HPC clusters

The HPC centers UPPMAX, HPC2N, LUNARC, NSC and Dardel

Five HPC centers

• There are many similarities:

  • Login vs. calculation/compute nodes

  • Environmental module system with software hidden until loaded with module load

  • Slurm batch job and scheduling system

• … and small differences:

  • commands to load R, MATLAB and Julia and packages/libraries

  • sometimes different versions of R, MATLAB and Julia, etc.

  • slightly different flags to Slurm

• … and some bigger differences:

  • UPPMAX has three different clusters

    • Rackham for general purpose computing on CPUs only

    • Snowy available for local projects and suits long jobs (< 1 month) and has GPUs

    • Bianca for sensitive data and has GPUs

  • HPC2N has Kebnekaise with GPUs

  • LUNARC has Cosmos with GPUs (and Cosmos-SENS)

  • NSC has several clusters - BerzeLiUs (AI/ML, NAISS) - Tetralith (NAISS) - Sigma (LiU local) - Freja (R&D, located at SMHI) - Nebula (MET Norway R&D) - Stratus (weather forecasts, located at NSC) - Cirrus (weather forecasts, located at SMHI) - We will be using Tetralith, which also has GPUs

  • PDC has Dardel with AMD GPUs

Warning

• We call the applications available via the module system modules.

  • UPPMAX

  • HPC2N

  • LUNARC

  • NSC

  • PDC

Briefly about the cluster hardware and system at UPPMAX, HPC2N, LUNARC, NSC and PDC

What is a cluster?

• Login nodes and calculations/computation nodes

• A network of computers, each computer working as a node.

• Each node contains several processor cores and RAM and a local disk called scratch.

• The user logs in to login nodes via Internet through ssh or Thinlinc.

  • Here the file management and lighter data analysis can be performed.

• The calculation nodes have to be used for intense computing.

Common features

• Linux kernel

• Bash shell

• Intel CPUs, except for Dardel with AMD.

• NVidia GPUs (HPC2N/LUNARC, also AMD) except for Dardel with AMD.

Hardware

Technology	Kebnekaise	Rackham	Snowy	Bianca	Cosmos	Tetralith	Dardel
Cores/compute node	28 (72 for largemem, 128/256 for AMD Zen3/Zen4)	20	16	16	48	32	128
Memory/compute node	128-3072 GB	128-1024 GB	128-4096 GB	128-512 GB	256-512 GB	96-384 GB	256-2048 GB
GPU	NVidia V100, A100, A6000, L40s, H100, A40, AMD MI100	None	NVidia T4	NVidia A100	NVidia A100	NVidia T4	four AMD Instinct™ MI250X á 2 GCDs

Overview of the UPPMAX systems

Overview of the HPC2N system

Overview of the LUNARC system

Overview of the NSC systems