Mengru Cai

According to our database, Mengru Cai authored at least 5 papers between 2014 and 2025.

Collaborative distances:

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

2025

Task scheduling strategy for mitigating cold start impact in serverless edge computing optical networks.

Shan Yin, Shuyao Wang, Chenyu You, Rongxuan Guo, Mengru Cai, Shanguo Huang

J. Opt. Commun. Netw., December, 2025

Robust Time-Shared Backup Strategy for Training of Large Models in Cloud-Edge Optical Networks.

Mengru Cai, Shan Yin, Xiaodong Liu, Zhizhi Li, Xueyu Fan, Shuyao Wang, Shanguo Huang

Proceedings of the IEEE INFOCOM 2025, 2025

2024

DNN distributed inference offloading scheme based on transfer reinforcement learning in metro optical networks.

Shan Yin, Lihao Liu, Mengru Cai, Yutong Chai, Yurong Jiao, Zheng Duan, Yian Li, Shanguo Huang

J. Opt. Commun. Netw., 2024

2022

Reliable adaptive edge-cloud collaborative DNN inference acceleration scheme combining computing and communication resources in optical networks.

Shan Yin, Yurong Jiao, Chenyu You, Mengru Cai, Tianyu Jin, Shanguo Huang

JOCN, 2022

2014

Research and Prevention of Rogue AP Based MitM in Wireless Network.

Mengru Cai, Zhendong Wu, Jianwu Zhang

Proceedings of the 2014 Ninth International Conference on P2P, 2014