Publications
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2025
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- K. Hiniduma, J. L. Bez, R. Madduri, S. Byna (2025). *AIDRIN: A Comprehensive Toolset for Automating Data Preparation for AI*. Poster presented at the International Conference for High Performance Computing, Networking, Storage, and Analysis **(SC25)**. https://sc25.conference-program.com/presentation/?id=int_post104&sess=sess537

- K. Hiniduma, Z. Li, A. Sinha, R. Madduri, S. Byna (2025). *CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning*. In Proceedings of the 21st IEEE International Conference on e-Science **(e-Science '25)**. https://doi.org/10.1109/eScience65000.2025.00023

- K. Hiniduma, D. Ryan, S. Byna, J. L. Bez, R. Madduri (2025). *AIDRIN 2.0: A Framework to Assess Data Readiness for AI*. Poster presented at the International Conference on Scalable Scientific Data Management **(SSDBM 2025)**. https://arxiv.org/abs/2505.18213

- K. Hiniduma, S. Byna, J. L. Bez (2025). *Data Readiness for AI: A 360-Degree Survey*. **ACM Computing Surveys**, 57(9), Article 219, 39 pages (September 2025). https://doi.org/10.1145/3722214

2024
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- K. Hiniduma, S. Byna, J. L. Bez, R. Madduri (2024). *AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI*. In Proceedings of the 36th International Conference on Scientific and Statistical Database Management **(SSDBM '24)**. Association for Computing Machinery, New York, NY, USA, Article 7, 1–12. https://doi.org/10.1145/3676288.3676296