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meta:
format: toon
version: "1.0"
kind: "deployment_blueprint"
name: "Sovereign Modular Micro-DC v1 — FR/GDPR, Eco-Efficient"
generated_by: "AI Council OS — 14-seat round table"
lastUpdated: "2026-01-01"
context:
objective: >
Deploy a repeatable, sovereign, eco-efficient micro-data center “module”
in France (FR) that can be cloned to multiple French regions. All infra
must be reproducible from Git, fully automated (zero manual provisioning),
and aligned with GDPR/data-sovereignty and EU/French sustainability and
facility expectations.
primary_regime:
jurisdiction: "EU/EEA, Member State: France"
privacy: "GDPR + French Data Protection Act (Loi Informatique et Libertés)"
dpia_required_for:
- "Healthcare data"
- "Large-scale processing of special categories of personal data"
- "AI/ML profiling of individuals at scale"
facility_standards:
- "EN 50600-oriented design"
- "French electrical codes and safety regulations"
- "ICPE classification assessment for data centers (as applicable)"
sustainability_frameworks:
- "EU Code of Conduct for Data Centres (energy efficiency)"
- "Energy Efficiency Directive (EED) reporting where thresholds reached"
- "National French energy and climate objectives (low-carbon grid mix)"
target_use_cases:
- "AI/ML training and inference with GPUs for French public and private sector"
- "SaaS / line-of-business apps for French customers"
- "Edge compute for collectivités territoriales, health, and education"
design_principles:
- "Sovereign-by-design: hosted in France, managed by FR/EU entities"
- "Modular: small, repeatable 'bricks' instead of bespoke facilities"
- "Infra-as-code and policy-as-code; no snowflake clusters"
- "Observability, SLOs, error budgets from day one"
- "Sustainability KPIs (PUE/WUE/renewables/reuse) are first-class"
assumptions:
module_scale:
it_load_kw: 80 # first FR module; can scale to 150 kW in v2
racks_total: 8
racks_gpu: 2
racks_compute: 4
racks_storage: 2
location_examples:
- "Île-de-France (suburban site with district heating option)"
- "Occitanie / Nouvelle-Aquitaine (good free-cooling potential)"
stack_choice:
bare_metal: "MAAS (or equivalent) for server discovery/commissioning"
virtualization: "Proxmox VE on most nodes; bare-metal K8s for GPU nodes optional"
cloud_layer: "Kubernetes as primary control plane; OpenStack optional add-on"
storage: "Ceph (NVMe + HDD tiers) + object storage; local NVMe cache on GPU nodes"
automation_stack:
iac:
- "Terraform for network/DCIM/inventory where APIs exist"
- "Ansible for OS/provisioning/bootstrap"
gitops:
- "Argo CD or Flux for K8s/OpenStack configuration"
policy_as_code:
- "OPA/Kyverno, CI policy checks, security/compliance gates"
sovereign_controls:
residency:
- "All primary storage and processing located in France (FR-based micro-DCs)"
- "Backups replicated only within FR or EU/EEA, never outside without explicit legal basis"
data_classification_levels:
- "PUBLIC"
- "INTERNAL"
- "PERSONAL"
- "SENSITIVE_PERSONAL"
- "CRITICAL_SOVEREIGN_FR"
cross_border_rules:
- "CRITICAL_SOVEREIGN_FR: must not leave France"
- "SENSITIVE_PERSONAL: must not leave EU/EEA"
- "PERSONAL: only with approved GDPR transfer mechanism and DPO sign-off"
operators:
- "Primary operations teams domiciled in EU; French entities preferred"
- "No non-EU NOC with direct admin access; mediation via EU-based bastions"
naming_conventions:
overview: >
Canonical naming scheme for sites and devices, used consistently in all
blueprints, IaC, monitoring, documentation and inventory systems. Pattern
is designed to be global (multi-continent), sovereign-aware (country),
location-specific (city) and module/rack/device specific.
site_code:
pattern: "<CONTINENT>-<CITY>-<COUNTRY><NN>"
description: >
Human- and machine-readable identifier for a physical site/module.
