Title Software architecture : research roadmaps from the community / Patrizio Pelliccione, Rick Kazman, Ingo Weber, Anna Liu, editors

Published Cham : Springer, 2023

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Description 1 online resource (ix, 110 pages) : illustrations (some color) Contents Intro -- Preface -- Contents -- Challenges and Opportunities in Quantum Software Architecture -- Introduction -- Background -- Overview -- RQ1: Do We Need to Consider QSA Designs in a Specialized Way? -- Accessing Quantum Computers Through Cloud -- Use of Existing Notations via Extensions -- Need for Quantum-Specific Constraints -- Classifying Quantum-Specific Quality Attributes -- Prevalence of Low-Level Design Choices in Architectural Designs -- RQ2: What Are Relevant Architecture-Level Concerns for QC? -- Integrating Quantum Components into Existing Architectures Concerning Hardware-Specific Properties in Architectural Designs -- Hardware and Software Coupling -- Hardware-Specific Optimization -- Consequences -- Other Considerations -- RQ3: Is Knowledge Gained from the Classical World Still Applicable to the Quantum World, and to Which Extent? -- Standards -- Architecture Description Languages -- Architectural Patterns -- Quantum DevOps and Quantum Services -- RQ4: How to Run Hybrid Applications from an Architectural Perspective? -- Conclusion -- References -- Software Architectures for AI Systems: State of Practiceand Challenges -- Introduction State of Practice -- Key Roles and Activities -- Conceptual Architecture and the Overall Process for Developing AI Systems -- Example: Development of a Recommender System -- Challenges -- Research Directions -- Conclusion -- References -- Architecting and Engineering Value-Based Ecosystems -- Introduction -- State of the Art -- Engineering of Value-Based Systems -- Application to Value-Based Systems -- Problem Description -- Motivating Scenarios -- The Problem and Related Challenges -- Value-Based Ecosystems -- Aspects and Architectural Implications of Solution Approaches Human- and Values-Centered Systems -- Dealing with Fuzziness -- Dealing with Uncertainty -- Quality of Data/Bias Removal -- Ensuring Values by Design -- Verification and Validation -- Value-Based Supervisor -- Governance Mechanisms -- Reputation and Incentives -- Usage of Digital Twins -- Research Opportunities -- Summary -- References -- Continuous Alignment Between Software Architecture Design and Development in CI/CD Pipelines -- Introduction and Motivation -- Background and State of the Art -- Motivational Examples -- Practical Experience at Google -- Practical Experience in Various Domains Vision and Proposed Solution -- Summary and Outlook -- References -- An Empirical Basis for Software Architecture Research -- Introduction -- Motivation -- Artifacts -- Related Work -- Mining Software Repositories -- Mining Software Repositories for Software Architecture -- Pattern Mining -- API Evolution Analytics -- Public Repositories for Datasets -- Problems -- Opportunities -- Summary and Outlook -- References -- A Better Way to Teach Software Architecture -- Introduction -- Teaching Resources -- Industry Talent Needs and Architecture Realities -- Duties, Skills, and Knowledge -- Knowledge Summary This book provides a collection of cutting-edge research roadmaps that attempt to determine and perhaps even shape the future of software architecture research. It contains a distillation of the outputs from several ICSA 2022 working sessions and the subsequent work from the authors. Software architecture research involves the study of the design and analysis of software systems, focusing on the high-level structure and organization of software components, as well as the interactions and relationships between them. It also focuses on the non-technical aspects of software design: how teams are organized, and how they communicate and work together. The first three chapters of the book investigate software architecture for emerging classes of software systems with widespread interest, including quantum computing, artificial intelligence-centric systems, and systems within value-based ecosystems. Subsequent chapters investigate the role of architecture in relation to modern development processes; sharing of data as an enabler for furthering research in software architecture; and teaching software architecture. In summary, this book provides an overview of the latest research and directions in software architecture, covering a wide array of current and emerging topics. Specifically, this book is a valuable resource for researchers and students to aid them in identifying fruitful paths for future research Notes Online resource; title from PDF title page (SpringerLink, viewed September 25, 2023) Subject Software architecture. Software architecture Form Electronic book Author Pelliccione, P. (Patrizio), editor. Kazman, Rick, editor. Weber, Ingo M., editor. Liu, Anna, editor ISBN 9783031368479 3031368479

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