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Works (16)

A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature

2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
2023-05 | Conference paper
DOI: 10.1109/icse-seip58684.2023.00033
Contributors: Aleksander Fabijan; Pavel Dmitriev; Benjamin Arai; Andy Drake; Sebastian Kohlmeier; April Kwong
Source: Self-asserted source
Aleksander Fabijan

It takes a Flywheel to Fly: Kickstarting and Growing the A/B testing Momentum at Scale

2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2021-09 | Conference paper
DOI: 10.1109/seaa53835.2021.00023
Contributors: Aleksander Fabijan; Benjamin Arai; Pavel Dmitriev; Lukas Vermeer
Source: Self-asserted source
Aleksander Fabijan

The Online Controlled Experiment Lifecycle

IEEE Software
2020-03 | Journal article | Author
DOI: 10.1109/ms.2018.2875842
Part of ISSN: 0740-7459
Part of ISSN: 1937-4194
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

Enterprise-Level Controlled Experiments at Scale: Challenges and Solutions

2019 45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2019-08 | Conference paper
DOI: 10.1109/seaa.2019.00013
Contributors: Sophia Liu; Aleksander Fabijan; Michael Furchtgott; Somit Gupta; Pawel Janowski; Wen Qin; Pavel Dmitriev
Source: Self-asserted source
Aleksander Fabijan

Diagnosing Sample Ratio Mismatch in Online Controlled Experiments

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
2019-07-25 | Conference paper
DOI: 10.1145/3292500.3330722
Contributors: Aleksander Fabijan; Jayant Gupchup; Somit Gupta; Jeff Omhover; Wen Qin; Lukas Vermeer; Pavel Dmitriev
Source: Self-asserted source
Aleksander Fabijan

Safe Velocity: A Practical Guide to Software Deployment at Scale using Controlled Rollout

2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
2019-05 | Conference paper
DOI: 10.1109/icse-seip.2019.00010
Contributors: Tong Xia; Sumit Bhardwaj; Pavel Dmitriev; Aleksander Fabijan
Source: Self-asserted source
Aleksander Fabijan

Three Key Checklists and Remedies for Trustworthy Analysis of Online Controlled Experiments at Scale

2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)
2019-05 | Conference paper
DOI: 10.1109/icse-seip.2019.00009
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch; Lukas Vermeer; Dylan Lewis
Source: Self-asserted source
Aleksander Fabijan

Experimentation growth: Evolving trustworthy A/B testing capabilities in online software companies

Journal of Software: Evolution and Process
2018-12 | Journal article | Author
DOI: 10.1002/smr.2113
Part of ISSN: 2047-7473
Contributors: Aleksander Fabijan; Pavel Dmitriev; Colin McFarland; Lukas Vermeer; Helena Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

Effective Online Controlled Experiment Analysis at Large Scale

2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2018-08 | Conference paper
DOI: 10.1109/seaa.2018.00020
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

Online Controlled Experimentation at Scale: An Empirical Survey on the Current State of A/B Testing

2018 44th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2018-08 | Conference paper
DOI: 10.1109/seaa.2018.00021
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

The Anatomy of a Large-Scale Experimentation Platform

2018 IEEE International Conference on Software Architecture (ICSA)
2018-04 | Conference paper
DOI: 10.1109/icsa.2018.00009
Contributors: Somit Gupta; Lucy Ulanova; Sumit Bhardwaj; Pavel Dmitriev; Paul Raff; Aleksander Fabijan
Source: Self-asserted source
Aleksander Fabijan

The Benefits of Controlled Experimentation at Scale

2017 43rd Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2017-08 | Conference paper
DOI: 10.1109/seaa.2017.47
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-Driven Organization at Scale

2017 IEEE/ACM 39th International Conference on Software Engineering (ICSE)
2017-05 | Conference paper
DOI: 10.1109/icse.2017.76
Contributors: Aleksander Fabijan; Pavel Dmitriev; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

The Lack of Sharing of Customer Data in Large Software Organizations: Challenges and Implications

Agile Processes, in Software Engineering, and Extreme Programming
2016 | Conference paper
DOI: 10.1007/978-3-319-33515-5_4
Part of ISBN: 9783319335148
Part of ISBN: 9783319335155
Part of ISSN: 1865-1348
Part of ISSN: 1865-1356
Contributors: Aleksander Fabijan; Helena Holmström Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

Time to Say 'Good Bye': Feature Lifecycle

2016 42th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
2016-08 | Conference paper
DOI: 10.1109/seaa.2016.59
Contributors: Aleksander Fabijan; Helena Holmstrom Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan

Customer Feedback and Data Collection Techniques in Software R&D: A Literature Review

Lecture Notes in Business Information Processing
2015 | Conference paper
DOI: 10.1007/978-3-319-19593-3_12
Part of ISBN: 9783319195926
Part of ISBN: 9783319195933
Part of ISSN: 1865-1348
Part of ISSN: 1865-1356
Contributors: Aleksander Fabijan; Helena Holmström Olsson; Jan Bosch
Source: Self-asserted source
Aleksander Fabijan
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