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  1. Analyzed AWS RDS utilisation graphs to derive possible patterns of high utilization, which helped us narrow down the key hour wherein we had the highest utilization.
  2. Based on the metrics above we digged dug deep to analyze API response times and detailed trace of services using our distributed tracing setup, Jaeger. 
  3. Several APIs were taking ~20-40s with majority of the time being spent querying the database; on analyzing the queries it was clear that they were not running optimally. 

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