High-Performance Computing · TU Dublin

Computing at scale.
Research with impact.

The HPC Nexus Laboratory advances high-performance, heterogeneous and energy-efficient computing for AI, big data analytics and complex scientific applications.

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Evolution and applications of high-performance computing

About the laboratory

A dedicated centre for HPC research

The HPC Nexus Laboratory was officially established at the School of Informatics and Cybersecurity, TU Dublin, in October 2023. Founded by Dr Tania Malik, the laboratory brings together postgraduate researchers, academics and industry collaborators.

Research focus

Systems, algorithms and applications

Parallel & Heterogeneous Computing

Methods for modern heterogeneous, hybrid and extreme-scale platforms.

Performance & Energy Optimization

Models and tools that improve resource use while reducing execution time and energy.

HPC for AI and Big Data

Scalable training, inference and analytics for compute-intensive workloads.

Cloud, Grid & Cluster Computing

Portable and efficient systems across distributed computing environments.

Current work

Featured projects

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IRCSET EPS and IBM

Extreme Scale Systems Data Analytics

Research focused on data analytics techniques and systems for extreme-scale computing environments.

Science Foundation Ireland and Fidelity Ireland (19/IFA/7400)

A Framework for Efficient and Scalable High-Performance Big Data Risk Analytics

HP-Analytics investigated efficient and scalable methods for high-performance big-data risk analytics.

TU Dublin Research Award

Scalable Performance Optimization of Machine-Learning-Based Big Data Analytics Applications

Research into portable and scalable performance optimization for machine-learning and big-data analytics applications on modern heterogeneous and hybrid computing platforms.

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