RADAR-Backend
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Investigate the use of Incremental Windows for aggregation
As specified here - Kafka Stream Usage Patterns, We can maybe create successive streams for time windows since our time windows are successive in nature (10 seconds can feed into 1min which can feed into 10 min and so on).
Or is this already performed in the current application? If not, it might help reduce the resource utilisation.