Autonomous Real-Time Testing

Autonomous Real-Time Testing PDF Author: Thomas Michael Fehlmann
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832550380
Category : Computers
Languages : en
Pages : 165

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Book Description
Software testing is becoming increasingly important because more and more products are software-intensive. Cars, for example, contain more and more control software (ECUs) that are networked with each other. With new rail vehicles, software problems delay commissioning by months, even years, because the different components are not coordinated with each other. A timely system test would help, but there is a lack of time and resources. The functionality of the software is simply too great. So, you must automate. Automation is not only necessary for the execution of tests, but above all for the generation of suitable test cases. This is possible with Combinatory Logic, the Analytic Hierarchy Process (AHP), and Quality Function Deployment (QFD). When today’s cars use map services from the cloud, or their own sensors, for an Advanced Driving Assistance System (ADAS) to perform driving decisions; or when in the future an autonomous car meets another; or with truck platooning; or when adding a new, previously unknown device to an IoT orchestra, the original base system expands its functionality. Therefore, such an expanding system needs being retested before it can do decisions with the potential of affecting harm to humans or things, after each update, after each learning. This is Continuous Testing during operation; it supplements Continuous Delivery and Continuous Integration. Disruptive innovations in automotive require an equally disruptive new approach to testing of software-intense systems. This requires moving from once-upon-a-time testing before release to autonomous real-time software & systems testing during operations, with indications to users and suppliers about the actual state and testing results. This book explains the theory and the implementation approach for a framework for Autonomous Real-time Testing (ART) of a software-intense system while in operation.

Autonomous Real-Time Testing

Autonomous Real-Time Testing PDF Author: Thomas Michael Fehlmann
Publisher: Logos Verlag Berlin GmbH
ISBN: 3832550380
Category : Computers
Languages : en
Pages : 165

Get Book Here

Book Description
Software testing is becoming increasingly important because more and more products are software-intensive. Cars, for example, contain more and more control software (ECUs) that are networked with each other. With new rail vehicles, software problems delay commissioning by months, even years, because the different components are not coordinated with each other. A timely system test would help, but there is a lack of time and resources. The functionality of the software is simply too great. So, you must automate. Automation is not only necessary for the execution of tests, but above all for the generation of suitable test cases. This is possible with Combinatory Logic, the Analytic Hierarchy Process (AHP), and Quality Function Deployment (QFD). When today’s cars use map services from the cloud, or their own sensors, for an Advanced Driving Assistance System (ADAS) to perform driving decisions; or when in the future an autonomous car meets another; or with truck platooning; or when adding a new, previously unknown device to an IoT orchestra, the original base system expands its functionality. Therefore, such an expanding system needs being retested before it can do decisions with the potential of affecting harm to humans or things, after each update, after each learning. This is Continuous Testing during operation; it supplements Continuous Delivery and Continuous Integration. Disruptive innovations in automotive require an equally disruptive new approach to testing of software-intense systems. This requires moving from once-upon-a-time testing before release to autonomous real-time software & systems testing during operations, with indications to users and suppliers about the actual state and testing results. This book explains the theory and the implementation approach for a framework for Autonomous Real-time Testing (ART) of a software-intense system while in operation.

Autonomous Driving

Autonomous Driving PDF Author: Markus Maurer
Publisher: Springer
ISBN: 3662488477
Category : Technology & Engineering
Languages : en
Pages : 698

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Book Description
This book takes a look at fully automated, autonomous vehicles and discusses many open questions: How can autonomous vehicles be integrated into the current transportation system with diverse users and human drivers? Where do automated vehicles fall under current legal frameworks? What risks are associated with automation and how will society respond to these risks? How will the marketplace react to automated vehicles and what changes may be necessary for companies? Experts from Germany and the United States define key societal, engineering, and mobility issues related to the automation of vehicles. They discuss the decisions programmers of automated vehicles must make to enable vehicles to perceive their environment, interact with other road users, and choose actions that may have ethical consequences. The authors further identify expectations and concerns that will form the basis for individual and societal acceptance of autonomous driving. While the safety benefits of such vehicles are tremendous, the authors demonstrate that these benefits will only be achieved if vehicles have an appropriate safety concept at the heart of their design. Realizing the potential of automated vehicles to reorganize traffic and transform mobility of people and goods requires similar care in the design of vehicles and networks. By covering all of these topics, the book aims to provide a current, comprehensive, and scientifically sound treatment of the emerging field of “autonomous driving".

