Shohaib Mahmud

According to our database, Shohaib Mahmud authored at least 9 papers between 2019 and 2025.

Collaborative distances:

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

2025

eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference.

Suraiya Tairin, Shohaib Mahmud, Haiying Shen, Anand Iyer

CoRR, March, 2025

2024

PACER: Accelerating Distributed GNN Training Using Communication-Efficient Partition Refinement and Caching.

Shohaib Mahmud, Haiying Shen, Anand P. Iyer

PACMNET, 2024

2023

Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph.

Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen, Geoffrey C. Fox, Madhav V. Marathe

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

CatCharger: Deploying In-Motion Wireless Chargers in a Metropolitan Road Network via Categorization and Clustering of Vehicle Traffic.

Li Yan, Haiying Shen, Juanjuan Zhao, Cheng-Zhong Xu, Feng Luo, Chenxi Qiu, Zhe Zhang, Shohaib Mahmud

IEEE Internet Things J., 2022

ESEP: Data-Driven Emergency and Safe Evacuation Driving Path Planning During Natural Catastrophes.

Shohaib Mahmud, Haiying Shen, Ying Natasha Zhang Foutz, Joshua Anton

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Human Mobility Data Driven Hybrid GNN+RNN Based Model For Epidemic Prediction.

Shohaib Mahmud, Haiying Shen, Ying Natasha Zhang Foutz, Joshua Anton

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Challenges of Distributed Computing for Pandemic Spread Prediction based on Large-Scale Human Interaction Data.

Sudipta Saha Shubha, Shohaib Mahmud, Haiying Shen

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

MobiRescue: Reinforcement Learning based Rescue Team Dispatching in a Flooding Disaster.

Li Yan, Shohaib Mahmud, Haiying Shen, Natasha Zhang Foutz, Joshua Anton

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

MobiAmbulance: Optimal Scheduling of Emergency Vehicles in Catastrophic Situations.

Li Yan, Shohaib Mahmud, Haiying Shen, Natasha Zhang Foutz, Donald E. Brown, Wie Yusuf, Derek Loftis, Lucas Lyons, Jonathan L. Goodall, Joshua Anton

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019