Aiswarya Raj Munappy

Doctoral Student at Software Engineering 1

Source: chalmers.se
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Showing 14 publications

2023

Maturity Assessment Model for Industrial Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 30th Asia-Pacific Software Engineering Conference, APSEC 2023, p. 503-513
Paper in proceeding
2022
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Data management for production quality deep learning models: Challenges and solutions

Aiswarya Raj Munappy, Jan Bosch, Helena Holmstrom Olsson et al
Journal of Systems and Software. Vol. 191
Journal article
2022

Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study

Anas Dakkak, Aiswarya Raj Munappy, Jan Bosch et al
Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022, p. 914-923
Paper in proceeding
2021

On the Impact of ML use cases on Industrial Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2021-December, p. 463-472
Paper in proceeding
2021

On the Trade-off Between Robustness and Complexity in Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Communications in Computer and Information Science. Vol. 1439 CCIS, p. 401-415
Paper in proceeding
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2020
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Data Pipeline Management in Practice: Challenges and Opportunities

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 12562 LNCS, p. 168-184
Paper in proceeding
2020
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Modelling Data Pipelines

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
Proceedings - 46th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2020, p. 13-20
Paper in proceeding
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2020

Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions

Lucy Lwakatare, Aiswarya Raj Munappy, Ivica Crnkovic et al
Information and Software Technology. Vol. 127
Journal article
2020

Towards automated detection of data pipeline faults

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2020-December, p. 346-355
Paper in proceeding
2020
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From Ad-Hoc Data Analytics to DataOps

Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch et al
Proceedings - 2020 IEEE/ACM International Conference on Software and System Processes, ICSSP 2020, p. 165-174
Paper in proceeding
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2019

Data Management Challenges for Deep Learning

Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson et al
Proceedings - 45th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2019, p. 140-147
Paper in proceeding
2019
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A taxonomy of software engineering challenges for machine learning systems: An empirical investigation

Lucy Lwakatare, Aiswarya Raj Munappy, Jan Bosch et al
Lecture Notes in Business Information Processing. Vol. 355, p. 227-243
Paper in proceeding

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