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Modern Computing Architectures
Computer architecture, Network-on-Chip, adaptive routing, simulation-based evaluation, and reproducible experimental workflows.
✓ Independent academic and applied research group
Modern Computing Systems for Intelligent Engineering.
MCS Research Group is an independent academic and applied research group founded by Tien Hieu Le, focusing on modern computing architectures, Network-on-Chip, artificial intelligence, educational technology, and software engineering platforms.
About MCS
Research, teaching, and engineering practice in one direction.
MCS Research Group supports academic research, software engineering, and applied technology development in modern computing systems. The group connects research, teaching, and practical engineering through reproducible experiments, technical resources, and applied software platforms.
MCS Research Group is an independent research-oriented group. It is not a degree-granting university or a public higher education institution.
Research Areas
Focused on intelligent computing systems.
The group prioritizes research directions that combine rigorous experimental evaluation with deployable engineering outcomes.
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Artificial Intelligence
Machine learning and reinforcement learning for optimization, routing, scheduling, decision-making, and engineering systems.
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Computer Networks & Engineering Systems
Networked systems, monitoring tools, protocol analysis workflows, and infrastructure-oriented software platforms.
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Educational Technology
Programming education tools, AI-assisted learning resources, digital platforms, and academic knowledge systems.
Projects
Selected project directions.
NoC Adaptive Routing Research
A research stream on adaptive routing for mesh Network-on-Chip architectures using reinforcement learning-inspired policy discovery and reproducible simulation.
Engineering Software Platforms
Applied platforms for document management, workflow automation, data processing, permissions, versioning, and institutional operations.
Monitoring & Packet Analysis Tools
Tools for packet capture analysis, sensor data availability checking, and operational support in networked technical environments.
Publications & Manuscripts
MCS maintains selected publications, manuscripts in preparation, technical reports, and reproducible research artifacts.
- • Network-on-Chip routing and congestion-aware adaptive policies
- • Reinforcement learning for routing, scheduling, and system optimization
- • Reproducible simulation workflows for computer architecture research
Founder
Tien Hieu Le is a Ph.D. student at the VNU Information Technology Institute, Vietnam National University, Hanoi, and a visiting lecturer in information and communication technology at Vinh University of Technology Education. He is the founder and group lead of MCS Research Group - Modern Computing Systems.
IEEE Student MemberNetwork-on-ChipComputer ArchitectureAI & Reinforcement LearningSoftware Engineering
Academic collaboration and technical discussion.
For research collaboration, software engineering projects, teaching resources, and educational technology initiatives, please contact MCS by email.