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Aiswarya Raj Munappy

Aiswarya Munappy – Aiswarya Raj – M. Aiswarya Raj

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affiliation: Chalmers University of Technology, Gothenburg, Sweden

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2020 – today

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2023
[c10]
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M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson:
Maturity Assessment Model for Industrial Data Pipelines. APSEC 2023: 503-513
2022
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Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne:
Data management for production quality deep learning models: Challenges and solutions. J. Syst. Softw. 191: 111359 (2022)
[c9]
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Anas Dakkak, Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson:
Customer Support In The Era of Continuous Deployment: A Software-Intensive Embedded Systems Case Study. COMPSAC 2022: 914-923
2021
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M. Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Anders Jansson:
On the Impact of ML use cases on Industrial Data Pipelines. APSEC 2021: 463-472
[c7]
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Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson:
On the Trade-off Between Robustness and Complexity in Data Pipelines. QUATIC 2021: 401-415
2020
[j1]
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Lucy Ellen Lwakatare, Aiswarya Raj, Ivica Crnkovic, Jan Bosch, Helena Holmström Olsson:
Large-scale machine learning systems in real-world industrial settings: A review of challenges and solutions. Inf. Softw. Technol. 127: 106368 (2020)
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Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson, Tian J. Wang:
Towards Automated Detection of Data Pipeline Faults. APSEC 2020: 346-355
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Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Tian J. Wang:
Modelling Data Pipelines. SEAA 2020: 13-20
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Aiswarya Raj Munappy, David Issa Mattos, Jan Bosch, Helena Holmström Olsson, Anas Dakkak:
From Ad-Hoc Data Analytics to DataOps. ICSSP 2020: 165-174
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Aiswarya Raj Munappy, Jan Bosch, Helena Holmström Olsson:
Data Pipeline Management in Practice: Challenges and Opportunities. PROFES 2020: 168-184

2010 – 2019

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2019
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Aiswarya Munappy, Jan Bosch, Helena Holmström Olsson, Anders Arpteg, Björn Brinne:
Data Management Challenges for Deep Learning. SEAA 2019: 140-147
[c1]
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Lucy Ellen Lwakatare, Aiswarya Raj, Jan Bosch, Helena Holmström Olsson, Ivica Crnkovic:
A Taxonomy of Software Engineering Challenges for Machine Learning Systems: An Empirical Investigation. XP 2019: 227-243

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