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Soft Error Reliability Using Virtual Platforms

Soft Error Reliability Using Virtual Platforms
Author: Felipe Rocha da Rosa
Publisher: Springer Nature
Total Pages: 142
Release: 2020-11-02
Genre: Technology & Engineering
ISBN: 3030557049
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This book describes the benefits and drawbacks inherent in the use of virtual platforms (VPs) to perform fast and early soft error assessment of multicore systems. The authors show that VPs provide engineers with appropriate means to investigate new and more efficient fault injection and mitigation techniques. Coverage also includes the use of machine learning techniques (e.g., linear regression) to speed-up the soft error evaluation process by pinpointing parameters (e.g., architectural) with the most substantial impact on the software stack dependability. This book provides valuable information and insight through more than 3 million individual scenarios and 2 million simulation-hours. Further, this book explores machine learning techniques usage to navigate large fault injection datasets.

Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices

Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices
Author: Geancarlo Abich
Publisher: Springer Nature
Total Pages: 143
Release: 2023-01-01
Genre: Technology & Engineering
ISBN: 3031185994
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This book describes an extensive and consistent soft error assessment of convolutional neural network (CNN) models from different domains through more than 14.8 million fault injections, considering different precision bit-width configurations, optimization parameters, and processor models. The authors also evaluate the relative performance, memory utilization, and soft error reliability trade-offs analysis of different CNN models considering a compiler-based technique w.r.t. traditional redundancy approaches.

Software and System Development using Virtual Platforms

Software and System Development using Virtual Platforms
Author: Daniel Aarno
Publisher: Morgan Kaufmann
Total Pages: 366
Release: 2014-09-17
Genre: Computers
ISBN: 012800813X
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Virtual platforms are finding widespread use in both pre- and post-silicon computer software and system development. They reduce time to market, improve system quality, make development more efficient, and enable truly concurrent hardware/software design and bring-up. Virtual platforms increase productivity with unparalleled inspection, configuration, and injection capabilities. In combination with other types of simulators, they provide full-system simulations where computer systems can be tested together with the environment in which they operate. This book is not only about what simulation is and why it is important, it will also cover the methods of building and using simulators for computer-based systems. Inside you’ll find a comprehensive book about simulation best practice and design patterns, using Simics as its base along with real-life examples to get the most out of your Simics implementation. You’ll learn about: Simics architecture, model-driven development, virtual platform modelling, networking, contiguous integration, debugging, reverse execution, simulator integration, workflow optimization, tool automation, and much more. Distills decades of experience in using and building virtual platforms to help readers realize the full potential of virtual platform simulation Covers modeling related use-cases including devices, systems, extensions, and fault injection Explains how simulations can influence software development, debugging, system configuration, networking, and more Discusses how to build complete full-system simulation systems from a mix of simulators

VLSI-SoC: New Technology Enabler

VLSI-SoC: New Technology Enabler
Author: Carolina Metzler
Publisher: Springer Nature
Total Pages: 355
Release: 2020-07-22
Genre: Computers
ISBN: 3030532739
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This book contains extended and revised versions of the best papers presented at the 27th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, held in Cusco, Peru, in October 2019. The 15 full papers included in this volume were carefully reviewed and selected from the 28 papers (out of 82 submissions) presented at the conference. The papers discuss the latest academic and industrial results and developments as well as future trends in the field of System-on-Chip (SoC) design, considering the challenges of nano-scale, state-of-the-art and emerging manufacturing technologies. In particular they address cutting-edge research fields like heterogeneous, neuromorphic and brain-inspired, biologically-inspired, approximate computing systems.

A Soft-error Reliability Testing Platform for FPGA-based Network Systems

A Soft-error Reliability Testing Platform for FPGA-based Network Systems
Author: Hayden Cole Rowberry
Publisher:
Total Pages: 87
Release: 2019
Genre: Electronic dissertations
ISBN:
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FPGAs are frequently used in network systems to provide the performance and flexibility that is required of modern computer networks while allowing network vendors to bring products to market quickly. Like all electronic devices, FPGAs are vulnerable to ionizing radiation which can cause applications operating on an FPGA to fail. These low-level failures can have a wide range of negative effects on the performance of a network system. As computer networks play a larger role in modern society, it becomes increasingly important that these soft errors are addressed in the design of network systems.

