Juntao Zhao

According to our database, Juntao Zhao authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

MegaScale-Data: Scaling DataLoader for Multisource Large Foundation Model Training.

Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Kaihua Jiang, Yuanzhe Hu, Shibiao Nong, Yanghua Peng, Haibin Lin, Chuan Wu

Proceedings of the 21st European Conference on Computer Systems, 2026

2025

OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training.

Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Kaihua Jiang, Yuanzhe Hu, Yanghua Peng, Haibin Lin, Xin Liu, Chuan Wu

CoRR, April, 2025

Efficient LLM Serving on Hybrid Real-time and Best-effort Requests.

Borui Wan, Juntao Zhao, Chenyu Jiang, Chuanxiong Guo, Chuan Wu

CoRR, April, 2025

SplitQuant: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and Adaptive Quantization.

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu

Proceedings of the IEEE International Conference on Cluster Computing, 2025

2024

LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization.

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu

CoRR, 2024

POSTER: LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization.

Juntao Zhao, Borui Wan, Chuan Wu, Yanghua Peng, Haibin Lin

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices.

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Yibo Zhu, Chuan Wu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs.

Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

CryptoArcade: A Cloud Gaming System With Blockchain-Based Token Economy.

Sizheng Fan, Juntao Zhao, Rong Zhao, Zehua Wang, Wei Cai

IEEE Trans. Cloud Comput., 2023

Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training.

Borui Wan, Juntao Zhao, Chuan Wu

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Synchronization in games sound: an audiovisual study on player experience and performance.

Yu Chen, Tian Min, Juntao Zhao, Wei Cai

Proceedings of the GameSys 2022: Proceedings of the 2nd Workshop on Games Systems, 2022

2020

CloudArcade: A Blockchain Empowered Cloud Gaming System.

Juntao Zhao, Yuanfang Chi, Zehua Wang, Victor C. M. Leung, Wei Cai

Proceedings of the BSCI '20: Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, 2020