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02/21/2023
MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation
Deep learning recommendation systems serve personalized content under di...
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05/18/2021
RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance
Deep learning recommendation systems must provide high quality, personal...
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01/29/2021
RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference
Neural personalized recommendation models are used across a wide variety...
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10/10/2020
Cross-Stack Workload Characterization of Deep Recommendation Systems
Deep learning based recommendation systems form the backbone of most per...
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01/08/2020