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# VDC Use Cases
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Virtual Data Centers give you flexible building blocks for many types of workloads. This page highlights some of the most relevant patterns.
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## 1. Enterprise Kubernetes
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Run production workloads with full control and no hyperscaler lock‑in:
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- Multi‑service applications and APIs.
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- Internal tools, back‑office systems, and shared services.
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- Microservice architectures using standard Kubernetes, Helm, and operators.
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- Policy‑driven placement to keep data in specific regions or jurisdictions.
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**Why use a VDC here?**
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- Control over where clusters run and how they’re connected.
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- Encrypted overlay networking via Mycelium instead of exposed public IPs.
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- Compatibility with existing Kubernetes tooling and CI/CD chains.
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## 2. AI & Machine Learning
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Run training and inference close to your data while keeping it private.
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- GPU‑accelerated training on dedicated clusters.
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- Model serving endpoints behind Mycelium Network.
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- Pipelines that combine **QSFS** (quantum‑safe storage) with compute.
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- Future‑ready environments for **Mycelium Agents**.
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**Key benefits**
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- Data stays on hardware you or your partners select.
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- Secure east‑west traffic via Mycelium overlays.
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- Ability to burst across multiple nodes or sites.
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## 3. Edge & IoT
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Leverage the grid’s geographic spread to deploy workloads closer to users, sensors, and devices.
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- Run latency‑sensitive services near where events occur.
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- Ingest, process, and filter data at the edge before sending summaries upstream.
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- Coordinate fleets of devices and gateways over Mycelium Network.
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**Examples**
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- Local analytics near industrial sites.
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- Regional micro‑datacenters serving communities or campuses.
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- Smart‑city workloads combining many distributed nodes.
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## 4. Personal & Team Clouds
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VDCs can back **personal sovereign environments** where your apps and data live entirely on infrastructure you choose.
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- Self‑hosted collaboration suites (documents, chat, mail, files).
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- Private developer environments and CI runners.
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- Long‑term personal archives on QSFS.
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The **Digital Me** blueprint (see below) is one concrete example of this pattern.
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## 5. Hybrid & Migration Scenarios
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Move workloads from traditional cloud or on‑prem into a VDC, or straddle both worlds.
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- Gradual migration from centralized providers.
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- Burst or spill‑over capacity into the grid.
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- Disaster‑recovery clusters that can be spun up on demand.
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## Example: Digital Me on Mycelium
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The *Digital Me* concept shows what a personal sovereign cloud workspace can look like:
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- **Cryptpad** – Encrypted document collaboration.
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- **Elements (Matrix)** – Secure chat and communication.
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- **Stallwart** – Mail, calendar, and contacts.
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- **Gitea** – Git hosting and code collaboration.
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- **Nextcloud** – File storage and sync.
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- **LiveKit / Jitsi** – Video conferencing integrated with chat / files.
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- **SSO** (future) – Single Sign‑On across the stack.
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All of this can be orchestrated inside a VDC and surfaced via Mycelium networking.
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---
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## Related Documentation
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- **[VDC Overview](/vdc)** – Concepts and architecture.
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- **[Blueprints & Example Environments](/vdc/blueprints)** – How to assemble real‑world stacks.
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- **[Mycelium Cloud for Developers](/cloud/for-developers)** – Deeper dive into the underlying platform.
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