Intelligent iot data split management

A system comprising:

• a computer system having one or more processors programmed to:
• initialize a flow control that specifies concurrent routing of multiple sensor datasets corresponding to a plurality of machine-learned models;
• receive a sensor dataset from an intermediary store that includes data originating from one or more sensor devices;
• obtain a user specification for routing a data splitter function output to a designated target model using a router function for a first concurrent execution of machine learning for a designated target model;
• and
• route the data splitter function output to the designated target model.

A computer readable storage medium comprising instructions, when executed on a computer system, programs the computer system to:

• initialize a flow control that specifies concurrent routing of multiple sensor datasets corresponding to a plurality of machine-learned models;
• receive a sensor dataset from an intermediary store that includes data originating from one or more sensor devices;
• obtain a user specification for routing a data splitter function output to a designated target model using a router function for a first concurrent execution of machine learning for a designated target model;
• and
• route the data splitter function output to the designated target model.