Mem-Rec: Memory Efficient Recommendation System using Alternative Representation

12 May 2023

Papers citing "Mem-Rec: Memory Efficient Recommendation System using Alternative Representation"

5 / 5 papers shown

Title
KVCrush: Key value cache size-reduction using similarity in head-behaviour Gopi Krishna Jha Sameh Gobriel Liubov Talamanova Alexander Kozlov Nilesh Jain MQ 39 0 0 24 Feb 2025
Pushing the Performance Envelope of DNN-based Recommendation Systems Inference on GPUs Rishabh Jain Vivek M. Bhasi Adwait Jog A. Sivasubramaniam M. Kandemir Chita R. Das 30 2 0 29 Oct 2024
Learnable Embedding Sizes for Recommender Systems Siyi Liu Chen Gao Yihong Chen Depeng Jin Yong Li 59 83 0 19 Jan 2021
Learning to Embed Categorical Features without Embedding Tables for Recommendation Wang-Cheng Kang D. Cheng Tiansheng Yao Xinyang Yi Ting-Li Chen Lichan Hong Ed H. Chi LMTD CML DML 50 68 0 21 Oct 2020
RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing Liu Ke Udit Gupta Carole-Jean Wu B. Cho Mark Hempstead ... Dheevatsa Mudigere Maxim Naumov Martin D. Schatz M. Smelyanskiy Xiaodong Wang 46 213 0 30 Dec 2019