HPC & AI Infrastructure

Coremark builds and installs the physical and software infrastructure behind high-performance computing and AI workloads — for enterprises, research institutions and cloud / hosting providers.

Solutions — HPC & AI

Infrastructure built to keep GPUs busy

From compute-node racking and high-speed interconnect to parallel file systems, NVMe storage and GPU optimisation, Coremark delivers the full physical and software stack behind demanding HPC and AI workloads.

One partner owns the design, the install and the bring-up — so the cluster you specified is the cluster that runs.

Cluster Infrastructure & Installation Parallel File Systems High-Speed Storage & Deployment GPU Optimization

InfiniBand · RoCE · Liquid cooling

HPC & AI

Cluster Infrastructure & Installation

Coremark racks and cables compute nodes, designs the power and cooling — including liquid cooling for GPU-dense racks — and brings the cluster up to a known-good state.

The interconnect is where HPC and AI clusters live or die. We design and install high-speed InfiniBand or RoCE fabrics so nodes talk to each other and to storage at full bandwidth, in the topology your workloads actually need.

Compute-node racking, structured cabling and labelling
InfiniBand / RoCE fabric design and installation
Power distribution and cooling, incl. liquid cooling for dense GPU racks
Cluster bring-up, validation and hand-over

Lustre · Storage Scale · WekaFS · BeeGFS

HPC & AI

Parallel File Systems

A cluster is only as fast as the data it can read. Parallel file systems provide high-throughput shared storage that many compute nodes read and write concurrently — the backbone that keeps expensive GPUs busy instead of idle.

Coremark designs, deploys and tunes the right platform for your workload — Lustre, IBM Storage Scale (GPFS), WekaFS or BeeGFS — sized for the bandwidth and capacity your pipelines demand.

Lustre, IBM Storage Scale / GPFS, WekaFS and BeeGFS
Throughput- and capacity-sized for your workloads
Integration with compute fabric and scheduler
Benchmarking and performance validation

NVMe all-flash · Turnkey

HPC & AI

High-Speed Storage & Deployment

Coremark supplies and deploys NVMe all-flash and hybrid storage tiers that match cost to performance across hot, warm and cold data.

We also deliver the full stack turnkey — compute, storage, networking and software — taking a design all the way to a validated, production-ready go-live.

NVMe all-flash and hybrid storage tiers
Tiering strategy matched to data temperature
Turnkey deployment of compute + storage + network + software
Design-to-go-live delivery and validation

Selection · Scaling · Tuning

HPC & AI

GPU Optimization

GPUs are the most expensive part of an AI build — and the easiest to under-utilise. Coremark selects and configures the right GPU servers and scales them across nodes.

We tune the stack for your training and inference workloads and benchmark it, so you can see the throughput your investment should be delivering.

GPU server selection and configuration
Multi-GPU and multi-node scaling
Workload tuning for AI training and inference
Benchmarking and utilisation reporting