AIDigitalOcean2 months ago
Beyond the Abyss Project Poseidon's Quest for Zero-Downtime Reliability
9 min read
DigitalOcean is developing Poseidon, a multi-stage hybrid system using ML and GenAI to predict hypervisor crashes before they happen. The system targets at-risk nodes in GPU-accelerated data centers in Richmond and Atlanta housing NVIDIA H100, Blackwell B300, and AMD Instinct MI350X accelerators. Poseidon uses a tiered approach to reduce computational costs.
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