June 9, 2024 International Conference on Management of Data (SIGMOD) R2D2: Reducing Redundancy and Duplication in Data Lakes Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra
May 30, 2024 Proceedings of the 37th International Conference on Neural Information Processing Systems (NeurIPS) Flow: Per-instance Personalized Federated Learning Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
April 22, 2024 The European Conference on Computer Systems (EuroSys) GMorph: Accelerating Multi-DNN Inference via Model Fusion Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan
April 16, 2024 USENIX Symposium on Networked Systems Design and Implementation (NSDI) Approximate Caching for Efficiently Serving Diffusion Models Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini
December 11, 2023 IEEE International Symposium on Multimedia (ISM) GPU-accelerated Lossless Image Compression with Massive Parallelization Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu
December 6, 2023 Foundations of Software Engineering (ESEC/FSE) Outage-Watch: Early Prediction of Outages using Extreme Event Regularizer Shubham Agarwal, Sarthak Chakraborty, Shaddy Garg, Sumit Bisht, Chahat Jain, Ashritha Gonuguntla, Shiv Saini
September 14, 2023 Automated Software Engineering (ASE) ESRO: Experience Assisted Service Reliability against Outages Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Abhimanyu Sethia, Udit Narayan Pandey, Videh Aggarwal, Shiv Saini
July 23, 2023 Proceedings of the 40th International Conference on Machine Learning (ICML) Flash: Concept Drift Adaptation in Federated Learning Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
June 23, 2023 Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) Reinforced approximate exploratory data analysis Shaddy Garg, Subrata Mitra, Tong Yu, Yash Gadhia, Arjun Kashettiwar
April 30, 2023 Proceedings of the Web Conference (WWW) CausIL: Causal Graph for Instance Level Microservice Data Sarthak Chakraborty, Shubham Agarwal, Shaddy Garg, Ayush Chauhan, Shiv Saini