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07/02/2022
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics
Modern retrospective analytics systems leverage cascade architecture to ...
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03/13/2022
FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support
Training deep neural networks (DNNs) is a computationally expensive job,...
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09/01/2021
Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning
As machine learning techniques are applied to a widening range of applic...
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08/26/2021
Stockade: Hardware Hardening for Distributed Trusted Sandboxes
The widening availability of hardware-based trusted execution environmen...
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12/05/2017