Systems and methods for providing real-time streaming data processing at edge servers

Systems and methods provide synchronizing edge server code among a plurality of edge servers. Systems and methods provision, to a plurality of edge servers, an updated version of transform code adapted to perform real-time processing on real-time streaming data that are received by the plurality of edge servers, receive real-time transformed data from at least one of the plurality of edge servers, detect that the received real-time transformed data from the at least one of the plurality of edge servers was generated using a previous version of transform code and perform one or more transform operations corresponding to the updated version of transform code on the received real-time transformed data, until the received transformed data is in a form consistent with the updated version of provisioned transform code.