Benchmark-Intelligent Cloud HPC for Platform Engineering
The only benchmark-intelligent optimizer & orchestrator in a manual, FTE-heavy category. Fovus benchmarks every workload, decides how it should run, and orchestrates that decision end to end inside your AWS account.
The challenges
Your team already has a way to run cloud HPC — AWS Batch, PCS, Terraform, Slurm, scripts, service tickets, or an engineer’s best guess. The hidden cost is the operating loop around it: choosing an instance, finding regional capacity, deciding whether Spot is safe, recovering interrupted jobs, and re-tuning the same infrastructure as workloads change. Platform engineers become the translation layer between R&D and a constantly changing cloud catalog, while static templates overprovision simple jobs and underserve demanding ones. The opportunity cost is engineering time spent operating compute instead of building the platform.
How we help
Fovus auto-benchmarks workloads against representative inputs and captures the runtime, resource consumption, bottlenecks, and infrastructure behavior that static templates cannot see.
Benchmark Intelligence turns that execution data into a ranked strategy for each job — instance type, storage, parallelism, region, and Spot or On-Demand — instead of reusing one human-defined configuration.
Keep control with BYOC and infrastructure guardrails. Data and execution stay inside your AWS account while your team defines allowed Regions, optimization scope, and spend boundaries.
Federate capacity across Regions and availability zones so workloads can spill to the next-best strategy when preferred GPUs or specialized instances are unavailable, instead of waiting in a queue.
Fovus Memguard checkpoints process state and recovers automatically from Spot interruption, enabling lower-cost capacity without turning interruption handling into another platform service to build and maintain.
Expose governed cloud HPC through the interfaces teams already use — web UI, CLI, Python API, and workload integrations — while Fovus handles the infrastructure decision and execution behind the scenes.
Proof across real workloads
Benchmark Intelligence is grounded in workload-level execution data, not a built-in heuristic.
500
Spot GPUs brought online across Regions in 20 minutes for a recent customer.
2–7x
Higher dollar efficiency vs. single-config cloud deployments, benchmarked on nf-core/rnaseq and nf-core/sarek.
112x
Faster time-to-insight for large-scale compound screening, benchmarked with Chemspace.
67%
Lower cost for large-batch AlphaFold 3 protein folding, with 45% lower time-to-result in the same case study.
Business Impact
Platform and IT teams stop being the human scheduler for cloud HPC. Fovus turns infrastructure decisions into a governed, repeatable service: workload-specific optimization, cross-region capacity, interruption recovery, and policy enforcement without asking every scientist or engineer to become an AWS expert. BYOC keeps data and execution inside your account while Benchmark Intelligence compounds from real workload runs.
Make cloud HPC a platform capability, not a ticket queue.
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