Architecture & Infrastructure Requirements

This guide describes the architecture diagram, access policies and infrastructure requirements to set up compute plane in your GCP account

GCP Architecture Diagram

Please refer to the "Access Policies" section for details of each access policy.

Access Policies

Access PolicyRoleReason
RolePolicy -
- Blob storage - link and link
- Secret manager - link
- Artifact Registry - link
- Cluster viewer - link
<cluster_name>-platform-userRoles assumed by the TrueFoundry user are added for the following reason:
- To create and manage blob storage buckets
- To create and manage secrets within secret manager to be used within the platform
- To pull and push images to artifact registry
- To enable cloud integration for GCP. This is used to surface node level details in the platform

Requirements

Following is the list of requirements to set up compute plane in your GCP account

RequirementsDescriptionReason for requirement
GCP APIsCompute Engine API
Kubernetes Engine API
Storage Engine API
Cloud Logging API
Cloud Monitoring API
Artifact Registry API
Container File System API
Cloud Autoscaling API
IAM Service Account Credentials API
This is needed to enable Kubernetes cluster, GCS Bucket, Artifact Registry, Secrets Manager, logging and monitoring.
VPCAny existing or new VPC with the following subnets should work:
- Minimum subnet CIDR should be /24
- Additional ranges:
- Pods: min /20 CIDR
- Services: min /22 CIDR
- Cloud Router, Cloud NAT
- Port 80/443 ingress from internet or your VPN
- Allow all ports ingress inside a subnet
- port 443, 8443, 9443 and 15017 for connection to GKE master control plane
This is needed to ensure around 250 instances and 4096 pods can be run in the Kubernetes cluster. If we expect the scale to be higher, the subnet range should be increased. Cloud Router and NAT are required for egress internet access.
Egress access For Docker Registry1. public.ecr.aws
2. quay.io
3. ghcr.io
4. docker.io/truefoundrycloud
5. docker.io/natsio
6. nvcr.io
7. registry.k8s.io
This is to download docker images for Truefoundry, ArgoCD, NATS, GPU operator, ArgoRollouts, ArgoWorkflows, Istio, Keda.
DNS with SSL/TLSSet of endpoints (preferably wildcard) to point to the deployments being made. Something like .internal.example.com, .external.example.com. An ACM certificate with the chose domains as SAN is required in the same regionWhen developers deploy their services, they will need to access the endpoints of their services to test it out or call from other services. This is why we need the second domain name. Its better if we can make it a wildcard since then developers can deploy services like service1.internal.example.com, service2.internal.example.com. We also support path based routing which would make the endpoints internal.example.com/service1 and internal.example.com/service2
Compute- Quotas must be enabled for required CPU and GPU instance types (on-demand and preemptible / spot)This is to make sure TrueFoundry can bring up the machines as needed.
User/ServiceAccount to provision the infrastructure- Compute Admin
- Compute Network Admin
- Kubernetes Engine Admin
- Security Admin
- Service Account Admin
- Service Account Token Creator
- Service Account User
- Storage Admin
These are the permissions required by the IAM user in GCP to create the entire compute-plane infrastructure.