| 2022 | Explainable AI: Foundations, Applications, Opportunities for Data Management Research. | Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi |
| 2022 | Efficient Insights Discovery through Conditional Generative Model based Query Approximation. | Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup B. Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra |
| 2022 | One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees. | Jinglin Peng, Bolin Ding, Jiannan Wang, Kai Zeng, Jingren Zhou |
| 2022 | Simplifying Access to Large-scale Structured Datasets by Meta-Profiling with Scalable Training Set Enrichment. | Sophie Pavia, Rituparna Khan, Anna Pyayt, Michael N. Gubanov |
| 2022 | Designing the evaluation of operator-enabled interactive data exploration in VALIDE. | Yogendra Patil, Sihem Amer-Yahia, Srividya Subramanian |
| 2022 | End-to-end Optimization of Machine Learning Prediction Queries. | Kwanghyun Park, Karla Saur, Dalitso Banda, Rathijit Sen, Matteo Interlandi, Konstantinos Karanasos |
| 2022 | Workload-Adaptive Filtering in Storage Engines. | Joshua Pan |
| 2022 | Givens QR Decomposition over Relational Databases. | Dan Olteanu, Nils Vortmeier, Dorde Zivanovic |
| 2022 | Cooperative Route Planning Framework for Multiple Distributed Assets in Maritime Applications. | Sepideh Nikookar, Paras Sakharkar, Sathyanarayanan Somasunder, Senjuti Basu Roy, Adam Bienkowski, Matthew Macesker, Krishna R. Pattipati, David Sidoti |
| 2022 | Responsible Data Integration: Next-generation Challenges. | Fatemeh Nargesian, Abolfazl Asudeh, H. V. Jagadish |
| 2022 | Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities. | Vivek R. Narasayya, Surajit Chaudhuri |
| 2022 | Nautilus: An Optimized System for Deep Transfer Learning over Evolving Training Datasets. | Supun Nakandala, Arun Kumar |
| 2022 | Rethinking Stateful Stream Processing with RDMA. | Bonaventura Del Monte, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2022 | How Good is My HTAP System? | Elena Milkai, Yannis Chronis, Kevin P. Gaffney, Zhihan Guo, Jignesh M. Patel, Xiangyao Yu |
| 2022 | HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training. | Xupeng Miao, Yining Shi, Hailin Zhang, Xin Zhang, Xiaonan Nie, Zhi Yang, Bin Cui |
| 2022 | CFDB: Machine Learning Model Analysis via Databases of CounterFactuals. | Idan Meyuhas, Aviv Ben-Arie, Yair Horesh, Daniel Deutch |
| 2022 | HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine. | Yunus Ma, Siphrey Xie, Henry Zhong, Leon Lee, King Lv |
| 2022 | Efficient Massively Parallel Join Optimization for Large Queries. | Riccardo Mancini, Srinivas Karthik, Bikash Chandra, Vasilis Mageirakos, Anastasia Ailamaki |
| 2022 | Evaluating Multi-GPU Sorting with Modern Interconnects. | Tobias Maltenberger, Ivan Ilic, Ilin Tolovski, Tilmann Rabl |
| 2022 | Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation. | Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner |
| 2022 | A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery. | Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks V. S. Lakshmanan, Xiaolin Han |
| 2022 | Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects. | Clemens Lutz, Sebastian Bre, Steffen Zeuch, Tilmann Rabl, Volker Markl |
| 2022 | Enabling useful provenance in scripting languages with a human-in-the-loop. | Yuze Lou, Michael J. Cafarella |
| 2022 | One Set to Cover All Maximal Cliques Approximately. | Xiaofan Li, Rui Zhou, Lu Chen, Chengfei Liu, Qiang He, Yun Yang |
| 2022 | Unsupervised Contextual Anomaly Detection for Database Systems. | Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Liu, Jinwei Zhu |