Knowledge Management in the Development of Data-Intensive SystemsКНИГИ » ОС И БД
Название: Knowledge Management in the Development of Data-Intensive Systems Автор: Ivan Mistrik, Matthias Galster, Bruce R. Maxim, Bedir Tekinerdogan Издательство: CRC Press Год: 2021 Формат: PDF Страниц: 341 Размер: 10 Mb Язык: English
Data-intensive systems are software applications that process and generate Big Data. Data-intensive systems support the use of large amounts of data strategically and efficiently to provide intelligence. For example, examining industrial sensor data or business process data can enhance production, guide proactive improvements of development processes, or optimize supply chain systems. Designing data-intensive software systems is difficult because distribution of knowledge across stakeholders creates a symmetry of ignorance, because a shared vision of the future requires the development of new knowledge that extends and synthesizes existing knowledge.
Knowledge Management in the Development of Data-Intensive Systems addresses new challenges arising from knowledge management in the development of data-intensive software systems. These challenges concern requirements, architectural design, detailed design, implementation and maintenance. The book covers the current state and future directions of knowledge management in development of data-intensive software systems. The book features both academic and industrial contributions which discuss the role software engineering can play for addressing challenges that confront developing, maintaining and evolving systems;data-intensive software systems of cloud and mobile services; and the scalability requirements they imply. The book features software engineering approaches that can efficiently deal with data-intensive systems as well as applications and use cases benefiting from data-intensive systems.
Semantic Data Mining: An Ontology-based Approach Автор: A. Lawrynowicz Название: Semantic Data Mining: An Ontology-based Approach Издательство: IOS Press Год: 2017 ISBN: 1614997454 Серия: Studies...
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Knowledge Management in the Development of Data-Intensive Systems 
