HPC infrastructure HPC platform for scientific computing

MAXFlops

High-performance GPU and CPU clusters for materials, life-science, and AI research teams — VirtualLab handles design, operation, and tuning.

  • Bare-metal GPU and CPU clusters with an integrated job scheduler
  • Container-based, reproducible research environments
  • Native integration with Materials Square and D3Square
  • Full-service operations, monitoring, and tuning
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Compute your team can actually use

GPU
A100 · H100 · RTX
PB
Parallel storage
24/7
Monitoring & response
SLA
Guaranteed availability
Features

Core capabilities

Infrastructure, scheduling, and operations bundled together so researchers do not carry the operations burden.

Bare-metal GPU & CPU

Full access to physical nodes with no virtualization overhead — network and storage designed for HPC workloads.

Container workflows

Singularity and Docker-based research environments make reproducing the same setup for papers and benchmarks straightforward.

Job scheduler

Standard schedulers like Slurm for team-level resource allocation, with priority, quota, and fair-share policies.

Monitoring & observability

Real-time view of utilization, queue status, and job history — spot bottlenecks quickly and act on them.

VirtualLab stack integration

Submit Materials Square and D3Square jobs directly to MAXFlops, with licenses and data pipelines included.

Full-service operations

Managed service option covers hardware procurement, installation, tuning, and incident response.

How it works

How teams adopt it

From dedicated cluster builds to rented resources, pick the path that fits your situation.

  1. 01

    Define requirements

    Workload profile, concurrent users, storage and network requirements — scoped together.

  2. 02

    Design the cluster

    GPU/CPU composition, interconnect, storage tiers, and software stack designed to fit the workload.

  3. 03

    Build or migrate

    Install on-prem or place in the VirtualLab colocation facility. Migration from existing environments supported.

  4. 04

    Operate and evolve

    Ongoing monitoring, incident response, and tuning. Scale up and upgrade as your workload grows.

Use cases

Who uses it

Materials & energy R&D

DFT, MD, and ML-based screening and data generation pipelines at scale.

Life sciences & AI drug discovery

Protein structure prediction, molecular docking, and generative-model training workloads.

Universities & national labs

Shared research clusters with per-researcher quota and governance.

Manufacturing & engineering

Large-scale numerical analysis, CFD, FEA, and AI-based optimization simulation.

MAXFlops

MAXFlops is an unlimited cloud HPC solution for material researchers who use as many servers as they need, and pay only for what they use.
Visit MAXFlops

Maxflops is a cloud HPC (High-Performance Computer) solution that provides the infrastructure required for simulation R&D according to demand.

It provides an unlimited cloud computing environment for researchers’ simulation-based R&D, including the latest specification computing resources and optimized computing environment.
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Why MAXFlops?

Researchers can focus on their research

A large-scale computing environment, such as renting an entire super computing center for a short period of time, not only significantly shortens the researcher’s R&D time, but also reduces the operational burden, allowing the researcher to focus entirely on the research.

The most reasonable way for research

Since there is no need for maintenance and you only pay for what you use by borrowing as much as you need, you can optimize your infrastructure operation in the most reasonable way.

Clients
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Features

MAXFlops provides customers with a variety of cloud-based functions.

MAXFlops API

You can easily search for API key issuance, inquiry, and job history for each user on the web, and provide an environment for bulk job submission and download through Python and Bash scripts through MAXFlops API.

Free Materials Simulation

You can perform material simulation for free by linking with Materials Square, which is another service of Virtual Lab’s cloud-based material simulation platform.

Efficient computer resource management

The most efficient use of computer resources is possible through a MAXFlops billing system that is measured in seconds. With MAXFlop, there is no longer any wasted or maintenance burden due to neglect of idle resources.

Need more information about MAXFlops?

For detailed information about MAXFlops, such as features and pricing, please visit the MAXFlops website.

Visit MAXFlops

We unblock the infrastructure holding your R&D back

Tell us your workload, team size, and data characteristics — we will put together a fitting configuration and adoption path.

Request a consultation Request technical brief