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> - **Validation and test results:** The Quality Engineering team does [regular smoke and performance tests](index.md#validation-and-test-results) to ensure the reference architectures remain compliant
The diagram above shows that while GitLab can be installed on a single server, it is internally composed of multiple services. As a GitLab instance is scaled, each of these services are broken out and independently scaled according to the demands placed on them. In some cases PaaS can be leveraged for some services (for example, Cloud Object Storage for some file systems). For the sake of redundancy some of the services become clusters of nodes storing the same data. In a horizontal configuration of GitLab there are various ancillary services required to coordinate clusters or discover of resources (for example, PgBouncer for PostgreSQL connection management, Consul for Prometheus end point discovery).
CPU platform as a baseline ([Sysbench benchmark](https://gitlab.com/gitlab-org/quality/performance/-/wikis/Reference-Architectures/GCP-CPU-Benchmarks)).
Newer, similarly sized CPUs are supported and may have improved performance as a result. For Omnibus environments, ARM-based equivalents are also supported.
NOTE:
Any "burstable" instance types are not recommended due to inconsistent performance.
As a general guidance, GitLab should run on most infrastructure such as reputable Cloud Providers (AWS, GCP, Azure) and their services, or self managed (ESXi) that meet both the specs detailed above, as well as any requirements in this section. However, this does not constitute a guarantee for every potential permutation.
## Cloud Native Hybrid reference architecture with Helm Charts
Cloud Native Hybrid Reference Architecture is an alternative approach where select _stateless_
components are deployed in Kubernetes via our official [Helm Charts](https://docs.gitlab.com/charts/),
and _stateful_ components are deployed in compute VMs with Omnibus.
The [2k GitLab Cloud Native Hybrid](2k_users.md#cloud-native-hybrid-reference-architecture-with-helm-charts-alternative) (non HA) and [3k GitLab Cloud Native Hybrid](3k_users.md#cloud-native-hybrid-reference-architecture-with-helm-charts-alternative) (HA) reference architectures are the smallest we recommend in Kubernetes.
For environments that serve fewer users, you can lower the node specs. Depending on your user count, you can lower all suggested node specs as desired. However, it's recommended that you don't go lower than the [general requirements](../../install/requirements.md).