AWS - Auto Scaling
What does AWS Predictive Scaling primarily use to forecast future resource needs?
What does AWS Predictive Scaling primarily use to forecast future resource needs?
easy📝 Conceptual Q1 of 15
Step-by-Step Solution
Solution:
Step 1: Understand Predictive Scaling data input
AWS Predictive Scaling analyzes past usage patterns to predict future needs.Step 2: Identify the forecasting method
It uses machine learning models on historical data to forecast resource demand.Final Answer:
Historical usage data and machine learning -> Option BQuick Check:
Forecasting method = Historical data + ML [OK]
Quick Trick: Predictive Scaling learns from past data, not guesses or fixed times [OK]
Common Mistakes:
MISTAKES- Thinking it uses manual input instead of data
- Assuming it relies on random or fixed schedules
- Confusing it with reactive scaling
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