Infrastructure

Our work in AI is enabled by some of the richest datasets in Europe combined with revolutionary computing infrastructure, including the UK’s most powerful computer.

AI relies on a trio of fundamental elements to work hardware, algorithms and software. All three are embedded in our infrastructure. 

Hardware

We are home to ARCHER2, the UK's most powerful supercomputer, which is housed at the Advanced Computing Facility (ACF), the high performance computing data centre managed by EPCC.

Also at the ACF is the Edinburgh International Data Facility (EIDF), which underpins the Data-Driven Innovation (DDI) initiative. EIDF's portfolio of services includes two Cerebras CS-2 systems. These are dedicated to large-scale AI and powered by the world’s largest silicon chip. 

ARCHER2

Advanced Computing Facility (ACF)

Edinburgh International Data Facility (EIDF)

Data Driven Innovation Initiative (DDI)

Algorithms

AI is driven by robust algorithms. Our Generative AI Laboratory (GAIL) unites the diverse research expertise across the University. GAIL taps into a thriving AI landscape with recognised strengths in natural language processing, machine learning, and data-driven innovation. It forms part of our unique ecosystem as one of Europe’s largest centres of AI research. 

Generative AI Laboratory (GAIL)

Software

As quantum computing revolutionises data processing and complex problem-solving, it stands to significantly enhance AI capabilities. As home to the largest UK grouping of quantum computing researchers, we are working with partners to solve problems beyond the reach of classical computing. Our Quantum Software Lab – in collaboration with technology giant Cisco, UK Government and other academics – is exploring ways this new technology can meet the needs of our economy and society.

Quantum Software Lab

 

Mark Parsons, Professor of High-Performance Computing and Associate Dean for e-Research, pictured with ARCHER2
Mark Parsons, Professor of High-Performance Computing and Associate Dean for e-Research, pictured with ARCHER2