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The evolution of continuous experimentation in software product development: from data to a data-driven organization at scale.

, , , and . ICSE, page 770-780. IEEE / ACM, (2017)

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Towards Data-Driven Product Development: A Multiple Case Study on Post-deployment Data Usage in Software-Intensive Embedded Systems., and . LESS, volume 167 of Lecture Notes in Business Information Processing, page 152-164. Springer, (2013)Data-driven continuous evolution of smart systems., and . SEAMS@ICSE, page 28-34. ACM, (2016)Data management for production quality deep learning models: Challenges and solutions., , , , and . J. Syst. Softw., (2022)Chapter 11 Experimentation for Business-to-Business Mission-Critical Systems: A Case Study., , , and . Accelerating Digital Transformation, Springer, (2022)Differentiating Feature Realization in Software Product Development., , and . PROFES, volume 10611 of Lecture Notes in Computer Science, page 221-236. Springer, (2017)An End-to-End Framework for Productive Use of Machine Learning in Software Analytics and Business Intelligence Solutions., , , and . PROFES, volume 12562 of Lecture Notes in Computer Science, page 217-233. Springer, (2020)It takes three to tango: Requirement, outcome/data, and AI driven development., , and . SiBW, volume 2305 of CEUR Workshop Proceedings, page 177-192. CEUR-WS.org, (2018)Leveraging Business Transformation with Machine Learning Experiments., , and . ICSOB, volume 370 of Lecture Notes in Business Information Processing, page 183-191. Springer, (2019)Experimentation that Matters: A Multi-case Study on the Challenges with A/B Testing., , and . ICSOB, volume 304 of Lecture Notes in Business Information Processing, page 179-185. Springer, (2017)Engineering Federated Learning Systems: A Literature Review., , and . ICSOB, volume 407 of Lecture Notes in Business Information Processing, page 210-218. Springer, (2020)