Shiyao Ma

According to our database, Shiyao Ma authored at least 18 papers between 2016 and 2024.

Collaborative distances:

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

2024

Federated Learning with CSMA Based User Selection for IoT Applications.

Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Qiang Tong, Tao Cui, Wenqi Zhang

Proceedings of the IEEE International Conference on Communications, 2024

2023

Robust Semisupervised Federated Learning for Images Automatic Recognition in Internet of Drones.

Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato

IEEE Internet Things J., April, 2023

Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis.

Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li

IEEE J. Sel. Areas Commun., 2023

Federated Learning over a Wireless Network: Distributed User Selection through Random Access.

Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Tao Cui, Lingjuan Lyu

CoRR, 2023

A General Solution for Straggler Effect and Unreliable Communication in Federated Learning.

Tianming Zang, Ce Zheng, Shiyao Ma, Chen Sun, Wei Chen

Proceedings of the IEEE International Conference on Communications, 2023

2022

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer.

Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato

IEEE Trans. Ind. Informatics, 2022

Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones.

Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato

CoRR, 2022

2021

Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design.

Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2019

Adia: Achieving High Link Utilization with Coflow-Aware Scheduling in Data Center Networks.

Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li

IEEE Trans. Cloud Comput., 2019

2018

Unraveling the RTT-fairness Problem for BBR: A Queueing Model.

Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang, Bo Li

Proceedings of the IEEE Global Communications Conference, 2018

2017

Towards RTT Fairness of Congestion-Based Congestion Control.

Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li

CoRR, 2017

Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling.

Wei Wang, Shiyao Ma, Bo Li, Baochun Li

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Maximizing link utilization with coflow-aware scheduling in datacenter networks.

Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li, Jiangchuan Liu

Proceedings of the IEEE International Conference on Communications, 2017

2016

Symbiosis: Network-aware task scheduling in data-parallel frameworks.

Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Maximizing container-based network isolation in parallel computing clusters.

Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

Tailor: Trimming Coflow Completion Times in Datacenter Networks.

Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

Chronos: Meeting coflow deadlines in data center networks.

Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing.

Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016