Yujeong Choi

15 papers A* 6B 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 B conf
Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations.
PACT
Yujeong Choi, John Kim, Minsoo Rhu
2024 A* conf
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models.
ISCA
Yujeong Choi, Jiin Kim, Minsoo Rhu
2024 J jnl
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models.
CoRR
Yujeong Choi, Jiin Kim, Minsoo Rhu
2024 J jnl
PREBA: A Hardware/Software Co-Design for Multi-Instance GPU based AI Inference Servers.
CoRR
Gwangoo Yeo, Jiin Kim, Yujeong Choi, Minsoo Rhu
2024 A* conf
vTrain: A Simulation Framework for Evaluating Cost-Effective and Compute-Optimal Large Language Model Training.
MICRO
Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim, Minsoo Rhu
2023 J jnl
Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations.
CoRR
Yujeong Choi, John Kim, Minsoo Rhu
2023 J jnl
vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training.
CoRR
Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim, Minsoo Rhu
2022 J jnl
PARIS and ELSA: An Elastic Scheduling Algorithm for Reconfigurable Multi-GPU Inference Servers.
CoRR
Yunseong Kim, Yujeong Choi, Minsoo Rhu
2022 A* conf
PARIS and ELSA: an elastic scheduling algorithm for reconfigurable multi-GPU inference servers.
DAC
Yunseong Kim, Yujeong Choi, Minsoo Rhu
2021 A* conf
Lazy Batching: An SLA-aware Batching System for Cloud Machine Learning Inference.
HPCA
Yujeong Choi, Yunseong Kim, Minsoo Rhu
2020 J jnl
LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference.
CoRR
Yujeong Choi, Yunseong Kim, Minsoo Rhu
2020 A* conf
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units.
ASPLOS
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
2020 A* conf
PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units.
HPCA
Yujeong Choi, Minsoo Rhu
2019 J jnl
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units.
CoRR
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
2019 J jnl
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neural Processing Units.
CoRR
Yujeong Choi, Minsoo Rhu