Objective
Due to huge amount of incoming time series data, a custom graph based solution was needed view and analyze. The requirements were too customized to use existing SaaS solutions.
Challenge
We were generating ~2.5 Million data points per day per farm, amidst changing customer requirements every few days. Data also included non numeric values, and compatablity with data types of field machines.
Solution
Our custom data namespace and protocols developed by us accomodated client's changing system designs, helped standardization and achieve proper collection, and flow of data pipelines eventually
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