Search Results for author: Joy Arulraj

Found 3 papers, 0 papers with code

Hydro: Adaptive Query Processing of ML Queries

no code implementations22 Mar 2024 Gaurav Tarlok Kakkar, Jiashen Cao, Aubhro Sengupta, Joy Arulraj, Hyesoon Kim

Second, the optimal query plan for ML queries is data-dependent, necessitating DBMSs to adapt the query plan on the fly during execution.

Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning

no code implementations6 Apr 2021 Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj

ZEUS trains a reinforcement learning agent that learns to adaptively modify the input video segments that are subsequently sent to an action classification network.

Action Classification Action Detection +3

ODIN: Automated Drift Detection and Recovery in Video Analytics

no code implementations9 Sep 2020 Abhijit Suprem, Joy Arulraj, Calton Pu, Joao Ferreira

In this paper, we present a visual data analytics system, called ODIN, that automatically detects and recovers from drift.

Model Selection

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