Yujeong Choi



Graduate student 

Korea Advanced Institute of Science and Technology (KAIST)

Profile

Vertically Integrated Architecture Research Group (VIALab)

School of Electrical Engineering,

Korea Advanced Institute of Science and Technology (KAIST)


Office : N1 818 @ KAIST

E-mail : yujeong.choi.0606@gmail.com

LinkedIn : https://www.linkedin.com/in/yjchoi0606/=

Google scholar: https://scholar.google.co.kr/citations?user=pMUxRhEAAAAJ&hl=en&oi=ao

Education

September 2020 - August 2024

Ph.D., School of Electrical Engineering, KAIST


September 2018 - August 2020

M.S., School of Electrical Engineering, KAIST


March 2014 - 2018

B.S., Department of Computer Science and Engineering, POSTECH

Summa Cum Laude

Publication

Yujeong Choi, Jiin Kim, and Minsoo Rhu

ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models

The 51st International Symposium on Computer Architecture (ISCA-51)

June 2024


Yunseong Kim, Yujeong Choi [presenting author], and Minsoo Rhu

PARIS and ELSA: An Elastic Scheduling Algorithm for Reconfigurable Multi-GPU Inference Servers

The 59th Design Automation Conference (DAC-59)

July 2022


Yujeong Choi, Yunseong Kim, and Minsoo Rhu

LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference

The 27th IEEE International Symposium on High-Performance Computer Architecture (HPCA-27)

February 2021


Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, and Minsoo Rhu

NeuMMU: Architectural Support for Efficient Address Translations in NPUs

The 25th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-25)

March 2020


Yujeong Choi, Minsoo Rhu

PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neual Processing Units

The 26th IEEE International Symposium High-Performance Computer Architecture (HPCA-26)

Feburary 2020


Deukryeol Yoon, Yujeong Choi, Eunyoung Yoon, Heekap Ahn

CT-AEM Design and Implementation for Computational Thinking Education

The Korean Institute of Information Scientists and Engineers, Vol.2016, No.6

August 2016

Experience

January 2017 - May 2017

Exchange Student, University of Maryland, College Park (UMD)


June 2017 - August 2017

Research Intern, HPCS Lab @ Seoul National University


Sept 2017 - August 2018

Research Intern, VIA Research Group @ POSTECH

Recognition