Jongsoo Park

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Wukong: Towards a Scaling Law for Large-Scale Recommendation

Buyun Zhang,Liang Luo,Yuxin Chen, Jade Nie,Xi Liu, Daifeng Guo, Yanli Zhao,Shen Li,Yuchen Hao, Yantao Yao, Guna Lakshminarayanan, Ellie Dingqiao Wen,

arxiv（2024）

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Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large-Scale Recommendation

Liang Luo,Buyun Zhang, Michael Tsang, Yinbin Ma,Ching-Hsiang Chu, Yuxin Chen,Shen Li,Yuchen Hao, Yanli Zhao, Guna Lakshminarayanan, Ellie Dingqiao Wen,Jongsoo Park,

arxiv（2024）

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With Shared Microexponents, A Little Shifting Goes a Long Way

Bita Rouhani,Ritchie Zhao,Venmugil Elango,Rasoul Shafipour, Mathew Hall,Maral Mesmakhosroshahi,Ankit More, Levi Melnick,Maximilian Golub,Girish Varatkar, Lei Shao, Gaurav Kolhe,

PROCEEDINGS OF THE 2023 THE 50TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE, ISCA 2023（2023）

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MTrainS: Improving DLRM training efficiency using heterogeneous memories

Hiwot Tadese Kassa, Paul Johnson, Jason Akers,Mrinmoy Ghosh,Andrew Tulloch,Dheevatsa Mudigere,Jongsoo Park,Xing Liu,Ronald Dreslinski,Ehsan K. Ardestani

CoRR (2023)

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AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models

Fan Lai,Wei Zhang,Rui Liu, William Tsai,Xiaohan Wei,Yuxi Hu, Sabin Devkota,Jianyu Huang,Jongsoo Park,Xing Liu,Zeliang Chen,Ellie Wen,

OSDIpp.817-831, (2023)

引用1浏览0EI引用

RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure

Mark Zhao, Dhruv Choudhary, Devashish Tyagi, Ajay Somani, Max Kaplan, Sung-Han Lin,Sarunya Pumma,Jongsoo Park,Aarti Basant,Niket Agarwal,Carole-Jean Wu,Christos Kozyrakis

arxiv（2023）

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DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction

Buyun Zhang,Liang Luo,Xi Liu, Jay Li,Zeliang Chen,Weilin Zhang,Xiaohan Wei,Yuchen Hao,Michael Tsang, Wenjun Wang,Yang Liu,Huayu Li,

arxiv（2022）

引用2浏览0EI引用

Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

Dheevatsa Mudigere, Yuchen Hao,Jianyu Huang,Zhihao Jia, Andrew Tulloch,Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie,Jongsoo Park, Liang Luo, Jie (Amy) Yang,

PROCEEDINGS OF THE 2022 THE 49TH ANNUAL INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE (ISCA '22)pp.993-1011, (2022)

引用21浏览0EI引用

Unity: Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization

Colin Unger,Zhihao Jia,Wei Wu,Sina Lin,Mandeep Baines,Carlos Efrain Quintero Narvaez,Vinay Ramakrishnaiah,Nirmal Prajapati,Patrick S. McCormick,Jamaludin Mohd-Yusof,Xi Luo,Dheevatsa Mudigere,

OSDI（2022）

引用54浏览0EI引用

Hardware/software co-optimization to improve performance and energy for inter-vm communication for nfvs and other producer-consumer workloads

Ren Wang,Andrew J. Herdrich,Yen-Cheng Liu, Herbert H. Hum,Jong Soo Park,Christopher J. Hughes, Namakkal N. Venkatesan, Adrian C. Moga,Aamer Jaleel,Zeshan A. Chishti, Mesut A. Ergin, Jr-Shian Tsai,

user-60ab1d9b4c775e04970067d6（2021）

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论文共 112 篇作者统计合作学者相似作者