Yujeong Choi

According to our database, Yujeong Choi authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training.

Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim, Minsoo Rhu

CoRR, 2023

Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations.

Yujeong Choi, John Kim, Minsoo Rhu

CoRR, 2023

2022

PARIS and ELSA: an elastic scheduling algorithm for reconfigurable multi-GPU inference servers.

Yunseong Kim, Yujeong Choi, Minsoo Rhu

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

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

Yujeong Choi, Yunseong Kim, Minsoo Rhu

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

2020

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

Yujeong Choi, Yunseong Kim, Minsoo Rhu

CoRR, 2020

PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units.

Yujeong Choi, Minsoo Rhu

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units.

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

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020