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14.13 Real-Time Systems, WebSockets & Event Streaming ​

1. What It Is in Plain Words ​

Real-time systems provide immediate, bidirectional or push-based data synchronization between servers and browsers without requiring the user to refresh the page or poll repeatedly.


2. Real-Time Telemetry Topology in TruthGuard ​


3. Real-Time Transport Protocols Compared ​

ProtocolDirectionalityProtocolReconnection HandlingOverheadFit with TruthGuard
Server-Sent Events (SSE)Unidirectional (Server -> Client)HTTP/2Built-in browser retryVery LowOptimal for Live Threat Feeds
WebSocketsFull-Duplex (Bidirectional)TCP UpgradeRequires custom heartbeatLowBest for Collaborative Canvas
Short PollingUnidirectional (Client -> Server)HTTP/1.1N/AHigh (Repeated headers)Outdated
Long PollingEmulated PushHTTP/1.1Handled on connection closeModerateFallback only

4. Connection Scaling & The Pub/Sub Backplane ​

When thousands of analysts connect to real-time incident rooms across multiple load-balanced server nodes:

  1. The Problem: Analyst A connected to Server 1 cannot receive an alert emitted by Analyst B connected to Server 2 without a shared messaging bus.
  2. The Solution (Redis Pub/Sub): Server nodes subscribe to a shared Redis cluster (PUBLISH incident:alerts <payload>). When any edge node processes a new threat, Redis broadcasts it instantly across all connected nodes to reach the target analysts.

5. 30-Second Spoken Interview Answer ​

"For real-time incident telemetry, we recommend Server-Sent Events over HTTP/2 for unidirectional alert streams because SSE natively reconnects through firewalls without the connection upgrade overhead of WebSockets.

To scale concurrent connections across multiple backend instances, we use Redis Pub/Sub as our horizontal backplane, ensuring that an alert broadcast on one server node reaches analysts connected to any other node in under 5 milliseconds."