Infrastructure
HostSwarm runs on sovereign, self-owned GPU infrastructure. No cloud dependencies. No third-party access.
296
GPUs Owned
11TB
Total VRAM
4.7s
Inference Time
99.9%
Uptime Target
GPU Fleet
| Model | VRAM | Count | Use Case |
|---|---|---|---|
| NVIDIA RTX 5090 | 32GB | - | Primary inference |
| NVIDIA RTX 6000 Ada | 48GB | - | Large model inference |
| NVIDIA RTX 3090 | 24GB | - | Secondary inference |
Exact per-model counts vary as we continuously expand capacity.
Why Self-Owned?
Data Sovereignty
PHI never leaves hardware we physically control. No cloud provider access logs, no third-party audits of your data.
Cost Control
Owned hardware = predictable costs. We pass the savings to you: $0.10/scan vs $1+ on cloud GPU.
Performance
Dedicated hardware, optimized for medical imaging. No cold starts, no shared tenancy, no GPU contention.
Sustainability
Solar-powered facility in Florida. Lower carbon footprint than cloud data centers.
Network Architecture
- Edge: Cloudflare for DDoS protection and TLS termination
- API Layer: FastAPI on dedicated servers
- Inference: Direct GPU access via CUDA, no virtualization
- Storage: NVMe SSDs for model weights, RAM for DICOM processing
Models
QueenBee-Spine v1
Our flagship lumbar spine stenosis grading model:
- Architecture: Custom ensemble (UNet + classifier + LLM)
- Training Data: RSNA 2024 Lumbar Spine Dataset
- Classifier Accuracy: 80.4%
- LLM Agreement: 95.7%
- Inference Time: ~4.7 seconds end-to-end
Coming Soon
- QueenBee-Knee - Knee MRI analysis
- QueenBee-Shoulder - Shoulder MRI analysis
- QueenBee-Brain - Brain MRI analysis
ENS Identity
HostSwarm uses Ethereum Name Service (ENS) for on-chain identity:
- Client identities:
yourorg.hostswarm.eth - Infrastructure:
api.quantumswarm.eth,docs.quantumswarm.eth - Treasury:
treasury.quantumswarm.eth
ENS provides immutable, verifiable identity on Ethereum L1. Your subdomain is minted when you register.
Treasury
QuantumSwarm treasury address:
0x5f0Ec6D91db76dBb9F5430B020AcE2739E7A6798
View on Etherscan | quantumtreasury.io
Status
Real-time infrastructure status: status.hostswarm.io (coming soon)