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CloudStack and
GitOps at Enterprise
Scale
Rene Glover
Alex Dometrius
Who are we
• Application Infrastructure Platforms and Services Team
• Centrally-managed, Enterprise Kubernetes platform
• Hundreds of applications supported
• Thousands of nodes
• Tens of thousands of microService containers
• Open-Source first mindset
Table of Contents
• Prologue: How did we get here
• Chapter 1: The Journey
• Chapter 2: GitOps
• Chapter 3: Architecture of CloudStack GitOps
• Chapter 4: Success with CloudStack
How did we get here
• Present State:
• Ordering-based, waterfall model for on-premise capacity
• Delivery measured in weeks/months
• Supported by multiple home-grown applications/tools
• Large footprint of under-utilized resources
• Modernization Progress:
• Migrating applications to Public Cloud providers
• Adoption of IaC best practices: Terraform, Packer, etc.
• Gained experience with private-networking models
• Already using Agile development practices
Why CloudStack
• Tenancy through projects
• CloudStack Terraform Provider and Native APIs
• Project Quotas & Usage Server/Project Accounting
• Over-provisioning capabilities
• Ability to manage with GitOps
Gaps/Issues Solved
• FreeIPA – UAM solution
• Metal as a Service (MaaS) – KVM Host Provisioning Solution
• “Golden” Templates – Reusability and Compliance Solution
• Platform Monitoring – Observability Solution
FreeIPA
• CloudStack Project Role = FreeIPA Group
• Role Permission
• Instance Group = FreeIPA hostgroup
• Instance Group
MaaS
• PXE boot & install Operating System
• Configure OS, Networking, Storage, iDRAC/iLO
• Perform OS Patching of KVM hosts
• MaaS & Redfish Terraform Provider updates
“Golden” Templates
• Several Linux Flavors and Versions
• Golden Database Templates
• Reduce OS version disparity
• Baked-in metrics and log collection agents
Platform Monitoring
• Agents/Exporters
• Node-Exporter (systemd enabled)
• Fluent-Bit
• Blackbox Exporter
• MySQL & SQL Exporters
• Postgres Exporter
• IPMI Exporter
• Grafana
• Visualization & Alerting
GitOps
https://www.weave.works/blog/-6-ideas-shaping-gitops
The Fellowship
10,000 foot view
• Multiple Zones/Data Centers
• 2 central control-planes
• Rest site control-planes
• Data-plane in each zone
Central Control-Plane
Site Control and Data Planes
CloudStack via GitOps
(PR) Created PR Approved
Reconciliation
Suspended
PR Merged
Reconciliation
Resumed;
Changes
Validated
Backout PR
Merged
Dev
1. Development Team creates Pull Request with changes.
a) A Backout PR is also created; only used if issues arise during deployment
2. Pull Request is Reviewed and Approved (Gate)
3. Flux Reconciliation is Suspended
a) flux suspend helmrelease {helmrelease} -n {cluster}
4. Pull Request is Merged
5. Flux Reconciliation is Resumed
a) flux resume helmrelease {helmrelease} -n {cluster}
6. Changes are Validated
1. If successful, deployment is complete
2. If Backout is required, Backout PR is merged reverting changes
DONE
Action Performed
(Git vs FluxCLI)
Ops
Success with CloudStack
• Deployed KVM hosts in multiple zones/data centers
• Dozens of VPCs/Guest Networks & 1000 VMs running in CloudStack
• 50%+ reduction in CPU/Memory Allocation*
• PR - Fiber Channel MultiPath for KVM
• GitOps management of platform
Thank You!
Rene Glover
Alex Dometrius

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CloudStack and GitOps at Enterprise Scale - Alex Dometrius, Rene Glover - AT&T

  • 1. CloudStack and GitOps at Enterprise Scale Rene Glover Alex Dometrius
  • 2. Who are we • Application Infrastructure Platforms and Services Team • Centrally-managed, Enterprise Kubernetes platform • Hundreds of applications supported • Thousands of nodes • Tens of thousands of microService containers • Open-Source first mindset
  • 3.
  • 4. Table of Contents • Prologue: How did we get here • Chapter 1: The Journey • Chapter 2: GitOps • Chapter 3: Architecture of CloudStack GitOps • Chapter 4: Success with CloudStack
  • 5. How did we get here • Present State: • Ordering-based, waterfall model for on-premise capacity • Delivery measured in weeks/months • Supported by multiple home-grown applications/tools • Large footprint of under-utilized resources • Modernization Progress: • Migrating applications to Public Cloud providers • Adoption of IaC best practices: Terraform, Packer, etc. • Gained experience with private-networking models • Already using Agile development practices
  • 6. Why CloudStack • Tenancy through projects • CloudStack Terraform Provider and Native APIs • Project Quotas & Usage Server/Project Accounting • Over-provisioning capabilities • Ability to manage with GitOps
  • 7. Gaps/Issues Solved • FreeIPA – UAM solution • Metal as a Service (MaaS) – KVM Host Provisioning Solution • “Golden” Templates – Reusability and Compliance Solution • Platform Monitoring – Observability Solution
  • 8. FreeIPA • CloudStack Project Role = FreeIPA Group • Role Permission • Instance Group = FreeIPA hostgroup • Instance Group
  • 9. MaaS • PXE boot & install Operating System • Configure OS, Networking, Storage, iDRAC/iLO • Perform OS Patching of KVM hosts • MaaS & Redfish Terraform Provider updates
  • 10. “Golden” Templates • Several Linux Flavors and Versions • Golden Database Templates • Reduce OS version disparity • Baked-in metrics and log collection agents
  • 11. Platform Monitoring • Agents/Exporters • Node-Exporter (systemd enabled) • Fluent-Bit • Blackbox Exporter • MySQL & SQL Exporters • Postgres Exporter • IPMI Exporter • Grafana • Visualization & Alerting
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
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  • 19.
  • 20.
  • 21.
  • 23. 10,000 foot view • Multiple Zones/Data Centers • 2 central control-planes • Rest site control-planes • Data-plane in each zone
  • 25. Site Control and Data Planes
  • 27.
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  • 30.
  • 31. (PR) Created PR Approved Reconciliation Suspended PR Merged Reconciliation Resumed; Changes Validated Backout PR Merged Dev 1. Development Team creates Pull Request with changes. a) A Backout PR is also created; only used if issues arise during deployment 2. Pull Request is Reviewed and Approved (Gate) 3. Flux Reconciliation is Suspended a) flux suspend helmrelease {helmrelease} -n {cluster} 4. Pull Request is Merged 5. Flux Reconciliation is Resumed a) flux resume helmrelease {helmrelease} -n {cluster} 6. Changes are Validated 1. If successful, deployment is complete 2. If Backout is required, Backout PR is merged reverting changes DONE Action Performed (Git vs FluxCLI) Ops
  • 32.
  • 33. Success with CloudStack • Deployed KVM hosts in multiple zones/data centers • Dozens of VPCs/Guest Networks & 1000 VMs running in CloudStack • 50%+ reduction in CPU/Memory Allocation* • PR - Fiber Channel MultiPath for KVM • GitOps management of platform