| 2020 | "Amnesia" - Machine Learning Models That Can Forget User Data Very Fast. Sebastian Schelter |
| 2020 | 10th Conference on Innovative Data Systems Research, CIDR 2020, Amsterdam, The Netherlands, January 12-15, 2020, Online Proceedings |
| 2020 | A System for Studying Deep Network Training. Raul Castro Fernandez |
| 2020 | Active Reinforcement Learning for Data Preparation: Learn2Clean with Human-In-The-Loop. Laure Berti-Équille |
| 2020 | Aiming at real applications: Subsequence Outlier Detection on Mixed-Type Attributes Data in RDBMS. Fan Meng |
| 2020 | AnyLog: a Grand Unification of the Internet of Things. Daniel J. Abadi, Owen Arden, Faisal Nawab, Moshe Shadmon |
| 2020 | Big Data, AI and Banks - Uses Cases and Possibilities on the Ground. Jonathan Holman |
| 2020 | BitGourmet: Deterministic Approximation via Optimized Bit Selection. Saehan Jo, Immanuel Trummer |
| 2020 | CAFE: Constraint-Aware Feature Extraction from Large Databases. Mahdi Esmailoghli, Ziawasch Abedjan |
| 2020 | Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML. Ashvin Agrawal, Rony Chatterjee, Carlo Curino, Avrilia Floratou, Neha Godwal, Matteo Interlandi, Alekh Jindal, Konstantinos Karanasos, Subru Krishnan, Brian Kroth, Jyoti Leeka, Kwanghyun Park, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu |
| 2020 | Compiling PL/SQL Away. Christian Duta, Denis Hirn, Torsten Grust |
| 2020 | Constructing Expressive Relational Queries with Dual-Specification Synthesis. Christopher Baik, Zhongjun Jin, Michael J. Cafarella, H. V. Jagadish |
| 2020 | CrocodileDB: Efficient Database Execution through Intelligent Deferment. Zechao Shang, Xi Liang, Dixin Tang, Cong Ding, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin |
| 2020 | Cross-Blockchain Transactions. Olamide Timothy Tawose |
| 2020 | DBMS Fitting: Why should we learn what we already know? Benjamin Hilprecht, Carsten Binnig, Tiemo Bang, Muhammad El-Hindi, Benjamin Hättasch, Aditya Khanna, Robin Rehrmann, Uwe Röhm, Andreas Schmidt, Lasse Thostrup, Tobias Ziegler |
| 2020 | Dagger: A Data (not code) Debugger. El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker |
| 2020 | Data Management for Data Science - Towards Embedded Analytics. Mark Raasveldt, Hannes Mühleisen |
| 2020 | Data Management for Enterprise Applications. Franz Faerber |
| 2020 | Efficient Hard Real-Time Transaction Processing - Unachievable in Software. Matheus Nerone |
| 2020 | Enabling Rich Queries Over Heterogeneous Data From Diverse Sources In HealthCare. Abdul Quamar, Jannik Straube, Yuanyuan Tian |
| 2020 | Exploiting Directly-Attached NVMe Arrays in DBMS. Gabriel Haas, Michael Haubenschild, Viktor Leis |
| 2020 | Extending Relational Query Processing with ML Inference. Konstantinos Karanasos, Matteo Interlandi, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Doris Xin, Supun Nakandala, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino |
| 2020 | Fragment-Driven Natural Language Interaction with Databases. Christopher Baik |
| 2020 | GPU-accelerated data management under the test of time. Aunn Raza, Periklis Chrysogelos, Panagiotis Sioulas, Vladimir Indjic, Angelos-Christos G. Anadiotis, Anastasia Ailamaki |
| 2020 | Hardware-Oblivious SIMD Parallelism for In-Memory Column-Stores. Annett Ungethüm, Johannes Pietrzyk, Patrick Damme, Alexander Krause, Dirk Habich, Wolfgang Lehner, Erich Focht |
| 2020 | Is FPGA Useful for Hash Joins? Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen |
| 2020 | It Takes Two: Instrumenting the Interaction between In-Memory Databases and Solid-State Drives. Alberto Lerner, Jaewook Kwak, Sangjin Lee, Kibin Park, Yong Ho Song, Philippe Cudré-Mauroux |
| 2020 | Making DBMSes Dependency-Aware. George A. Chernishev |
| 2020 | Migrating a Privacy-Safe Information Extraction System to a Software 2.0 Design. Ying Sheng, Nguyen Vo, James B. Wendt, Sandeep Tata, Marc Najork |
| 2020 | Mosaic: A Sample-Based Database System for Open World Query Processing. Laurel J. Orr, Samuel K. Ainsworth, Kevin Jamieson, Walter Cai, Magdalena Balazinska, Dan Suciu |
| 2020 | Open-Channel SSD (What is it Good For). Ivan Luiz Picoli, Niclas Hedam, Philippe Bonnet, Pinar Tözün |
| 2020 | Overton: A Data System for Monitoring and Improving Machine-Learned Products. Christopher Ré |
| 2020 | Parallel Traversal of Graphs Stored in RDBMSs. Christine F. Reilly |
| 2020 | Pixels: Multiversion Wide Table Store for Data Lakes. Haoqiong Bian |
| 2020 | Rethinking Data Management Systems for Disaggregated Data Centers. Qizhen Zhang, Yifan Cai, Sebastian Angel, Vincent Liu, Ang Chen, Boon Thau Loo |
| 2020 | Shared Load(ing): Efficient Bulk Loading into Optimized Storage. Stefan Noll, Jens Teubner, Norman May, Alexander Boehm |
| 2020 | SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. Matthias Boehm, Iulian Antonov, Sebastian Baunsgaard, Mark Dokter, Robert Ginthör, Kevin Innerebner, Florijan Klezin, Stefanie N. Lindstaedt, Arnab Phani, Benjamin Rath, Berthold Reinwald, Shafaq Siddiqui, Sebastian Benjamin Wrede |
| 2020 | Tackling Hardware/Software co-design from a database perspective. Gustavo Alonso, Timothy Roscoe, David A. Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, Zeke Wang |
| 2020 | The Case for Deep Query Optimisation. Jens Dittrich, Joris Nix |
| 2020 | The NebulaStream Platform for Data and Application Management in the Internet of Things. Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl |
| 2020 | Topology-aware Parallel Data Processing: Models, Algorithms and Systems at Scale. Spyros Blanas, Paraschos Koutris, Anastasios Sidiropoulos |
| 2020 | Towards Autonomous, Hands-Free Data Exploration. Ori Bar El, Tova Milo, Amit Somech |
| 2020 | Umbra: A Disk-Based System with In-Memory Performance. Thomas Neumann, Michael J. Freitag |
| 2020 | View-Driven Optimization of Database-Backed Web Applications. Cong Yan, Alvin Cheung, Junwen Yang, Shan Lu |
| 2020 | VisualWorldDB: A DBMS for the Visual World. Brandon Haynes, Maureen Daum, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze |
| 2020 | We do not have Systems for Analysing IoT Big-Data. Yuya Sasaki |
| 2020 | When sweet and cute isn't enough anymore: Solving scalability issues in Python Pandas with Grizzly. Stefan Hagedorn |
| 2020 | White-box Compression: Learning and Exploiting Compact Table Representations. Bogdan Ghita, Diego G. Tomé, Peter Boncz |
| 2020 | Your notebook is not crumby enough, REPLace it. Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista, Juliana Freire |
| 2020 | alpha to omega: the G(r)eek Alphabet of Sampling. Guido Moerkotte, Axel Hertzschuch |