An apparatus is configured to initiate distributed computations across a plurality of data processing clusters associated with respective data zones, to utilize local processing results of at least a subset of the distributed computations from respective ones of the data processing clusters to generate global processing results, and to update at least one distributed ledger maintained by one or more of the plurality of data processing clusters to incorporate one or more blocks each characterizing at least a portion of the distributed computations. Each of at least a subset of the data processing clusters is configured to process data from a data source of the corresponding data zone using one or more local computations of that data processing cluster to generate at least a portion of the local processing results. At least one of the data processing clusters is configured to apply one or more global computations to one or more of the local processing results to generate at least a portion of the global processing results.