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02/01/2023
Revisiting Query Performance in GPU Database Systems
GPUs offer massive compute parallelism and high-bandwidth memory accesse...
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05/20/2021
Testing DBMS Performance with Mutations
Because database systems are the critical component of modern data-inten...
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04/06/2021
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
Detection and localization of actions in videos is an important problem ...
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04/04/2021
EKO: Adaptive Sampling of Compressed Video Data
Researchers have presented systems for efficiently analysing video data ...
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02/16/2021
THIA: Accelerating Video Analytics using Early Inference and Fine-Grained Query Planning
To efficiently process visual data at scale, researchers have proposed t...
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09/09/2020
ODIN: Automated Drift Detection and Recovery in Video Analytics
Recent advances in computer vision have led to a resurgence of interest ...
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04/21/2020
SQLCheck: Automated Detection and Diagnosis of SQL Anti-Patterns
The emergence of database-as-a-service platforms has made deploying data...
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04/01/2020
SPES: A Two-Stage Query Equivalence Verifier
In database-as-a-service platforms, automated verification of query equi...
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01/30/2019
Multi-Tier Buffer Management and Storage System Design for Non-Volatile Memory
The design of the buffer manager in database management systems (DBMSs) ...
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01/21/2019