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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
I have dealt with the same problem. It depends what are the cycle intervals. If for example, it's every few minutes maybe it's worth keeping a machine on the cloud and the DB on that machine. in my opinion, it's a little bit expensive. The thing that worked for me is to run once a day a lambda function and store the data on a message broker. You should take a look at memphis.dev which is open-source and very easy to work with.
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