Thanh Hoang Le Hai

Lecturer • Department of Computer Systems and Networks • Falculty of Computer Science and Engineering, HCMUT, VNU-HCM

Research

My research focuses on Deep Reinforcement Learning for Multi-Objective Scheduling and Job Runtime Prediction to optimize Green HPC systems. I am also applying cutting-edge technologies including Large Language Models (LLMs) and NLP techniques for HPC job analysis. These efforts aim to improve the performance and efficiency of emerging AI and data-intensive applications running on large-scale computing infrastructures.

In alignment with Digital Twin 5.0 technologies, I serve as the Product Manager of the Xanh Market solution, a core product of TIST Lab, IST, HCMUT. Xanh Market delivers a personalized farming experience that connects growers and consumers to enhance the value of Vietnam's agricultural products.

My current research topics:

• [LLM Fine-Tuning for HPC Job Analysis] ( [DREAM]'26)
• [Reinforcement Learning-based Scheduling and Backfilling for HPC Systems] ( [MIWAI]'25, [ICSSE]'23, [ACOMPA]'23, [ACOMP]'20)
• [Job Runtime Prediction and Ensemble Methods] ( [FDSE]'25, [FDSE]'24, [ICCMA]'21)
• [Intelligent Plant Analytics for Personalized Farming Experience] ( Xanh Market)

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