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publications

NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines

Published in International Conference on Parallel and Distributed Computing: Applications and Technologies, 2024

Enhancing automatic task mapping efficiency on NUMA machines.

Recommended citation: Yang Y, Zhou T, Xiao L, Yang C, Liu X, Hu M, Wu D. NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines. In: International Conference on Parallel and Distributed Computing: Applications and Technologies (pp. 441-453). Springer; 2024.

DRL-MOSHRS: A Deep Reinforcement Learning Approach for Multi-Objective Scheduling in Heterogeneous HPC Systems

Published in 2025 IEEE 11th International Conference on High Performance and Smart Computing (HPSC), 2025

A deep reinforcement learning approach for multi-objective scheduling in heterogeneous HPC systems.

Recommended citation: Yang Y†, Xiao L†, Zhou T, Yang C, Liu X, Hu M. DRL-MOSHRS: A Deep Reinforcement Learning Approach for Multi-Objective Scheduling in Heterogeneous HPC Systems. In: International Conference on High Performance and Smart Computing. IEEE; 2025.

TaskFlare: A Heterogeneity-aware Unified Scheduling Framework for Diverse Domain-Specific Applications in Supercomputing Environments

Published in 2025 IEEE 11th International Conference on High Performance and Smart Computing (HPSC), 2025

A heterogeneity-aware unified scheduling framework for diverse domain-specific applications in supercomputing environments.

Recommended citation: Zhou T, Yang Y, Yang C, Xiao L, Liu X, Hu M. TaskFlare: A Heterogeneity-aware Unified Scheduling Framework for Diverse Domain-Specific Applications in Supercomputing Environments. In: International Conference on High Performance and Smart Computing. IEEE; 2025.

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

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Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.

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