Always use fixed-width 2-digit numeric suffix <NN> for uniqueness.
examples:
- "EU-PAR-FR01 # Paris, France - primary site"
- "EU-PAR-FR02 # Paris, France - secondary site"
- "EU-MAR-FR03 # Marseille, France - third site"
- "EU-FRA-DE01 # Frankfurt, Germany - first DE site"
- "US-NY-US01 # New York, USA - first US site"
components:
continent:
code_values:
- "EU # Europe"
- "US # United States"
notes: "Extend with other continents (AP, AF, etc.) as needed."
country:
code_values:
- "FR # France"
- "DE # Germany"
- "US # United States"
notes: "Use ISO-like 2-letter codes for countries."
city:
code_values:
- "PAR # Paris"
- "MAR # Marseille"
- "BOR # Bordeaux"
- "NAN # Nantes"
- "FRA # Frankfurt"
- "NY # New York"
notes: "City codes are stable mnemonics; define centrally and reuse."
index:
pattern: "NN # 01–99"
notes: "Unique per city+country; 01 usually primary, 02 secondary, etc."
rack_code:
pattern: "<SITE>-RK<rr>"
description: >
Identifies a specific rack within a site. Can be extended with room/zone
information when necessary while preserving RK<rr> as the rack index.
examples:
- "EU-PAR-FR01-RK01"
- "EU-PAR-FR01-RK02"
- "EU-FRA-DE01-RK01"
- "US-NY-US01-RK01"
extensions:
room_or_zone:
description: >
If racks span multiple rooms/zones, use a suffix or infix such as
RK01A, RK02B or Z1-RK01 as standardised in the physical model.
examples:
- "EU-PAR-FR01-Z1-RK01"
- "EU-PAR-FR01-RK01A"
device_code:
pattern: "<SITE>-RK<rr>-<DEVICE><dd>"
description: >
Identifies a specific device in a rack. DEVICE is a short type code;
<dd> is a 2-digit index, except for devices that traditionally use
letter suffixes (e.g., PDUs A/B).
examples:
firewalls:
- "EU-PAR-FR01-RK01-FW01"
- "EU-PAR-FR01-RK01-FW02"
management_nodes:
- "EU-PAR-FR01-RK01-mgmt01 # Local management (e.g. MAAS rack controller)"
- "EU-PAR-FR01-RK01-mgmt02"
switches:
- "EU-PAR-FR01-RK01-tor01 # ToR / L3 switch"
- "EU-PAR-FR01-RK02-tor02"
- "EU-PAR-FR01-RK01-lf01 # Leaf"
- "EU-PAR-FR01-RK02-sp02 # Spine"
servers:
- "EU-PAR-FR01-RK01-srv01"
- "EU-PAR-FR01-RK01-srv02"
- "EU-FRA-DE01-RK01-srv01"
- "US-NY-US01-RK01-srv01"
storage:
- "EU-PAR-FR01-RK01-san01 # SAN array"
- "EU-PAR-FR01-RK01-nas01 # NAS filer"
- "EU-PAR-FR01-RK01-jbd01 # JBOD / disk shelf"
monitoring:
- "EU-PAR-FR01-RK01-mon01"
- "EU-PAR-FR01-RK01-mon02"
power:
- "EU-PAR-FR01-RK01-pduA"
- "EU-PAR-FR01-RK01-pduB"
device_type_codes:
tor: "Top of Rack switch (often L3 capable)"
ss: "Super spine"
sp: "Spine"
blf: "Border leaf"
lf: "Leaf"
fw: "Firewall"
lb: "Load balancer"
srv: "Server (compute/GPU/infra)"
san: "SAN storage array"
nas: "NAS filer"
jbd: "JBOD / disk shelf"
oob: "Out-of-band management device"
mgmt: "Generic management node (e.g., MAAS, jump host)"
mon: "Monitoring / logging node"
pduA: "Rack PDU side A"
pduB: "Rack PDU side B"
implementation_notes:
- "All naming must be enforced in IaC modules (Terraform/Ansible variables, K8s labels, etc.)."
- "Monitoring, CMDB and inventory tools must use these names as primary identifiers."
- "Avoid ad-hoc names; new device types must extend the device_type_codes map and be reviewed."
- "Where external systems impose constraints (e.g. 15-character limits), define deterministic truncation rules."
architecture:
layers:
- name: "Facility & Physical — FR Module (Physical Infrastructure & Facility Engineering Lead)"
description: >
Design of the physical micro-DC module in France: room/container,
racks, power, cooling, structured cabling, environmental monitoring,
aligned with French building/electrical codes and EN 50600-style
principles, implementing sustainability objectives from the Sovereign
Compliance & Sustainability Lead.
