Jongsoo Park - Parallel Computing Lab, Intel

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Bio

Jongsoo Park is a PhD candidate at Stanford University. His research interests include compilers and energy-efficient computer architectures. Park received an MS in electrical engineering from Stanford University. Contact him at jongsoo@stanford.edu.

Research Interests

Papers共 119 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Wukong: Towards a Scaling Law for Large-Scale Recommendation

Buyun Zhang,Liang Luo,Yuxin Chen,Jade Nie,Xi Liu,Shen Li,Yanli Zhao,Yuchen Hao, Yantao Yao,Ellie Wen,Jongsoo Park,Maxim Naumov, Wenlin Chen

ICML (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, Dheevatsa Mudigere,Maxim Naumov

CoRR (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,Dimitry Melts,Jasmine Klar,Renee L'Heureux, Matt Perry,Doug Burger,Eric Chung, Zhaoxia (Summer) Deng, Sam Naghshineh,Jongsoo Park,Maxim Naumov

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, Paul Rivera,Jie You, Chun-Cheng Jason Chen,Mosharaf Chowdhury

PROCEEDINGS OF THE 17TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, OSDI 2023pp.817-831, (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,Yasmine Badr,Jongsoo Park,Jiyan Yang,Dheevatsa Mudigere,Ellie Wen

arXiv (Cornell University) (2022)

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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,Leon Gao, Dmytro Ivchenko,Aarti Basant,Yuxi Hu,Jiyan Yang,Ehsan K. Ardestani,Xiaodong Wang,Rakesh Komuravelli,Ching-Hsiang Chu,Serhat Yilmaz,Huayu Li,Jiyuan Qian,Zhuobo Feng,Yinbin Ma, Junjie Yang,Ellie Wen,Hong Li,Lin Yang,Chonglin Sun,Whitney Zhao,Dimitry Melts,Krishna Dhulipala, K. R. Kishore, Tyler Graf,Assaf Eisenman,Kiran Kumar Matam,Adi Gangidi,Guoqiang Jerry Chen, Manoj Krishnan,Avinash Nayak,Krishnakumar Nair,Bharath Muthiah,Mahmoud Khorashadi,Pallab Bhattacharya,Petr Lapukhov,Maxim Naumov, Ajit Mathews,Lin Qiao,Mikhail Smelyanskiy,Bill Jia,Vijay Rao

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

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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 Summa,Jongsoo Park,Aarti Basant,Niket Agarwal,Carole-Jean Wu,Christos Kozyrakis

arXiv (Cornell University) (2022)

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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,Jongsoo Park,Misha Smelyanskiy,Alex Aiken

OSDI（2022）

Cited54Views0EIBibtex

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,Alexander W. Min,Tsung-Yuan C. Tai,Christian Maciocco,Rajesh Sankaran

user-60ab1d9b4c775e04970067d6（2021）

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