Changkyu Kim

基本信息

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Bio

Changkyu Kim is a senior software engineer in the Platforms: Servers and Storage division at Google, Inc. at Mountain View, designing Google's datacenter server and storage systems for planetary-scale services. Prior to joining Google, Changkyu Kim was a senior research scientist at Intel Labs at Santa Clara, working on database/data-mining, massive graph processing, big data processing, exascale computing with state-of-art and upcoming architectures including Xeon/Xeon Phi/GPU servers.

Research Interests

Papers共 100 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

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Zhongyi Lin,Louis Feng,Ehsan K. Ardestani,Jaewon Lee, John Lundell,Changkyu Kim,Arun Kejariwal,John D. Owens

IEEE International Symposium on Performance Analysis of Systems and Software（2022）

Cited3Views0EIWOSBibtex

Supporting Massive DLRM Inference through Software Defined Memory

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

2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)（2022）

Cited7Views0EIWOSBibtex

Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale

Zhaoxia Deng,Jongsoo Park,Ping Tak Peter Tang,Haixin Liu, Jie Yang,Hector Yuen,Jianyu Huang,Daya Khudia,Xiaohan Wei,Ellie Wen,Dhruv Choudhary,Raghuraman Krishnamoorthi,Carole-Jean Wu,Satish Nadathur,Changkyu Kim,Maxim Naumov, Sam Naghshineh,Mikhail Smelyanskiy

IEEE MICRO（2021）

Cited3Views0EIBibtex

First-Generation Inference Accelerator Deployment at Facebook

Michael Anderson,Benny Chen,Stephen Chen,Summer Deng,Jordan Fix,Michael Gschwind,Aravind Kalaiah,Changkyu Kim,Jaewon Lee, Jason Liang,Haixin Liu,Yinghai Lu,Jack Montgomery, Arun Moorthy,Satish Nadathur, Sam Naghshineh,Avinash Nayak,Jongsoo Park,Chris Petersen,Martin Schatz,Narayanan Sundaram,Bangsheng Tang, Peter Tang, Amy Yang,Jiecao Yu,Hector Yuen, Ying Zhang,Aravind Anbudurai,Vandana Balan, Harsha Bojja, Joe Boyd,Matthew Breitbach, Claudio Caldato, Anna Calvo, Garret Catron,Sneh Chandwani,Panos Christeas,Brad Cottel, Brian Coutinho,Arun Dalli,Abhishek Dhanotia,Oniel Duncan,Roman Dzhabarov,Simon Elmir,Chunli Fu,Wenyin Fu,Michael Fulthorp,Adi Gangidi, Nick Gibson, Sean Gordon, Beatriz Padilla Hernandez,Daniel Ho,Yu-Cheng Huang, Olof Johansson,Shishir Juluri,Shobhit Kanaujia, Manali Kesarkar, Jonathan Killinger, Ben Kim, Rohan Kulkarni, Meghan Lele,Huayu Li, Huamin Li, Yueming Li, Cynthia Liu, Jerry Liu, Bert Maher, Chandra Mallipedi, Seema Mangla,Kiran Kumar Matam, Jubin Mehta, Shobhit Mehta, Christopher Mitchell, Bharath Muthiah, Nitin Nagarkatte, Ashwin Narasimha, Bernard Nguyen, Thiara Ortiz, Soumya Padmanabha, Deng Pan, Ashwin Poojary, Ye, Qi, Olivier Raginel, Dwarak Rajagopal, Tristan Rice, Craig Ross, Nadav Rotem, Scott Russ, Kushal Shah, Baohua Shan, Hao Shen, Pavan Shetty, Krish Skandakumaran, Kutta Srinivasan, Roshan Sumbaly, Michael Tauberg, Mor Tzur, Sidharth Verma, Hao Wang, Man Wang, Ben Wei, Alex Xia, Chenyu Xu, Martin Yang, Kai Zhang, Ruoxi Zhang, Ming Zhao, Whitney Zhao, Rui Zhu, Ajit Mathews, Lin Qiao, Misha Smelyanskiy, Bill Jia, Vijay Rao

arXiv (Cornell University) (2021)

Cited4Views0EIBibtex

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems

Naumov Maxim,Kim John, Mudigere Dheevatsa,Sridharan Srinivas,Wang Xiaodong,Zhao Whitney,Yilmaz Serhat,Kim Changkyu,Yuen Hector,Ozdal Mustafa,Nair Krishnakumar,Gao Isabel,Su Bor-Yiing,Yang Jiyan,Smelyanskiy Mikhail

CoRR (2020)

Cited45Views0EIBibtex

WSMeter: A Performance Evaluation Methodology for Google's Production Warehouse-Scale Computers

Jaewon Lee,Changkyu Kim,Kun Lin,Liqun Cheng,Rama Govindaraju,Jangwoo Kim

ASPLOS（2018）

Cited19Views0EIBibtex

Method and apparatus of instruction that merges and sorts smaller sorted vectors into larger sorted vector

Jatin Chhugani,Kim Changkyu Ck,Nadathur Rajagopalan Satish, CC Kim, NR Satish

user-618b9067e554220b8f259598（2018）

Cited6Views0Bibtex

Architecture and Implementation of the TRIPS Processor........... and Premkishore Shivakumar

Stephen W Keckler,Doug Burger,Karthikeyan Sankaralingam,Ramadass Nagarajan,Robert McDonald,Rajagopalan Desikan,Saurabh Drolia,MS Govindan,Paul Gratz,Divya Gulati,Heather Hanson,Changkyu Kim,Haiming Liu,Nitya Ranganathan,Simha Sethumadhavan,Sadia Sharif

Unique Chips and Systemspp.17-56, (2018)

Cited0Views0Bibtex

A Study on the Effects of Information Systems Quality and Emotional Labors on the Organizational Performance for the Airline Call Centers

Changkyu Kim,Shinkon Kim,Wonhee Park

Advanced science and technology letters (2016)

Cited0Views0Bibtex

Development of Methodology for Evaluation Performance Model of Information Systems

Changkyu Kim,Wonhee Park

Han'gug sanhag gi'sul haghoe nonmunji/Han-guk sanhak gisul hakoe nonmunji（2016）

Cited1Views0Bibtex

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Senior Software Engineer

Papers共 100 篇Author StatisticsCo-AuthorSimilar Experts