High volume-velocity time series data ingestion, analysis and reporting method and system

A computer-implemented method for high volume-velocity time-series data ingestion and reporting, the method comprising:

• a. at least one set of three identifiers:
• i. Source Group Identifier
• ii. Data Source Identifier
• iii. Timestamp Identifier
• b. at least one set of three record keys:
• i. Source Group Key
• ii. Source Identifier Key
• iii. Timestamp Key
• where said Source Group Key is a unique identifier in said computer-implemented method for said Source Group Identifier;
• where said Source Identifier Key is comprised of a prefix made up of said Source Group Key and a suffix corresponding to said Data Source Identifier so that said Source Identifier Key is a unique identifier in said computer-implemented method for said Data Source Identifier;
• where said Timestamp Key is a formatted representation of said Timestamp Identifier so that all Timestamp Keys have the same format in said computer-implemented method;
• c. at least one Key-Value table, using a composite key of said Source Identifier Key and said Timestamp Key to uniquely identify each record;
• d. at least one Key-Value-Document table, using a composite key comprised of said Source Group Key and said Source Identifier Key to uniquely identify each record;
• e. receiving, at one or more computing devices, a plurality of time-series data events, each event element comprising a Data Source Identifier, a timestamp, and event data and being generated by a data source in response to a physical or virtual activity;
• f. processing, using the one or more computing devices, the plurality of time-series data events to insert the time-series data events into said at least one Key-Value table using the Source Identifier Key and Timestamp Key and to insert or update the corresponding Source Identifier record into said at least one Key-Value-Document table with the time-series data event using said Source Identifier Key and said Source Group Key.