| 2021 | LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems. | Arnab Phani, Benjamin Rath, Matthias Boehm |
| 2021 | Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning. | Aurlien Personnaz, Sihem Amer-Yahia, Laure Berti-quille, Maximilian Fabricius, Srividya Subramanian |
| 2021 | P | Zhe Peng, Cheng Xu, Haixin Wang, Jinbin Huang, Jianliang Xu, Xiaowen Chu |
| 2021 | DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python. | Jinglin Peng, Weiyuan Wu, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeffrey M. Rzeszotarski, Jiannan Wang |
| 2021 | MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures. | Johns Paul, Shengliang Lu, Bingsheng He, Chiew Tong Lau |
| 2021 | Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence. | Eliana Pastor, Luca de Alfaro, Elena Baralis |
| 2021 | ArkDB: A Key-Value Engine for Scalable Cloud Storage Services. | Zhu Pang, Qingda Lu, Shuo Chen, Rui Wang, Yikang Xu, Jiesheng Wu |
| 2021 | Terrace: A Hierarchical Graph Container for Skewed Dynamic Graphs. | Prashant Pandey, Brian Wheatman, Helen Xu, Aydin Bulu |
| 2021 | Vector Quotient Filters: Overcoming the Time/Space Trade-Off in Filter Design. | Prashant Pandey, Alex Conway, Joe Durie, Michael A. Bender, Martin Farach-Colton, Rob Johnson |
| 2021 | Auditable serverless computing for farm management. | Servio Palacios, Drew Zabrocki, Bharat K. Bhargava, Vaneet Aggarwal |
| 2021 | Semantic enrichment of data for AI applications. | Fatma zcan, Chuan Lei, Abdul Quamar, Vasilis Efthymiou |
| 2021 | Crosstown Foundry: A Scalable Data-driven Journalism Platform for Hyper-local News. | Luciano Nocera, George Constantinou, Luan V. Tran, Seon Ho Kim, Gabriel Kahn, Cyrus Shahabi |
| 2021 | When the Recursive Diversity Anonymity Meets the Ring Signature. | Wangze Ni, Peng Cheng, Lei Chen, Xuemin Lin |
| 2021 | Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study. | Felix Neutatz, Felix Biessmann, Ziawasch Abedjan |
| 2021 | Towards situational awareness with multimodal streaming data fusion: serverless computing approach. | Alina Nesen, Bharat K. Bhargava |
| 2021 | Steering Query Optimizers: A Practical Take on Big Data Workloads. | Parimarjan Negi, Matteo Interlandi, Ryan Marcus, Mohammad Alizadeh, Tim Kraska, Marc T. Friedman, Alekh Jindal |
| 2021 | Model-Parallel Model Selection for Deep Learning Systems. | Kabir Nagrecha |
| 2021 | MxTasks: How to Make Efficient Synchronization and Prefetching Easy. | Jan Mhlig, Jens Teubner |
| 2021 | Marrying Top-k with Skyline Queries: Relaxing the Preference Input while Producing Output of Controllable Size. | Kyriakos Mouratidis, Keming Li, Bo Tang |
| 2021 | Toto - Benchmarking the Efficiency of a Cloud Service. | Justin Moeller, Zi Ye, Katherine Lin, Willis Lang |
| 2021 | RUSLI: Real-time Updatable Spline Learned Index. | Mayank Mishra, Rekha Singhal |
| 2021 | Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce. | Xupeng Miao, Xiaonan Nie, Yingxia Shao, Zhi Yang, Jiawei Jiang, Lingxiao Ma, Bin Cui |
| 2021 | Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond. | Zhengjie Miao, Yuliang Li, Xiaolan Wang |
| 2021 | LSQB: a large-scale subgraph query benchmark. | Amine Mhedhbi, Matteo Lissandrini, Laurens Kuiper, Jack Waudby, Gbor Szrnyas |
| 2021 | Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints. | Ruben Mayer, Hans-Arno Jacobsen |