Managing database offsets with time series

A system comprising:

• at least one hardware processor;
• and
• a non-transitory memory device storing executable instructions that, when executed, cause the at least one hardware processor to perform to perform operations comprising:
• receiving a series of data records in which the series of data records correspond to a data stream;
• for each one of the data records of the series of data records, storing the one of the data records in a storage layer of a stream-processing platform in association with a corresponding one of a plurality of offset values;
• querying an offset value from the plurality of offset values stored in a time series database by using a time parameter, in which the time parameter corresponds to a particular time and the offset value corresponds to the particular time;
• and
• transmitting a data request to the stream-processing platform, the data request comprising the offset value, and the data request being operable to retrieve a data record stored in association with the offset value in the storage layer of the stream-processing platform using the offset value.

A non-transitory memory device storing a set of instructions that, when executed by at least one processor, causes the at least one processor to perform operations comprising:

• receiving a series of data records in which the series of data records correspond to a data stream;
• for each one of the data records of the series of data records, storing the one of the data records in a storage layer of a stream-processing platform in association with a corresponding one of a plurality of offset values;
• querying one or more offset values from the plurality of offset values stored in a time series database by using a time parameter, in which the time parameter corresponds to a particular time and the one or more offset values correspond to the particular time;
• and
• displaying the one or more offset values as a metric of the data stream.