Publications

2025

    1. 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

    1. 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

    1. 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

    1. 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

    1. 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