design:
form_factor:
options:
- "Prefabricated container (2-4 racks) for remote/edge French sites"
- "Dedicated technical room in existing building for 6-10 racks"
physical_security:
access_control: "Badged access with logs; dual-person for critical work"
surveillance: "CCTV with retention per French law; privacy-by-design zones"
fire_protection: "Gas or water-mist systems suitable for IT rooms"
power:
utility_feeds: "At least 1 primary + 1 secondary where DSO allows"
ups_topology: "Modular online UPS, N+1"
generator:
presence: true
autonomy_hours: 8
redundancy_level: "N+1 for IT load, 2N for critical infra when justified"
per_rack_pdu:
type: "Intelligent, metered, switched"
metering_resolution: "Per-outlet where possible"
grid_integration:
demand_response_ready: true
notes: "Enable participation in French flexibility services where economically viable"
cooling:
primary:
type: "In-row or rear-door cooling units"
chilled_water: "Preferred for higher-density FR sites"
free_cooling:
enabled: true
mode: "Dry coolers / adiabatic where climate permits"
gpu_rack_density_kw: 20
cpu_rack_density_kw: 8
set_points:
cold_aisle_celsius: [26, 28]
humidity_relative_percent: [20, 80]
sustainability_integration:
renewable_sources:
- "Grid-supplied low-carbon French electricity mix"
- "Optional rooftop PV for partial coverage"
waste_heat_reuse:
enabled: true
integration_targets:
- "Local district heating network"
- "Nearby public buildings (pools, gyms, campuses)"
monitoring:
sensors:
- "Rack inlet temperature"
- "Rack exhaust temperature"
- "Room temperature and humidity"
- "PDU-level power and voltage"
- "Cooling system status and energy use"
telemetry_export:
protocol: "SNMP/Modbus translated to Prometheus metrics"
endpoint: "Local telemetry gateway in INFRA_MGMT VRF"
documentation_as_code:
artefacts:
- "fr/site_manifest_fr-<region>.yaml"
- "fr/rack_layout_fr-<region>.yaml"
- "fr/power_chain_fr-<region>.yaml"
- "fr/cooling_spec_fr-<region>.yaml"
- name: "Network & Connectivity — FR (Network Architect)"
design:
topology:
underlay: "Leaf-spine, 2x spine, dual ToR per rack where cost-effective"
uplinks_per_rack: 2
routing: "L3 to the top, BGP between ToR and spines"
addressing_and_dns:
ipam_source: "Central IPAM (Git-backed) with FR site overlays"
domains:
- "mgmt.<org>.fr"
- "svc.<org>.fr"
segmentation:
vrfs:
- name: "INFRA_MGMT"
purpose: "OOB and infra management for FR module"
- name: "TENANT"
purpose: "Production/workload traffic"
- name: "STORAGE"
purpose: "Ceph and backup traffic"
- name: "OUT_OF_BAND"
purpose: "Serial consoles, IPMI/iDRAC"
vlans:
- { id: 10, name: "mgmt_nodes" }
- { id: 20, name: "storage_cluster" }
- { id: 30, name: "k8s_nodes" }
- { id: 40, name: "gpu_nodes" }
- { id: 100, name: "dmz" }
wan:
connectivity:
- "Dual ISPs whenever feasible (e.g., Orange + alternative operator)"
- "Optional private L2/L3 link to regional hub in France"
sovereignty:
- "All VPN termination in FR; keys managed by FR/EU entities"
- "No direct internet access to infra mgmt; jump via FR-based bastions"
infra_as_code:
tools:
- "Terraform for switch/router config where supported"
- "Ansible for config templating, deployment, and idempotent updates"
testing:
- "Static analysis of configs before apply"
- "Automated reachability and segmentation tests (ping, traceroute, ACL checks)"
- name: "Compute, Storage & Virtualization — FR Module (Virtualization Architect, Capacity & Performance Engineer)"
design:
node_types:
- name: "fr-compute-standard"
cpu: "2 x 32-core (FR-approved vendor SKUs)"
ram_gb: 512
storage_local:
system: "2 x SSD in RAID1"
data_nvme: "Optional 2 x NVMe"
- name: "fr-compute-gpu"
cpu: "2 x 32-core, NUMA-aligned"
gpus: 4
ram_gb: 768
storage_local:
system: "2 x SSD RAID1"
scratch_nvme: "2-4 x NVMe for local scratch"
- name: "fr-storage-ceph"
cpu: "1 x 24-core"
ram_gb: 256
storage:
osd_nvme: 2
osd_hdd: 10
hypervisor:
platform: "Proxmox VE"
features:
- "Cluster with quorum across at least 3 nodes"
- "Ceph integration for shared storage"
- "GPU passthrough and SR-IOV per FR GPU node profiles"
storage:
ceph:
