Even CERN has to queue for GPUs. Here's how they optimise what they have

'There's a tendency to say that all ML workloads need a GPU, but for inference you probably don't need them'

John Leonard
clock • 4 min read
CERN. Source: Wikimedia
Image:

CERN. Source: Wikimedia

CERN, the European Organisation for Nuclear Research, has long had some of the biggest of big data needs. Its engineers historically built their own IT systems including for distributed and high performing computing (HPC), and sometimes still do. But the culture has largely shifted to engaging with open source communities with similar requirements, including adopting OpenStack for the computing needs of the Large Hadron Collider.

Latterly, CERN engineers have moved further down this road, embracing Kubernetes and the cloud native ecosystem . "Cloud-native native is not just about the basic infrastructure is really all th...

To continue reading this article...

Join Computing

  • Unlimited access to real-time news, analysis and opinion from the technology industry
  • Receive important and breaking news in our daily newsletter
  • Be the first to hear about our events and awards programmes
  • Join live member only interviews with IT leaders at the ‘IT Lounge’; your chance to ask your burning tech questions and have them answered
  • Access to the Computing Delta hub providing market intelligence and research
  • Receive our members-only newsletter with exclusive opinion pieces from senior IT Leaders

Join now

 

Already a Computing member?

Login

You may also like
Apple releases eight OpenELM AI small language models for on-device use

Mobile Software

Proof-of-concept AI models from Apple come just days after the release of Microsoft’s Phi-3

clock 29 April 2024 • 2 min read
Big Tech's AI spending spree worries investors

Artificial Intelligence

Zuckerberg says building a leading AI system will take several years and require significant investment

clock 26 April 2024 • 3 min read
CMA invites comments on Microsoft and Amazon AI partnerships

Legislation and Regulation

Regulator has warned against Big Tech's growing AI dominance

clock 25 April 2024 • 3 min read

More on Big Data and Analytics

Even CERN has to queue for GPUs. Here's how they optimise what they have

Even CERN has to queue for GPUs. Here's how they optimise what they have

'There's a tendency to say that all ML workloads need a GPU, but for inference you probably don't need them'

John Leonard
clock 17 April 2024 • 4 min read
Partner Content: Why good data is the foundation of AI success

Partner Content: Why good data is the foundation of AI success

Does your organisation have the right quantity and quality of data to make its AI ambitions a reality?

Arrow
clock 04 April 2024 • 2 min read
Partner Content: Human-in-the-loop - How AI can boost your organisational culture

Partner Content: Human-in-the-loop - How AI can boost your organisational culture

Why it’s vital to consider your organisation’s people when implementing AI

Arrow
clock 26 March 2024 • 2 min read