Bing Hu

Mahdi Boloursaz Mashhadi

Wei Wang

Mehdi Bennis

IEEE Trans. Mob. Comput., March, 2025

A Dynamic Sliding Window Based Tensor Communication Scheduling Framework for Distributed Deep Learning.

[BibT_eX]

[DOI]

Yunqi Gao

Mahdi Boloursaz Mashhadi

Wei Wang

Rahim Tafazolli

Mérouane Debbah

IEEE Trans. Netw. Sci. Eng., 2025

HeaPS: Heterogeneity-aware participant selection for efficient federated learning.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2025

Dynamic Queuing for Approximate Fairness in Programmable Shared Memory Switches.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on High Performance Switching and Routing, 2025

2024

DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2024

ABOI: AWGR-Based Optical Interconnects for Single-Wavelength and Multi-Wavelength.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., April, 2024

US-Byte: An Efficient Communication Framework for Scheduling Unequal-Sized Tensor Blocks in Distributed Deep Learning.

[BibT_eX]

[DOI]

Yunqi Gao

Mahdi Boloursaz Mashhadi

A-Long Jin

Pei Xiao

Chunming Wu

IEEE Trans. Parallel Distributed Syst., January, 2024

WBSP: Addressing stragglers in distributed machine learning with worker-busy synchronous parallel.

[BibT_eX]

[DOI]

Parallel Comput., 2024

GWPF: Communication-efficient federated learning with Gradient-Wise Parameter Freezing.

[BibT_eX]

[DOI]

Comput. Networks, 2024

Performance-Guaranteed Routing for All-Reduce Communications of DML in Data Center Networks.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

OF-WFBP: A near-optimal communication mechanism for tensor fusion in distributed deep learning.

[BibT_eX]

[DOI]

Parallel Comput., November, 2023

A Low Complexity And Efficient Algorithm for LEO Satellite Routing.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Trust, 2023

2022

PS+: A Simple yet Effective Framework for Fast Training on Parameter Server.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

A Non-blocking Network Design for Terabit Capacity Optical Interconnects.

[BibT_eX]

[DOI]

Xiaoxue Yang

Proceedings of the 23rd IEEE International Conference on High Performance Switching and Routing, 2022

CycleDCN: A Scalable Architecture for Optical Data Center Network.

[BibT_eX]

[DOI]

Hao Wang

Pei Xiao

Proceedings of the IEEE Global Communications Conference, 2022

2021

Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2021

Roulette Wheel Balancing Algorithm With Dynamic Flowlet Switching for Multipath Datacenter Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

A Novel Architecture for High Capacity Optical Backplane.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

A Multi-objective Routing Scheme for Deterministic Network.

[BibT_eX]

[DOI]

Yutao Xia

Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

The Optimization of Model Parallelization Strategies for Multi-GPU Training.

[BibT_eX]

[DOI]

Zechao Zhang

Jianfeng Chen

Proceedings of the IEEE Global Communications Conference, 2021

2019

MiniForest: Distributed and Dynamic Multicasting in Datacenter Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

A New Anti-Jamming Strategy Based on Deep Reinforcement Learning for MANET.

[BibT_eX]

[DOI]

Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Routing in Black Box: Modularized Load Balancing for Multipath Data Center Networks.

[BibT_eX]

[DOI]

Fujie Fan

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Global Round Robin: Efficient Routing With Cut-Through Switching in Fat-Tree Data Center Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Highest Rank First: A New Class of Single-Iteration Scheduling Algorithms for Input-Queued Switches.

[BibT_eX]

[DOI]

IEEE Access, 2018

2016

On Iterative Scheduling for Input-Queued Switches With a Speedup of 2-1/N.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Distributed and dynamic multicast scheduling in fat-tree data center networks.

[BibT_eX]

[DOI]

Fujie Fan

Proceedings of the 2016 IEEE International Conference on Communications, 2016

An Efficient Routing Algorithm in Fat-Tree Data Center Networks.

[BibT_eX]

[DOI]

Zhemin Qian

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2014

The optimal joint sequence design in the feedback-based two-stage switch.

[BibT_eX]

[DOI]

An Huang

J. Netw. Comput. Appl., 2014

On iterative scheduling for input-queued switches with a speedup of 2-1/N.

[BibT_eX]

[DOI]

Kwan Lawrence Yeung

Proceedings of the IEEE 15th International Conference on High Performance Switching and Routing, 2014

2013

An efficient single-iteration single-bit request scheduling algorithm for input-queued switches.

[BibT_eX]

[DOI]

Zhaoyang Zhang

J. Netw. Comput. Appl., 2013

2012

Load-balanced three-stage switch.

[BibT_eX]

[DOI]

Zhaoyang Zhang

J. Netw. Comput. Appl., 2012

On the scalability of feedback-based two-stage switch.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

FTMS: An efficient multicast scheduling algorithm for feedback-based two-stage switch.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

M<sup>2</sup>-CYCLE: An optical layer algorithm for fast link failure detection in all-optical mesh networks.

[BibT_eX]

[DOI]

Comput. Networks, 2011

Minimizing the Communication Overhead of Iterative Scheduling Algorithms for Input-Queued Switches.

[BibT_eX]

[DOI]

Zhaoyang Zhang

Proceedings of the Global Communications Conference, 2011

Achieving 100% Throughput for Multicast Traffic in Input-Queued Switches.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

2010

Feedback-Based Scheduling for Load-Balanced Two-Stage Switches.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2010

Load-Balanced Optical Switch for High-Speed Router Design.

[BibT_eX]

[DOI]

Kwan Lawrence Yeung

Proceedings of IEEE International Conference on Communications, 2010

2007

A Novel Feedback Mechanism for Load Balanced Two-Stage Switches.

[BibT_eX]

[DOI]

Ngai Hang Liu

Proceedings of IEEE International Conference on Communications, 2007

2006

On Minimizing Feedback Overhead for Two-stage Switches.

[BibT_eX]

[DOI]