Operator notes. No marketing fluff.
Bandwidth math, panel migrations, BGP communities, postmortems from the AS209155 NOC. Written by the engineers who run the racks — not the marketing team.
How big should your storage server be? Sizing for catch-up, VOD, tube and file hosting
Operators obsess over bandwidth and CPU, then casually order "64 TB, that'll be plenty" — and six months later they're migrating catch-up off a saturated RAID-6 at 03:00. Same napkin-math approach as our IPTV-bandwidth and GPU-sizing posts: four numbers decide whether one 120 TB box is plenty or you're already cooked.
How much GPU do you actually need? Sizing for AI, ML and rendering
Most teams pick a GPU on a Discord recommendation, not on data. Here is the math: VRAM sizing per model, memory-bandwidth vs compute bottlenecks, and when dedicated rental beats cloud per-hour.
How much bandwidth does a 50K-line IPTV head-end actually need?
Most IPTV operators undersize their pipe by 2-3x. The four-number formula every panel operator should know — and a worked example for a 50K-subscriber mixed EU panel.
Hear about new posts.
RSS feed at /blog/rss.xml — or hop on Telegram where new posts get announced with one-line summaries.