pools:
- name: "fr-k8s-block"
type: "replicated"
- name: "fr-gpu-block"
type: "replicated"
- name: "fr-object-archive"
type: "erasure-coded"
locality:
constraint: "Within FR modules; optional replication between FR sites only"
performance_principles:
- "NUMA and PCIe alignment validated for all GPU nodes"
- "Baseline throughput and latency tests stored in Git (fr/perf_baselines/)"
- "Capacity plans per region (Île-de-France, etc.) tied to real telemetry"
- name: "Platform & Workloads — FR (Principal SRE, Automation & IaC Lead, OpenStack Architect)"
design:
provisioning_flow:
- "MAAS discovers and commissions FR bare-metal nodes using fr/hardware_profiles/"
- "Ansible installs Proxmox or K8s node OS from fr/ansible/roles/"
- "GitOps (Argo/Flux) applies cluster and app layer from fr/platform-clusters/"
clusters:
k8s:
role: "Primary app platform for FR workloads"
ha_control_plane: 3
worker_pools:
- name: "fr-general"
taints: []
- name: "fr-gpu"
taints:
- "gpu=true:NoSchedule"
openstack_optional:
enabled: false
note: "Can be enabled for VM-heavy FR workloads later as microdc-fr-v2"
multi_tenancy:
k8s:
namespaces:
- "fr-public"
- "fr-internal"
- "fr-personal"
- "fr-sensitive"
- "fr-critical-sovereign"
policies:
- "ResourceQuotas per namespace aligned with capacity models"
- "NetworkPolicies enforcing zero-trust and data-class separation"
- name: "Compliance, Sovereignty & Sustainability — FR (Sovereign Compliance & Sustainability Lead, Physical Infrastructure Lead, Security Architect)"
design:
data_residency:
rules:
- "CRITICAL_SOVEREIGN_FR namespaces must use storage classes bound to FR-local Ceph pools only"
- "Backups of CRITICAL_SOVEREIGN_FR stay within FR; SENSITIVE_PERSONAL only in EU"
- "All backup and DR targets defined explicitly in fr/policies/data_residency.yaml"
admin_access:
identity_provider: "FR/EU-based IdP (e.g., French-based IdP or EU cloud with FR region)"
controls:
- "MFA required for all admin access"
- "Just-in-time elevation with approval and full logging"
- "No direct non-EU operator accounts on infra"
sustainability_kpis:
targets:
pue_max: 1.4
renewable_share_min_percent: 80
energy_reuse_target: "Heat reuse in regions with DH networks"
wue_goal: "Minimise water use; prefer dry coolers in water-stressed regions"
measurement:
- "Facility-level meters integrated into telemetry"
- "Monthly and annual sustainability dashboards"
policy_as_code:
- "OPA/Kyverno policies in fr/policies/ enforce namespace/storage alignment to data classes"
- "CI checks reject manifests violating FR residency and sustainability constraints"
git_structure_and_pipelines:
repos:
- name: "infra-foundation-fr"
contents:
- "fr/facility/site_manifests/"
- "fr/facility/rack_layouts/"
- "fr/facility/power_and_cooling/"
- "network/fr/terraform/"
- "proxmox/fr/ansible/"
- "maas/fr/profiles/"
- name: "platform-clusters-fr"
contents:
- "k8s/clusters/microdc-fr-v1/"
- "addons/monitoring-logging-security/"
- "workloads/reference-apps/"
- name: "policies-and-compliance-fr"
contents:
- "data-classification-fr.yaml"
- "opa-policies-fr/"
- "sustainability-kpis-fr.yaml"
- "rbac-and-iam-fr.yaml"
ci_cd:
pipeline_stages:
- name: "lint_and_unit"
checks:
- "YAML validation, Terraform fmt/validate, Ansible syntax check"
- name: "policy_gates"
checks:
- "OPA/Conftest for GDPR/FR residency rules"
- "Security baselines (no plaintext secrets, required labels/annotations)"
- name: "integration_test"
checks:
- "Ephemeral FR lab deployment (virtual or small test rack)"
- "Network and storage conformance tests"
- name: "promotion_to_template"
checks:
- "Sign-off from SRE, Security, Compliance, Facility leads"
- name: "site_rollout_fr"
strategy:
- "ArgoCD/Flux sync to microdc-fr-v1 clusters with progressive rollout"
- "Blue/green or canary strategies for platform upgrades"
deployment_runbook:
phases:
- phase: 0
name: "Policy & FR Site Definition"
owners:
- "Sovereign Compliance & Sustainability Lead"
- "Physical Infrastructure & Facility Engineering Lead"
steps:
- "Define FR-specific data classification (CRITICAL_SOVEREIGN_FR etc.)."
