websocket-streaming

Real-time DAG execution updates are streamed to visualization dashboards using WebSocket connections that manage typed event protocols for server-to-client state changes and execution progress.

Bidirectional communication for DAG execution engines is a WebSocket-based protocol that streams live state updates to clients while receiving interactive control signals like pause and resume commands back to the server.

Yes, you can send control commands from a React dashboard to pause pipeline execution using the integrated React hook, which manages client-to-server messages for interactive control signals.

The WebSocket streaming approach handles automatic reconnection with backoff, managing connection state to ensure robust continuous streaming of execution events and node status updates.

The best way to visualize live node status and cost changes in a data pipeline is using typed event protocols over WebSockets, which stream execution events directly to dashboard interfaces for real-time updates.