Yujeong Choi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Scheduling Algorithm

Processing Units

Precedence Constraints

Top Venues

Publications

Yujeong Choi, Jiin Kim, Minsoo Rhu
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models. ISCA (2024)
Yujeong Choi, Jiin Kim, Minsoo Rhu
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models. CoRR (2024)
Yujeong Choi, John Kim, Minsoo Rhu
Hera: A Heterogeneity-Aware Multi-Tenant Inference Server for Personalized Recommendations. CoRR (2023)
Jehyeon Bang, Yujeong Choi, Myeongwoo Kim, Yongdeok Kim, Minsoo Rhu
vTrain: A Simulation Framework for Evaluating Cost-effective and Compute-optimal Large Language Model Training. CoRR (2023)
Yunseong Kim, Yujeong Choi, Minsoo Rhu
PARIS and ELSA: An Elastic Scheduling Algorithm for Reconfigurable Multi-GPU Inference Servers. CoRR (2022)
Yunseong Kim, Yujeong Choi, Minsoo Rhu
PARIS and ELSA: an elastic scheduling algorithm for reconfigurable multi-GPU inference servers. DAC (2022)
Yujeong Choi, Yunseong Kim, Minsoo Rhu
Lazy Batching: An SLA-aware Batching System for Cloud Machine Learning Inference. HPCA (2021)
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units. ASPLOS (2020)
Yujeong Choi, Yunseong Kim, Minsoo Rhu
LazyBatching: An SLA-aware Batching System for Cloud Machine Learning Inference. CoRR (2020)
Yujeong Choi, Minsoo Rhu
PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units. HPCA (2020)
Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units. CoRR (2019)
Yujeong Choi, Minsoo Rhu
PREMA: A Predictive Multi-task Scheduling Algorithm For Preemptible Neural Processing Units. CoRR (2019)