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Supporting Massive DLRM Inference Through Software Defined Memory



Ehsan K. Ardestani , Changkyu Kim , Seung Jae Lee , Luoshang Pan , Valmiki Rampersad , Jens Axboe , Banit Agrawal , Fuxun Yu , Ansha Yu , Trung Le , Hector Yuen , Shishir Juluri , Akshat Nanda , Manoj Wodekar , Dheevatsa Mudigere , Krishnakumar Nair , Maxim Naumov , Chris Peterson , Mikhail Smelyanskiy , Vijay Rao

* 14 pages, 5 figures 

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Deep Learning Recommendation Model for Personalization and Recommendation Systems



Maxim Naumov , Dheevatsa Mudigere , Hao-Jun Michael Shi , Jianyu Huang , Narayanan Sundaraman , Jongsoo Park , Xiaodong Wang , Udit Gupta , Carole-Jean Wu , Alisson G. Azzolini , Dmytro Dzhulgakov , Andrey Mallevich , Ilia Cherniavskii , Yinghai Lu , Raghuraman Krishnamoorthi , Ansha Yu , Volodymyr Kondratenko , Stephanie Pereira , Xianjie Chen , Wenlin Chen , Vijay Rao , Bill Jia , Liang Xiong , Misha Smelyanskiy

* 10 pages, 6 figures 

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