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11/09/2022
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
We present RecD (Recommendation Deduplication), a suite of end-to-end in...
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08/20/2021
Understanding and Co-designing the Data Ingestion Pipeline for Industry-Scale RecSys Training
The data ingestion pipeline, responsible for storing and preprocessing t...
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03/05/2021
ShEF: Shielded Enclaves for Cloud FPGAs
FPGAs are now used in public clouds to accelerate a wide range of applic...
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02/03/2021
Llama: A Heterogeneous Serverless Framework for Auto-Tuning Video Analytics Pipelines
The proliferation of camera-enabled devices and large video repositories...
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05/04/2018