SYSTEM AND METHOD FOR INFERENCE MODEL GENERALIZATION FOR A DISTRIBUTED ENVIRONMENT

Methods and systems for managing generalization of inference models throughout a distributed environment are disclosed. To manage generalization of inference models, a system may include a data aggregator and one or more data collectors. The data aggregator may obtain a similarity graph in order to determine the relationship between data obtained by one or more data collectors. The similarity graph may be used to obtain grouping for the data collectors. The data aggregator may train inference models to facilitate data collection by the data collectors included in the grouping.