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Summary of a Workshop on Software-Intensive Systems and Uncertainty at Scale
The growing scale and complexity of software-intensive systems are introducing fundamental new challenges of uncertainty and scale that are particularly demanding for defense systems. To assist in meeting these challenges, the Department of Defense asked the NRC to assess the nature of U.S. national investment in software research. As part of this study, a workshop was held to examine uncertainty at scale in current and future software-intensive systems. This report presents a summary of the workshop discussions that centered on process, architecture, and the grand scale; DoD software challenges for future systems; agility at scale; quality and assurance with scale and uncertainty; and enterprise scale and beyond. The report also offers a summary of key themes emerging from the workshop: architectural challenges in large-scale systems; the need for software engineering capability; and open questions and research opportunities.
Critical Code
Critical Code contemplates Department of Defense (DoD) needs and priorities for software research and suggests a research agenda and related actions. Building on two prior booksâ€"Summary of a Workshop on Software Intensive Systems and Uncertainty at Scale and Preliminary Observations on DoD Software Research Needs and Prioritiesâ€"the present volume assesses the nature of the national investment in software research and, in particular, considers ways to revitalize the knowledge base needed to design, produce, and employ software-intensive systems for tomorrow's defense needs. Critical Code discusses four sets of questions: To what extent is software capability significant for the DoD? Is it becoming more or less significant and strategic in systems development? Will the advances in software producibility needed by the DoD emerge unaided from industry at a pace sufficient to meet evolving defense requirements? What are the opportunities for the DoD to make more effective use of emerging technology to improve software capability and software producibility? In which technology areas should the DoD invest in research to advance defense software capability and producibility?
Arguments that Count
How differing assessments of risk by physicists and computer scientists have influenced public debate over nuclear defense. In a rapidly changing world, we rely upon experts to assess the promise and risks of new technology. But how do these experts make sense of a highly uncertain future? In Arguments that Count, Rebecca Slayton offers an important new perspective. Drawing on new historical documents and interviews as well as perspectives in science and technology studies, she provides an original account of how scientists came to terms with the unprecedented threat of nuclear-armed intercontinental ballistic missiles (ICBMs). She compares how two different professional communities—physic...
Critical Code
Critical Code contemplates Department of Defense (DoD) needs and priorities for software research and suggests a research agenda and related actions. Building on two prior booksâ€"Summary of a Workshop on Software Intensive Systems and Uncertainty at Scale and Preliminary Observations on DoD Software Research Needs and Prioritiesâ€"the present volume assesses the nature of the national investment in software research and, in particular, considers ways to revitalize the knowledge base needed to design, produce, and employ software-intensive systems for tomorrow's defense needs. Critical Code discusses four sets of questions: To what extent is software capability significant for the DoD? Is it becoming more or less significant and strategic in systems development? Will the advances in software producibility needed by the DoD emerge unaided from industry at a pace sufficient to meet evolving defense requirements? What are the opportunities for the DoD to make more effective use of emerging technology to improve software capability and software producibility? In which technology areas should the DoD invest in research to advance defense software capability and producibility?
Assessing the Impacts of Changes in the Information Technology R&D Ecosystem
The U.S. information technology (IT) research and development (R&D) ecosystem was the envy of the world in 1995. However, this position of leadership is not a birthright, and it is now under pressure. In recent years, the rapid globalization of markets, labor pools, and capital flows have encouraged many strong national competitors. During the same period, national policies have not sufficiently buttressed the ecosystem, or have generated side effects that have reduced its effectiveness. As a result, the U.S. position in IT leadership today has materially eroded compared with that of prior decades, and the nation risks ceding IT leadership to other nations within a generation. Assessing the Impacts of Changes in the Information Technology R&D Ecosystem calls for a recommitment to providing the resources needed to fuel U.S. IT innovation, to removing important roadblocks that reduce the ecosystem's effectiveness in generating innovation and the fruits of innovation, and to becoming a lead innovator and user of IT. The book examines these issues and makes recommendations to strengthen the U.S. IT R&D ecosystem.
Summary of a Workshop on Software-Intensive Systems and Uncertainty at Scale
The growing scale and complexity of software-intensive systems are introducing fundamental new challenges of uncertainty and scale that are particularly demanding for defense systems. To assist in meeting these challenges, the Department of Defense asked the NRC to assess the nature of U.S. national investment in software research. As part of this study, a workshop was held to examine uncertainty at scale in current and future software-intensive systems. This report presents a summary of the workshop discussions that centered on process, architecture, and the grand scale; DoD software challenges for future systems; agility at scale; quality and assurance with scale and uncertainty; and enterprise scale and beyond. The report also offers a summary of key themes emerging from the workshop: architectural challenges in large-scale systems; the need for software engineering capability; and open questions and research opportunities.
Complex, Intelligent and Software Intensive Systems
This book includes the proceedings of the 15th International Conference on Complex, Intelligent, and Software Intensive Systems, which took place in Asan, Korea, on July 1–3, 2021. Software intensive systems are systems, which heavily interact with other systems, sensors, actuators, devices, and other software systems and users. More and more domains are involved with software intensive systems, e.g., automotive, telecommunication systems, embedded systems in general, industrial automation systems, and business applications. Moreover, the outcome of web services delivers a new platform for enabling software intensive systems. Complex systems research is focused on the overall understanding...
Contemporary Empirical Methods in Software Engineering
This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelin...
Cost Engineering
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