← overview

Live topology — Control room

Commercial showcase · real-time inference flow · WS push · cross-pool N peers

Workers pulse in orange during inference · links flash during activity · IT sees the infra come alive ADMIN DASHBOARD Topology tab · lightweight reactive SPA Multi-WebSocket (one per paired peer) push events + federation pulse CLUSTER virtual pool PRIMARY POOL HQ site admin WebSocket GPU SATELLITE compute datacenter admin WebSocket local admin WS paired peer WS worker-a ● busy worker-b ● busy worker-c idle worker-d idle worker-e idle job_start tokens/s Real-time flow: 1. Client calls the inference API → 2. Pool assigns the right worker → 3. Worker computes · animated pulse 4. Tokens streamed (live tps) → 5. Worker emits job end + metrics → 6. Pool propagates push · dashboard repaints
« See your models work in real time on your machines, across your sites,
without anything leaving your infrastructure — that's what the cloud will never give you. »
Worker busy (1.2s pulse)
Worker idle
Active link (flash)
WebSocket push (cross-pool)

Backend — push events

  • • Broadcast admin WebSocket events
  • • Emitted on dispatch / job end / timeout
  • • Metadata: worker, tokens/s, model used
  • • Non-blocking async (zero added latency)
  • • Server-side filtering per admin session

Frontend — dashboard SPA

  • • Pure CSS animations (pulse + flash keyframes)
  • • DOM targeting via data-attributes
  • • Busy workers + in-flight jobs state preserved
  • • Survives periodic re-render
  • • Unified animation regardless of pool

Cross-pool multi-WebSocket

  • • One WebSocket per non-revoked paired peer
  • • Differential reconnect: only on change
  • • Auto-reconnect on drop
  • • Unified control-room view
  • • No intermediate proxy (zero cloud relay)
Cellule-PRO · Live topology · overview · Federation HA