- "Set sustainability targets in line with FR/EU goals."
- "Create fr/site_manifest_fr-<region>.yaml and have DPO/Legal validate."
- "Assess ICPE classification and necessary permits for the FR site."
- phase: 1
name: "Facility Build-Out — FR"
owners:
- "Physical Infrastructure & Facility Engineering Lead"
steps:
- "Prepare room/container per fr/site_manifest_fr-<region>.yaml."
- "Install racks, UPS, PDUs, cooling per fr/power_chain_fr-<region>.yaml."
- "Connect BMS/DCIM to telemetry gateway; verify metrics export."
- "Run safety checks and initial PUE estimation."
- phase: 2
name: "Network & Out-of-Band Bring-Up — FR"
owners:
- "Network Architect"
- "Security Architect"
steps:
- "Deploy ToR and core configs from network/fr/terraform."
- "Establish OOB network and secure admin paths (French bastions)."
- "Run automated reachability tests and segmentation verification."
- phase: 3
name: "Bare-Metal & Hypervisor Provisioning — FR"
owners:
- "Bare-Metal Provisioning Lead"
- "Virtualization Architect"
steps:
- "Commission nodes in MAAS with fr-specific hardware profiles."
- "Install Proxmox/K8s base OS via fr/ansible roles."
- "Validate firmware, RAID, NIC bonding, and GPU detection."
- phase: 4
name: "Platform Bootstrap — FR"
owners:
- "Principal SRE"
- "Automation & IaC Lead"
steps:
- "Deploy GitOps operator, point at platform-clusters-fr repo."
- "Sync base K8s cluster (and optional OpenStack) for microdc-fr-v1."
- "Deploy core platform services: CNI, CSI, ingress, observability, security agents."
- phase: 5
name: "Compliance & Telemetry Validation — FR"
owners:
- "Sovereign Compliance & Sustainability Lead"
- "Observability & Telemetry Architect"
steps:
- "Verify all required facility metrics (PUE components, temps, power) are collected."
- "Run synthetic residency tests to ensure data stays in FR/EU as required."
- "Generate initial GDPR/DPIA evidence pack and sustainability report."
- phase: 6
name: "Workload Onboarding — FR"
owners:
- "Platform Lifecycle & Operations Lead"
- "Capacity & Performance Engineer"
steps:
- "Define workload templates mapped to FR data classes."
- "Place workloads into appropriate namespaces/tenants."
- "Run perf baselines and tune quotas/limits."
- "Define SLOs/SLIs and error budgets per critical FR service."
- phase: 7
name: "Scale-Out & Multi-Site Federation — FR"
owners:
- "Principal SRE"
- "Network Architect"
steps:
- "Clone microdc-fr-v1 to additional FR regions with site-specific overrides."
- "Implement identity and policy federation across FR modules."
- "Regularly compare KPIs and refine the FR reference design."
verification_and_validation:
automated_checks:
- "IaC unit/integration tests for FR modules"
- "Policy-as-code checks for GDPR/FR residency and security"
- "Post-deploy conformance tests for network, storage, and platform"
manual_reviews:
- "DPO/legal review for GDPR and French data protection alignment"
- "Facility audit for physical security, fire safety, and ICPE/regulatory compliance"
- "Quarterly sustainability review vs FR/EU targets (PUE, renewables, reuse)"
continuous_improvement:
- "Chaos drills in FR test windows to validate reliability"
- "Post-incident reviews feeding into blueprint updates"
- "Versioned evolution: microdc-fr-v1 → v2 with clear change logs"
council_alignment:
outcome_requirements_satisfied:
- "zero_manual_provisioning"
- "zero_snowflake_clusters"
- "fully_reproducible_infra_from_git"
- "multi_dc_consistency"
- "ha_control_planes"
- "predictable_gpu_performance"
- "automated_lifecycle_management"
- "telemetry_and_self_healing"
- "clear_slo_sli_error_budgets"
- "security_and_compliance_built_in"
- "gdpr_and_data_sovereignty_alignment"
- "eco_efficiency_and_sustainability_kpis"
- "architecture_must_be_deployable"
- "all_answers_validated_by_cross_seat_consensus"
```