An account-intelligence system that pre-embeds ten million companies into a resident vector index, and one that dispatches agents to research those same companies live on demand, look like the same
Tag: Architecture
On latency-bound inference, the Model FLOPs Utilization your optimization stack can actually hold is capped by who else shares the box, not by the kernel that runs on it. Sustained
Intel TDX confidential VMs run on OpenMetal dedicated bare metal hardware today, available on on XL v5, with OpenStack Nova orchestration slated for after Hibiscus.
Prefill is compute-bound, decode is memory-bandwidth-bound. Why splitting inference into two purpose-fit GPU pools beats one uniform fleet.
After weights load, the HBM left over is your KV-cache budget. Why the H200’s 141GB buys more context and concurrency than a 94GB H100.
Map MongoDB, Redis, Kafka, ClickHouse, and Kubernetes workers to OpenMetal SKUs by the resource each role saturates, then size the failure domain.
An ordered Day-2 playbook for a single-tenant H200: full root and IPMI, owning the CUDA stack, boot-data isolation, and a node-bounded blast radius.
The v5 generation can be told as a cores-and-clocks story, but a significant change is bandwidth: the private fabric doubled to 40 Gbps, memory moved to DDR5-6400, and the lane budget grew to 88 PCIe 5.0 lanes.
All-NVMe OSDs, an isolated boot pool, a clean lane budget, and identical nodes: how OpenMetal’s v5 hardware makes Ceph behave predictably instead of needing tuning.
Q: What is boot and data drive isolation on OpenMetal servers? OpenMetal separates OS boot storage from application data storage using physically distinct drive pools, preventing system-level I/O from contending
Q: What Proxmox reference architecture does OpenMetal recommend for bare metal servers? OpenMetal publishes a full Proxmox reference architecture for bare metal, developed with Wendell Wilson from Level1Techs, using a
Q: What is included in OpenMetal’s Hosted Private Cloud Day 2 operations? OpenMetal handles infrastructure monitoring, patching, incident response, and upgrade coordination for Hosted Private Cloud clusters, while the customer
Q: How fast can OpenMetal deploy a Hosted Private Cloud cluster? OpenMetal deploys a production-ready Hosted Private Cloud cluster in under 45 seconds using proprietary automation, delivering a fully configured
Q: How do OpenMetal storage servers connect to compute nodes? Storage servers connect to compute nodes over the same 20 Gbps LACP-bonded private mesh that links all OpenMetal bare metal
Q: Are OpenMetal bare metal servers on dedicated VLANs? Yes, every OpenMetal bare metal server is placed on VLANs dedicated to the individual customer, providing hardware-level network isolation from other
Q: Can OpenMetal bare metal servers share VLANs with a hosted private cloud? Yes, OpenMetal bare metal servers and Hosted Private Cloud deployments can share the same customer-dedicated VLANs, enabling