleshoot system timing behavior. This collection of methods is called rate monotonic analysis (RMA). The Handbook includes a framework for describing and categorizing the timing aspects of real-time systems, step-by-step techniques for performing timing analysis, numerous examples of real-time situations to which the techniques can be applied, and two case studies. A Practitioner's Handbook for Real-Time Analysis: Guide to Rate Monotonic Analysis for Real-Time Systems has been created to serve as a definitive source of information and a guide for developers as they analyze and design real-time systems using RMA. The Handbook is an excellent reference, and may be used as the text for advanced courses on the subject.

Hard Real-Time Computing Systems

Author : Giorgio C Buttazzo
Publisher : Springer Science & Business Media
ISBN 13 : 1461406765
Total Pages : 528 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Hard Real-Time Computing Systems by : Giorgio C Buttazzo

Download or read book Hard Real-Time Computing Systems written by Giorgio C Buttazzo and published by Springer Science & Business Media. This book was released on 2011-09-10 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This updated edition offers an indispensable exposition on real-time computing, with particular emphasis on predictable scheduling algorithms. It introduces the fundamental concepts of real-time computing, demonstrates the most significant results in the field, and provides the essential methodologies for designing predictable computing systems used to support time-critical control applications. Along with an in-depth guide to the available approaches for the implementation and analysis of real-time applications, this revised edition contains a close examination of recent developments in real-time systems, including limited preemptive scheduling, resource reservation techniques, overload handling algorithms, and adaptive scheduling techniques. This volume serves as a fundamental advanced-level textbook. Each chapter provides basic concepts, which are followed by algorithms, illustrated with concrete examples, figures and tables. Exercises and solutions are provided to enhance self-study, making this an excellent reference for those interested in real-time computing for designing and/or developing predictable control applications.

Real-Time Analysis of Biomolecular Interactions

Author : K. Nagata
Publisher : Springer Science & Business Media
ISBN 13 : 4431669701
Total Pages : 261 pages
Book Rating : 4.4/5 (316 download)

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Book Synopsis Real-Time Analysis of Biomolecular Interactions by : K. Nagata

Download or read book Real-Time Analysis of Biomolecular Interactions written by K. Nagata and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The metabolism of all living organisms consists of elaborate and complex interactions among numbers of biomolecules, including protein-protein interactions. BIACORE is a new device that uses surface plasmon resonance for kinetic analysis of molecular interactions and automates whole analytical processes. The number of users of BIACORE is increasing worldwide, but until now nothing had been published in English to explain the principles of this new methodology and the kinds of applications it makes available. This updated and revised version of the Japanese original explains the underlying principles of BIACORE, providing concrete examples that utilize the methodology for analysis in areas ranging from basic to applied sciences. With its generous use of illustrations, this book is a valuable source of information for all users of BIACORE.

Instruction and Data Cache Timing Analysis in Fixed-priority Preemptive Real-time Systems

Author : Jan Staschulat
Publisher : Cuvillier Verlag
ISBN 13 : 386727195X
Total Pages : 209 pages
Book Rating : 4.8/5 (672 download)

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Book Synopsis Instruction and Data Cache Timing Analysis in Fixed-priority Preemptive Real-time Systems by : Jan Staschulat

Download or read book Instruction and Data Cache Timing Analysis in Fixed-priority Preemptive Real-time Systems written by Jan Staschulat and published by Cuvillier Verlag. This book was released on 2007 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Timing Analysis of Real-Time Software

Author : M.G. Rodd
Publisher : Elsevier
ISBN 13 : 0080983960
Total Pages : 227 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Timing Analysis of Real-Time Software by : M.G. Rodd

