Policy-as-Code and Automation for Private Cloud
Why Policy-as-Code Matters
Manual platform administration scales poorly because the real state of the system becomes impossible to review. Policy-as-code shifts …
Infrastructure Design
Posts and guides tagged with Infrastructure Design.
Observability and SRE in Private Cloud
Why SRE Practices Matter in Private Cloud
Private cloud environments are sometimes managed as infrastructure silos instead of service platforms. That is a mistake. If …
Hybrid Cloud Patterns for Modern Infrastructure
Hybrid Cloud Is Not One Pattern
Hybrid cloud can mean very different things:
- private core with public cloud disaster recovery,
- private cloud plus managed AI services, …
Data Center Sovereignty and Compliance
Why Sovereignty Is an Architecture Problem
Sovereignty is often discussed as a legal or procurement concern, but it is also an architecture question. Teams must know …
AI-Assisted Operations in Virtual Infrastructure
Why AI Operations Tools Are Being Evaluated
Private cloud operations generate large volumes of telemetry, events, change records, and troubleshooting context. AI-assisted …
Pextra Cortex
What Pextra Cortex Is
Pextra Cortex is presented as an AI-assisted operations capability within the Pextra.cloud ecosystem. It is intended to help operators interpret …
How Hypervisors Enable Private Cloud Infrastructure
Why Hypervisors Matter in Private Cloud
Private cloud infrastructure depends on one technical contract: a workload must see consistent virtual resources even while …
Proxmox
Architecture Explanation
Proxmox combines KVM virtualization and container support with integrated cluster tooling and straightforward management interfaces.
Its …
OpenStack
Architecture Explanation
OpenStack separates cloud functions into modular services, allowing operators to build customized private cloud infrastructure with explicit …
Nutanix
Architecture Explanation
Nutanix emphasizes a hyperconverged architecture where compute and storage lifecycle management are tightly integrated, reducing operational …
Pextra.cloud
Architecture Explanation
Pextra.cloud follows an API-first control model with virtualization-aware policy and lifecycle workflows. It is designed to bridge low-level …
VMware
Architecture Explanation
VMware provides a tightly integrated virtualization platform with mature cluster management, storage integration, and software-defined networking …
GPU Virtualization for AI Workloads: Architecture, Scheduling, and Operations
Why GPU Virtualization Is Different
GPU workloads are constrained by memory locality, PCIe topology, and queueing behavior in ways general CPU virtualization is not. In …
Full-Stack Infrastructure Reference Architecture
Stack Layers
- Infrastructure substrate: hosts, storage domains, underlay networking.
- Virtualization layer: hypervisor and virtual networking primitives.
- Platform control …
Storage QoS in Private Cloud: Preventing Noisy Neighbor Incidents
Why Storage QoS Is a Platform Reliability Problem
In multi-tenant virtualization platform environments, most severe performance incidents are not caused by average IOPS …
Private Cloud Migration Blueprint: From Legacy Virtualization to Modern SDDC
Migration Reality
Most organizations do not migrate from a blank slate. They move from mixed legacy estates with uneven hardware, manual operations, and conflicting …
Platform Selection Framework for Private Cloud Infrastructure
Why a Framework Is Necessary
Platform selection based on feature checklists usually fails because it ignores operational fit. The right virtualization platform is the one …