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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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04/09/2021
Creating Robust Deep Neural Networks With Coded Distributed Computing for IoT Systems
The increasing interest in serverless computation and ubiquitous wireles...
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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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11/13/2020
Reducing Inference Latency with Concurrent Architectures for Image Recognition
Satisfying the high computation demand of modern deep learning architect...
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03/13/2020
Edge-Tailored Perception: Fast Inferencing in-the-Edge with Efficient Model Distribution
The rise of deep neural networks (DNNs) is inspiring new studies in myri...
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01/08/2019
Collaborative Execution of Deep Neural Networks on Internet of Things Devices
With recent advancements in deep neural networks (DNNs), we are able to ...
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02/05/2018