Download or read book Timing Analysis of Real-Time Software written by M.G. Rodd and published by Elsevier. This book was released on 1994-12-01 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors set out to address fundamental design issues facing engineers when developing the software for real-time computer-based control systems – in which all programs must be safe, reliable, predictable and able to cope with the occurence of faults. Despite rapid progress in computer technology, the attention of designers is still focused on finding logically correct algorithms to implement the required control. It has, however, become evident that this is insufficient and that attention must be paid to meeting the complex timing interactions which occur between the systems under control and the computers controlling them. This book suggests that the answers lie in the use of understandable, engineering-relevant, mathematically sound tools for expressing and analysing the complex temporal interactions. Timing Analysis of Real-Time Software is not a designer's handbook; rather it discusses the nature of the problems involved and how they can be handled. The focus is on the use of modelling techniques based on the so-called Quirk-model, initially developed in the United Kingdom and, over the past decade, extensively developed in institutions in the ex-Soviet Union and Europe. This book shows how the techniques can be used to form the basis of a new generation of CASE (computer assisted software engineering) tools, and examples are given of how these can be used to design embedded systems ranging from digital controllers through to communication protocol handlers.

Web App Development and Real-Time Web Analytics with Python

Author : Tshepo Chris Nokeri
Publisher : Apress
ISBN 13 : 9781484277829
Total Pages : 226 pages
Book Rating : 4.2/5 (778 download)

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Book Synopsis Web App Development and Real-Time Web Analytics with Python by : Tshepo Chris Nokeri

Download or read book Web App Development and Real-Time Web Analytics with Python written by Tshepo Chris Nokeri and published by Apress. This book was released on 2021-11-20 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps. Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including an approach to building web pages with HTML. From there, he’ll show you the key Python web frameworks and techniques for building web apps with them. You’ll then see how to style web apps and incorporate themes, including interactive charts and tables to build dashboards, followed by a walkthrough of creating URL routes and securing web apps. You’ll then progress to more advanced topics, like building machine learning algorithms and integrating them into a web app. The book concludes with a demonstration of how to deploy web apps in prevalent cloud platforms. Web App Development and Real-Time Web Analytics with Python is ideal for intermediate data scientists, machine learning engineers, and web developers, who have little or no knowledge about building web apps that implement bootstrap technologies. After completing this book, you will have the knowledge necessary to create added value for your organization, as you will understand how to link front-end and back-end development, including machine learning. What You Will Learn Create interactive graphs and render static graphs into interactive ones Understand the essentials of HTML, CSS, and Bootstrap Gain insight into the key Python web frameworks, and how to develop web applications using them Develop machine learning algorithms and integrate them into web apps Secure web apps and deploy them to cloud platforms Who This Book Is For Intermediate data scientists, machine learning engineers, and web developers.

Real-Time Systems Design and Analysis

Author : Phillip A. Laplante
Publisher : John Wiley & Sons
ISBN 13 : 0471648280
Total Pages : 480 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Real-Time Systems Design and Analysis by : Phillip A. Laplante

Download or read book Real-Time Systems Design and Analysis written by Phillip A. Laplante and published by John Wiley & Sons. This book was released on 2004-05-10 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The leading guide to real-time systems design-revised and updated This third edition of Phillip Laplante's bestselling, practical guide to building real-time systems maintains its predecessors' unique holistic, systems-based approach devised to help engineers write problem-solving software. Dr. Laplante incorporates a survey of related technologies and their histories, complete with time-saving practical tips, hands-on instructions, C code, and insights into decreasing ramp-up times. Real-Time Systems Design and Analysis, Third Edition is essential for students and practicing software engineers who want improved designs, faster computation, and ultimate cost savings. Chapters discuss hardware considerations and software requirements, software systems design, the software production process, performance estimation and optimization, and engineering considerations. This new edition has been revised to include: * Up-to-date information on object-oriented technologies for real-time including object-oriented analysis, design, and languages such as Java, C++, and C# * Coverage of significant developments in the field, such as: New life-cycle methodologies and advanced programming practices for real-time, including Agile methodologies Analysis techniques for commercial real-time operating system technology Hardware advances, including field-programmable gate arrays and memory technology * Deeper coverage of: Scheduling and rate-monotonic theories Synchronization and communication techniques Software testing and metrics Real-Time Systems Design and Analysis, Third Edition remains an unmatched resource for students and practicing software engineers who want improved designs, faster computation, and ultimate cost savings.

