Slurm
Job- and resource-level accounting for the world's most widely deployed HPC workload manager.
Resource management frameworks
Integrates with your stack — whatever it is
HEAppE
Middleware-level metering for HPC-as-a-Service access to supercomputing centres.
OpenStack
Full IaaS coverage: compute, networking, block & object storage, floating IPs and more.
OpenNebula
Metering across virtual datacenters, clusters and edge deployments.
Kubernetes
Container- and namespace-level usage for cloud-native and GPU-accelerated workloads.
Bespoke frameworks
A flexible collector model integrates with any custom or in-house management framework.
Metered assets
Real and virtual resources, all accounted for
GPU clusters
Accelerator pools by time, share or capacity.
CPU cores
Core-hours across nodes and partitions.
Networking
Bandwidth, gateways, virtual networks.
Storage
Block, object and parallel filesystems.
IP addresses
Floating and reserved address pools.
Firewalls
Security appliances and rule sets.
Containers & VMs
Virtualized workloads at any density.
Quantum & LLM
QPU access and token-based AI usage.
How it works
Monitoring → Metering → Billing
A single, event-driven pipeline carries usage from raw signal all the way to an auditable invoice — built to be arbitrarily scalable at every stage.
Monitoring & Metering
Collectors gather usage records from every integrated framework and normalize them into a common model.
Accounting & Rating
Usage is aggregated per account, project and resource, then priced against flexible rating plans.
Charging & Billing
Charges are applied to credit or budget models and rendered into clear, transparent invoices.
Architecture
Designed to scale, not to break
A modular, service-oriented architecture with an event-streaming backbone lets each stage scale independently. Add collectors, raise throughput, or onboard new resource types without re-architecting — the same design that meters a single lab cluster tracks hundreds of millions of resources on an exascale system.
IngestCollectors & events
ProcessMetering & rating engine
DeliverCharging, billing & dashboards
The frontier
Quantum & sovereign AI
Cyclops is already being integrated to monetize quantum computing platforms and to perform token-based monitoring of LLM usage inside sovereign datacenters — extending trusted, auditable accounting to the newest classes of compute.
Quantum platforms
Meter and bill QPU access alongside classical resources.
LLM token accounting
Per-token monitoring for sovereign and regulated AI.
Tell us about your infrastructure
Whichever frameworks you run, we can meter and monetize them.
Talk to us