Approximate Computing and its Impact on Accuracy, Reliability and Fault-Tolerance

Approximate Computing and its Impact on Accuracy, Reliability and Fault-Tolerance
Author: Gennaro S. Rodrigues
Publisher: Springer Nature
Total Pages: 137
Release: 2022-11-16
Genre: Technology & Engineering
ISBN: 3031157176
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This book introduces the concept of approximate computing for software and hardware designs and its impact on the reliability of embedded systems. It presents approximate computing methods and proposes approximate fault tolerance techniques applied to programmable hardware and embedded software to provide reliability at low computational costs. The book also presents fault tolerance techniques based on approximate computing, thus presenting how approximate computing can be applied to safety-critical systems.

Reliability and Availability of Cloud Computing

Reliability and Availability of Cloud Computing
Author: Eric Bauer
Publisher: John Wiley & Sons
Total Pages: 262
Release: 2012-07-20
Genre: Computers
ISBN: 1118394003
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A holistic approach to service reliability and availability of cloud computing Reliability and Availability of Cloud Computing provides IS/IT system and solution architects, developers, and engineers with the knowledge needed to assess the impact of virtualization and cloud computing on service reliability and availability. It reveals how to select the most appropriate design for reliability diligence to assure that user expectations are met. Organized in three parts (basics, risk analysis, and recommendations), this resource is accessible to readers of diverse backgrounds and experience levels. Numerous examples and more than 100 figures throughout the book help readers visualize problems to better understand the topic—and the authors present risks and options in bulleted lists that can be applied directly to specific applications/problems. Special features of this book include: Rigorous analysis of the reliability and availability risks that are inherent in cloud computing Simple formulas that explain the quantitative aspects of reliability and availability Enlightening discussions of the ways in which virtualized applications and cloud deployments differ from traditional system implementations and deployments Specific recommendations for developing reliable virtualized applications and cloud-based solutions Reliability and Availability of Cloud Computing is the guide for IS/IT staff in business, government, academia, and non-governmental organizations who are moving their applications to the cloud. It is also an important reference for professionals in technical sales, product management, and quality management, as well as software and quality engineers looking to broaden their expertise.

Dependable Embedded Systems

Dependable Embedded Systems
Author: Jörg Henkel
Publisher: Springer Nature
Total Pages: 606
Release: 2020-12-09
Genre: Technology & Engineering
ISBN: 303052017X
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This Open Access book introduces readers to many new techniques for enhancing and optimizing reliability in embedded systems, which have emerged particularly within the last five years. This book introduces the most prominent reliability concerns from today’s points of view and roughly recapitulates the progress in the community so far. Unlike other books that focus on a single abstraction level such circuit level or system level alone, the focus of this book is to deal with the different reliability challenges across different levels starting from the physical level all the way to the system level (cross-layer approaches). The book aims at demonstrating how new hardware/software co-design solution can be proposed to ef-fectively mitigate reliability degradation such as transistor aging, processor variation, temperature effects, soft errors, etc. Provides readers with latest insights into novel, cross-layer methods and models with respect to dependability of embedded systems; Describes cross-layer approaches that can leverage reliability through techniques that are pro-actively designed with respect to techniques at other layers; Explains run-time adaptation and concepts/means of self-organization, in order to achieve error resiliency in complex, future many core systems.

Handbook Of Software Aging And Rejuvenation: Fundamentals, Methods, Applications, And Future Directions

Handbook Of Software Aging And Rejuvenation: Fundamentals, Methods, Applications, And Future Directions
Author: Tadashi Dohi
Publisher: World Scientific
Total Pages: 424
Release: 2020-04-22
Genre: Computers
ISBN: 9811214581
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The Handbook of Software Aging and Rejuvenation provides a comprehensive overview of the subject, making it indispensable to graduate students as well as professionals in the field. It begins by introducing fundamental concepts, definitions, and the history of software aging and rejuvenation research, followed by methods, tools, and strategies that can be used to detect, analyze, and overcome software aging.

Reliable Software Technologies – Ada-Europe 2015

Reliable Software Technologies – Ada-Europe 2015
Author: Juan Antonio de la Puente
Publisher: Springer
Total Pages: 237
Release: 2015-06-09
Genre: Computers
ISBN: 3319195840
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This book constitutes the refereed proceedings of the 20th Ada-Europe International Conference on Reliable Software Technologies, Ada-Europe 2015, held in Madrid, Spain, in June 2015. The revised 12 full papers presented together with two keynotes were carefully reviewed and selected from 36 submissions. They are organized in topical sections on language technology, real-time applications, critical systems, and multicore and distributed systems.