Analysis and Synthesis of Distributed Real-Time Embedded Systems

Author : Paul Pop
Publisher : Springer Science & Business Media
ISBN 13 : 1402028733
Total Pages : 333 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Analysis and Synthesis of Distributed Real-Time Embedded Systems by : Paul Pop

Download or read book Analysis and Synthesis of Distributed Real-Time Embedded Systems written by Paul Pop and published by Springer Science & Business Media. This book was released on 2013-03-19 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Embedded computer systems are now everywhere: from alarm clocks to PDAs, from mobile phones to cars, almost all the devices we use are controlled by embedded computers. An important class of embedded computer systems is that of hard real-time systems, which have to fulfill strict timing requirements. As real-time systems become more complex, they are often implemented using distributed heterogeneous architectures. Analysis and Synthesis of Distributed Real-Time Embedded Systems addresses the design of real-time applications implemented using distributed heterogeneous architectures. The systems are heterogeneous not only in terms of hardware components, but also in terms of communication protocols and scheduling policies. Regarding this last aspect, time-driven and event-driven systems, as well as a combination of the two, are considered. Such systems are used in many application areas like automotive electronics, real-time multimedia, avionics, medical equipment, and factory systems. The proposed analysis and synthesis techniques derive optimized implementations that fulfill the imposed design constraints. An important part of the implementation process is the synthesis of the communication infrastructure, which has a significant impact on the overall system performance and cost. Analysis and Synthesis of Distributed Real-Time Embedded Systems considers the mapping and scheduling tasks within an incremental design process. To reduce the time-to-market of products, the design of real-time systems seldom starts from scratch. Typically, designers start from an already existing system, running certain applications, and the design problem is to implement new functionality on top of this system. Supporting such an incremental design process provides a high degree of flexibility, and can result in important reductions of design costs. STRONGAnalysis and Synthesis of Distributed Real-Time Embedded Systems will be of interest to advanced undergraduates, graduate students, researchers and designers involved in the field of embedded systems.

Real-time Linked Dataspaces

Author : Edward Curry
Publisher : Springer Nature
ISBN 13 : 3030296652
Total Pages : 325 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Real-time Linked Dataspaces by : Edward Curry

Download or read book Real-time Linked Dataspaces written by Edward Curry and published by Springer Nature. This book was released on 2019-11-18 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the dataspace paradigm as a best-effort approach to data management within data ecosystems. It establishes the theoretical foundations and principles of real-time linked dataspaces as a data platform for intelligent systems. The book introduces a set of specialized best-effort techniques and models to enable loose administrative proximity and semantic integration for managing and processing events and streams. The book is divided into five major parts: Part I “Fundamentals and Concepts” details the motivation behind and core concepts of real-time linked dataspaces, and establishes the need to evolve data management techniques in order to meet the challenges of enabling data ecosystems for intelligent systems within smart environments. Further, it explains the fundamental concepts of dataspaces and the need for specialization in the processing of dynamic real-time data. Part II “Data Support Services” explores the design and evaluation of critical services, including catalog, entity management, query and search, data service discovery, and human-in-the-loop. In turn, Part III “Stream and Event Processing Services” addresses the design and evaluation of the specialized techniques created for real-time support services including complex event processing, event service composition, stream dissemination, stream matching, and approximate semantic matching. Part IV “Intelligent Systems and Applications” explores the use of real-time linked dataspaces within real-world smart environments. In closing, Part V “Future Directions” outlines future research challenges for dataspaces, data ecosystems, and intelligent systems. Readers will gain a detailed understanding of how the dataspace paradigm is now being used to enable data ecosystems for intelligent systems within smart environments. The book covers the fundamental theory, the creation of new techniques needed for support services, and lessons learned from real-world intelligent systems and applications focused on sustainability. Accordingly, it will benefit not only researchers and graduate students in the fields of data management, big data, and IoT, but also professionals who need to create advanced data management platforms for intelligent systems, smart environments, and data ecosystems.