EP004

Greater Real-Time Monitoring vs. Lower Infrastructure Load

Business Context. Real-time monitoring of process performance allows organizations to detect and respond to issues as they happen, but continuously streaming and processing operational data at high frequency places significant load on monitoring infrastructure.

Process TRIZ Resolution. Rather than monitoring every process at the same high frequency, organizations should apply real-time monitoring only to processes where timing is genuinely critical, using periodic batch monitoring for processes where a short delay in detection has minimal consequence.

Applicable TRIZ Principles

Principle 3 (Local Quality) applies real-time monitoring only to genuinely time-critical processes.

Principle 19 (Periodic Action) uses periodic batch monitoring for processes where delay has minimal consequence.

Principle 35 (Parameter Changes) matches monitoring frequency to the actual criticality of each process.

Expected Outcome

Real-time detection where it matters

Controlled infrastructure load

Efficient monitoring resource allocation

Sustainable monitoring architecture

Decision Indicators

Every process is monitored in real time regardless of actual time sensitivity.

Monitoring infrastructure costs have grown faster than the value of the insight delivered.

No criticality assessment determines appropriate monitoring frequency.

Infrastructure strain has caused monitoring outages during peak periods.

Low-criticality processes consume the same monitoring resources as critical ones.

If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.