Systems and methods for intelligent analytics generation in a multi-tenant system

A multi-tenant system, comprising:

• one or more hardware processors;
• and
• memory storing computer instructions, the computer instructions when executed by the one or more hardware processors configured to perform:
• during a preprocessing phase,
• obtaining first consumption records for a first one of a plurality of different time windows, the first consumption records comprising first event attributes and first event attribute values, the first consumption records being partitioned into first partitions based on a first subset of the first event attribute values;
• generating, in each of the first partitions, for the first one of the plurality of different time windows, one or more first consumption datasets based on the first consumption records, the one or more first consumption datasets comprising first aggregated consumption metrics for the first one of the plurality of different time windows;
• obtaining second consumption records for a second one of a plurality of different time windows, the second consumption records comprising second event attributes and second event attribute values, the second consumption records being partitioned into second partitions based on a second subset of the second event attribute values;
• generating, in each of the second partitions, for the second one of the plurality of different time windows, one or more second consumption datasets based on the second consumption records, the one or more second consumption datasets comprising second aggregated consumption metrics for the second one of the plurality of different time windows;
• during an analytics generation phase,
• generating consumption analytics results from an evaluation of a trend across the first aggregated consumption metrics for the first one of the plurality of different time windows and the second aggregated consumption metrics for the second one of the plurality of different time windows;
• and
• outputting the consumption analytics results.