A fault tolerant capability for the reliable collection and aggregation of disparate data from multiple processing units. Data of a processing unit is collected and locally aggregated at that processing unit. The locally aggregated data is stored in a local database, and periodically forwarded to a central manager. In response to receiving the data, the central manager determines whether the data should be included in a total aggregate of data for the processing environment.