Yujeong Choi

According to our database, Yujeong Choi authored at least 9 papers between 2020 and 2024.

Collaborative distances:

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

2024

PREBA: A Hardware/Software Co-Design for Multi-Instance GPU based AI Inference Servers.

Gwangoo Yeo, Jiin Kim, Yujeong Choi, Minsoo Rhu

CoRR, 2024

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

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

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

Yujeong Choi, Jiin Kim, Minsoo Rhu

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

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