Intelligent Human Systems Integration (IHSI 2024): Integrating People and Intelligent Systems

Intelligent Human Systems Integration (IHSI 2024): Integrating People and Intelligent Systems PDF Author: Tareq Ahram
Publisher: AHFE Conference
ISBN: 1958651958
Category : Education
Languages : en
Pages : 869

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Book Description
Intelligent Human Systems Integration 2024 Proceedings of the 7th International Conference on Intelligent Human Systems Integration: Integrating People and Intelligent Systems, Università degli Studi di Palermo, Palermo, Italy, February 22- 24, 2024

Systems, Software and Services Process Improvement

Systems, Software and Services Process Improvement PDF Author: Murat Yilmaz
Publisher: Springer Nature
ISBN: 303085521X
Category : Business & Economics
Languages : en
Pages : 753

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Book Description
This volume constitutes the refereed proceedings of the 28th European Conference on Systems, Software and Services Process Improvement, EuroSPI 2021, held in Krems, Austria, in September 2021*. The 42 full papers and 9 short papers presented were carefully reviewed and selected from 100 submissions. The volume presents core research contributions and selected industrial contributions. Core research contributions: SPI and emerging software and systems engineering paradigms; SPI and team skills and diversity; SPI and recent innovations; SPI and agile; SPI and standards and safety and security norms; SPI and good/bad SPI practices in improvement; SPI and functional safety and cybersecurity; digitalisation of industry, infrastructure and e-mobility. Selected industrial contributions: SPI and emerging software and systems engineering paradigms; SPI and recent innovations; SPI and agile; SPI and standards and safety and security norms; SPI and good/bad SPI practices in improvement; SPI and functional safety and cybersecurity; digitalisation of industry, infrastructure and e-mobility; virtual reality. *The conference was partially held virtually due to the COVID-19 pandemic.

Nuclear War

Nuclear War PDF Author: Annie Jacobsen
Publisher: Penguin
ISBN: 0593476107
Category : History
Languages : en
Pages : 401

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Book Description
The INSTANT New York Times bestseller Instant Los Angeles Times bestseller “In Nuclear War: A Scenario, Annie Jacobsen gives us a vivid picture of what could happen if our nuclear guardians fail…Terrifying.”—Wall Street Journal There is only one scenario other than an asteroid strike that could end the world as we know it in a matter of hours: nuclear war. And one of the triggers for that war would be a nuclear missile inbound toward the United States. Every generation, a journalist has looked deep into the heart of the nuclear military establishment: the technologies, the safeguards, the plans, and the risks. These investigations are vital to how we understand the world we really live in—where one nuclear missile will beget one in return, and where the choreography of the world’s end requires massive decisions made on seconds’ notice with information that is only as good as the intelligence we have. Pulitzer Prize finalist Annie Jacobsen’s Nuclear War: A Scenario explores this ticking-clock scenario, based on dozens of exclusive new interviews with military and civilian experts who have built the weapons, have been privy to the response plans, and have been responsible for those decisions should they have needed to be made. Nuclear War: A Scenario examines the handful of minutes after a nuclear missile launch. It is essential reading, and unlike any other book in its depth and urgency.

Departments of Veterans Affairs and Housing and Urban Development, and Independent Agencies Appropriations for 1999

Departments of Veterans Affairs and Housing and Urban Development, and Independent Agencies Appropriations for 1999 PDF Author: United States. Congress. House. Committee on Appropriations. Subcommittee on VA, HUD, and Independent Agencies
Publisher:
ISBN:
Category : Political Science
Languages : en
Pages : 986

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Book Description


Artificial Psychology

Artificial Psychology PDF Author: James A. Crowder
Publisher: Springer
ISBN: 3030170810
Category : Technology & Engineering
Languages : en
Pages : 178

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Book Description
This book explores the subject of artificial psychology and how the field must adapt human neuro-psychological testing techniques to provide adequate cognitive testing of advanced artificial intelligence systems. It shows how classical testing methods will reveal nothing about the cognitive nature of the systems and whether they are learning, reasoning, and evolving correctly; for these systems, the authors outline how testing techniques similar to/adapted from human psychological testing must be adopted, particularly in understanding how the system reacts to failure or relearning something it has learned incorrectly or inferred incorrectly. The authors provide insights into future architectures/capabilities that artificial cognitive systems will possess and how we can evaluate how well they are functioning. It discusses at length the notion of human/AI communication and collaboration and explores such topics as knowledge development, knowledge modeling and ambiguity management, artificial cognition and self-evolution of learning, artificial brain components and cognitive architecture, and artificial psychological modeling. Explores the concepts of Artificial Psychology and Artificial Neuroscience as applied to advanced artificially cognitive systems; Provides insight into the world of cognitive architectures and biologically-based computing designs which will mimic human brain functionality in artificial intelligent systems of the future; Provides description and design of artificial psychological modeling to provide insight into how advanced artificial intelligent systems are learning and evolving; Explores artificial reasoning and inference architectures and the types of modeling and testing that will be required to "trust" an autonomous artificial intelligent systems.

