Knowledge management in the development of data-intensive systems
Bibliographische Detailangaben
- Titel
- Knowledge management in the development of data-intensive systems
- verantwortlich
- ; ; ;
- Ausgabe
- 1st
- veröffentlicht
- Erscheinungsjahr
- 2021
- Medientyp
- E-Book
- Datenquelle
- British National Bibliography
- Tags
- Tag hinzufügen
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Inhaltsangabe:
- <P><STRONG>Chapter 1:</STRONG> <B>Data-Intensive Systems, Knowledge Management, and Software Engineering</B><BR>Bruce Maxim, Matthias Galster, Ivan Mistrik, and Bedir Tekinerdogan</P><B><P>PART I: CONCEPTS AND MODELS<BR>Chapter 2: Software Artifact Traceability in Big Data Systems</B><BR>Erik M. Fredericks and Kate M. Bowers<B><BR>Chapter 3: Architecting Software Model Management and Analytics Framework<BR></B>Bedir Tekinerdogan, Cagatay Catal, and Önder Babur<B><BR>Chapter 4: Variability in Data-Intensive Systems from an Architecture Perspective<BR></B>Matthias Galster, Bruce Maxim, Ivan, Mistrik, and Bedir Tekinerdogan</P><B><P>PART II: KNOWLEDGE DISCOVERY AND MANAGEMENT<BR>Chapter 5: Knowledge Management via Human-Centric, Domain-Specific Visual Languages for Data-intensive Software Systems</B><BR>John Grundy, Hourieh Khalajzadeh, Andrew Simmons, Humphrey O. Obie, Mohamed Abdelrazek, John Hosking, and Qiang He<B><BR>Chapter 6: Augmented Analytics for Datamining: A Formal Framework and Methodology<BR></B>Charu Chandra, Vijayaraja Thiruvengadam, and Amber MacKenzie<B><BR>Chapter 7: Mining and Managing Big Data Refactoring for Design Improvement. Are We There Yet?<BR></B>Eman Alomar, Mohamed Wiem Mkaouer, and Ali Ouni<B><BR>Chapter 8: Knowledge Discovery in Systems-of-Systems: Observations and Trends</B><BR>Bruno Sena, Frank José Affonso, Thiago Bianchi, Pedro Henrique Dias Valle, Daniel Feitosa, and Elisa Yumi Nakagawa</P><B><P>PART III: CLOUD SERVICES FOR DATA-INTENSIVE SYSTEMS<BR>Chapter 9: The Challenging Landscape of Cloud-Monitoring</B><BR>William Pourmajidi, Lei Zhang, Andriy Miranskyy, Tony Erwin, David Godwin, and John Steinbacher <B><BR>Chapter 10: Machine Learning as a Service for Software Application Categorization</B><BR>Cagatay Catal, Besme Elnaccar, Ozge Colakoglu, and Bedir Tekinerdogan<B><BR>Chapter 11: Workflow-as-a-Service Cloud Platform and Deployment of Bioinformatics Workflow Applications<BR></B>Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya</P><B><P>PART IV: CASE STUDIES <BR>Chapter 12: Application-Centric Real-Time Decisions in Practice: Preliminary Findings </P><P></B>Patrick Tendick, Audris Mockus, and Wen-Hua Ju <B><BR>Chapter 13: Industrial Evaluation of An Architectural Assumption Documentation Tool: A Case Study</B><BR>Chen Yang, Peng Liang, Paris Avgeriou, Tianqing Liu, and Zhuang Xiong</P>