Sotabase

Career

· Researcher / Professor, University of Chicago2024–
· Researcher/Author, UC Berkeley2023–

Publications (84)

Zephyr: live migration in shared nothing databases for elastic cloud platforms
ACM SIGMOD Conference · 2011
260
cited
DataHub: Collaborative Data Science & Dataset Version Management at Scale
Conference on Innovative Data Systems Research · 2014
187
cited
E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing
Proceedings of the VLDB Endowment · 2014
181
cited
Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection
Proceedings of the VLDB Endowment · 2022
137
cited
A Demonstration of the BigDAWG Polystore System
Proceedings of the VLDB Endowment · 2015
126
cited
How Large Language Models Will Disrupt Data Management
Proceedings of the VLDB Endowment · 2023
104
cited
The BigDAWG polystore system and architecture
IEEE Conference on High Performance Extreme Computing · 2016
104
cited
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas
Proceedings of the VLDB Endowment · 2016
102
cited
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores
Proceedings of the VLDB Endowment · 2012
80
cited
Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases
SIGMOD Conference · 2015
79
cited
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures
SIGMOD Conference · 2020
72
cited
Band-limited Training and Inference for Convolutional Neural Networks
International Conference on Machine Learning · 2019
63
cited
VergeDB: A Database for IoT Analytics on Edge Devices
Conference on Innovative Data Systems Research · 2021
58
cited
Collaborative Data Analytics with DataHub
Proceedings of the VLDB Endowment · 2015
57
cited
Decomposed Bounded Floats for Fast Compression and Queries
Proceedings of the VLDB Endowment · 2021
57
cited
Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs
ACM SIGMOD Conference · 2013
54
cited
UDP: A Programmable Accelerator for Extract-Transform-Load Workloads and More
Micro · 2017
49
cited
Good to the Last Bit: Data-Driven Encoding with CodecDB
SIGMOD Conference · 2021
48
cited
OrpheusDB: Bolt-on Versioning for Relational Databases
Proceedings of the VLDB Endowment · 2017
45
cited
A robust partitioning scheme for ad-hoc query workloads
ACM Symposium on Cloud Computing · 2017
42
cited
Sotabase
Aaron Elmore | Researcher Profile | Sotabase | Sotabase