ARTIFICIAL INTELLIGENT TOOLS

ARTIFICIAL INTELLIGENT TOOLS PDF Author: Yunus Topsakal
Publisher: Yunus Topsakal
ISBN:
Category : Biography & Autobiography
Languages : en
Pages : 382

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Book Description
This book serves as a comprehensive guide for readers who wish to understand how artificial intelligence works, how it is used, and which fields it serves with concrete examples, covering a total of 156 fundamental AI tools across 12 main categories and 49 subcategories. These tools, starting with major categories such as natural language processing, image processing, data analytics, and robotic systems, offer groundbreaking solutions in the world of information technologies with their functionality and versatility. The tools presented in this book aim to enhance the readers' academic knowledge and practical application skills by offering innovative and effective solutions in various fields. Each tool is introduced according to the fundamental principles of its respective area, with technical explanations and usage scenarios on how it works. The content of the book is designed to be beneficial to a wide audience, ranging from researchers to students, software developers to industry professionals. Each chapter of the book is detailed to ensure an in-depth understanding of artificial intelligence. Examples demonstrating the application areas, benefits, and limitations of each tool allow the reader to assimilate the information with a practical approach. We hope that this book will serve as a reference source for all readers who wish to explore innovative solutions in AI and gain deep knowledge in this field.

Simulation Techniques of Digital Twin in Real-Time Applications

Simulation Techniques of Digital Twin in Real-Time Applications PDF Author: Abhineet Anand
Publisher: John Wiley & Sons
ISBN: 1394256981
Category : Computers
Languages : en
Pages : 389

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Book Description
SIMULATION TECHNIQUES OF DIGITAL TWIN IN REAL-TIME APPLICATIONS The book gives a complete overview of implementing digital twin technology in real-time scenarios while emphasizing how this technology can be embedded with running technologies to solve all other issues. Divided into two parts with Part 1 focusing on simulated techniques in digital twin technology and Part 2 on real-time applications of digital twin technology, the book collects a significant number of important research articles from domain-specific experts. The book sheds light on the various techniques of digital twin technology that are implemented in various application areas. It emphasizes error findings and respective solutions before the actual event happens. Most of the features in the book are on the implementation of strategies in real-time applications. Various real-life experiences are taken to show the proper implementation of simulation technologies. The book shows how engineers of any technology can input their research ideas to convert to real scenarios by using replicas. Hence, the book has a collection of research articles from various engineers with expertise in different technologies from many regions of the world. It shows how to implement the embedded real-time data into technologies. Specifically, the chapters relate to the auto landing and cruising features in aerial vehicles, automated coal mining simulation strategy, the enhancement of workshop equipment, and implementation in power energy management for urban railways. This book also describes the coherent mechanism of digital twin technologies with deep neural networks and artificial intelligence. Audience Researchers, engineers, and students in computer science, software engineering and industrial engineering, will find this book to be very useful.

SAE International's Dictionary of Testing, Verification, and Validation

SAE International's Dictionary of Testing, Verification, and Validation PDF Author: Jon M. Quigley
Publisher: SAE International
ISBN: 1468605917
Category : Technology & Engineering
Languages : en
Pages : 463

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Book Description
Created to elevate expertise in testing, verification, and validation with industry-specific terminology, readers are empowered to navigate the complex world of quality assurance. From foundational concepts to advanced principles, each entry provides clarity and depth, ensuring the reader becomes well-versed in the language of precision. This dictionary is an indispensable companion for both professionals and students seeking to unravel the nuances of testing methodologies, verification techniques, and validation processes. Readers will be equipped with the tools to communicate effectively, make informed decisions, and excel in projects. In addition, references to SAE Standards are included to direct the read to additional information beyond a practical definition. (ISBN 9781468605907, ISBN 9781468605914, ISBN 9781468605921, DOI 10.4271/9781468605914)