Knowledge management in the development of data-intensive systems. (2021)

• Record Type: Book
• Further Information: Note: Edited by Ivan Mistrik, Matthias Galster, Bruce R. Maxim, Bedir Tekinerdogan.
• Editors: Mistrík, Ivan; Galster, Matthias; Tekinerdogan, Bedir, 1970-; Maxim, Bruce R
• Contents: Chapter 1: Data-Intensive Systems, Knowledge Management, and Software Engineering ; Bruce Maxim, Matthias Galster, Ivan Mistrik, and Bedir Tekinerdogan PART I: CONCEPTS AND MODELS; Chapter 2: Software Artifact Traceability in Big Data Systems ; Erik M. Fredericks and Kate M. Bowers; Chapter 3: Architecting Software Model Management and Analytics Framework; Bedir Tekinerdogan, Cagatay Catal, and Önder Babur; Chapter 4: Variability in Data-Intensive Systems from an Architecture Perspective; Matthias Galster, Bruce Maxim, Ivan, Mistrik, and Bedir Tekinerdogan PART II: KNOWLEDGE DISCOVERY AND MANAGEMENT; Chapter 5: Knowledge Management via Human-Centric, Domain-Specific Visual Languages for Data-intensive Software Systems ; John Grundy, Hourieh Khalajzadeh, Andrew Simmons, Humphrey O. Obie, Mohamed Abdelrazek, John Hosking, and Qiang He; Chapter 6: Augmented Analytics for Datamining: A Formal Framework and Methodology; Charu Chandra, Vijayaraja Thiruvengadam, and Amber MacKenzie; Chapter 7: Mining and Managing Big Data Refactoring for Design Improvement. Are We There Yet?; Eman Alomar, Mohamed Wiem Mkaouer, and Ali Ouni; Chapter 8: Knowledge Discovery in Systems-of-Systems: Observations and Trends ; Bruno Sena, Frank José Affonso, Thiago Bianchi, Pedro Henrique Dias Valle, Daniel Feitosa, and Elisa Yumi Nakagawa PART III: CLOUD SERVICES FOR DATA-INTENSIVE SYSTEMS; Chapter 9: The Challenging Landscape of Cloud-Monitoring ; William Pourmajidi, Lei Zhang, Andriy Miranskyy, Tony Erwin, David Godwin, and John Steinbacher ; Chapter 10: Machine Learning as a Service for Software Application Categorization ; Cagatay Catal, Besme Elnaccar, Ozge Colakoglu, and Bedir Tekinerdogan; Chapter 11: Workflow-as-a-Service Cloud Platform and Deployment of Bioinformatics Workflow Applications; Muhammad Hafizhuddin Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya PART IV: CASE STUDIES; Chapter 12: Application-Centric Real-Time Decisions in Practice: Preliminary Findings Patrick Tendick, Audris Mockus, and Wen-Hua Ju ; Chapter 13: Industrial Evaluation of An Architectural Assumption Documentation Tool: A Case Study ; Chen Yang, Peng Liang, Paris Avgeriou, Tianqing Liu, and Zhuang Xiong
• Edition: 1st
• Publisher Details: Boca Raton : Auerbach
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 005.7; Big data; Knowledge management; Computer software -- Development
• Languages: English
• ISBNs: 9781000397642; 9781000387414; 9781003001188
• Related ISBNs: 9780367430788
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.