Abstract: An improved system and method of data partitioning for parallel processing of dynamically generated application data is provided. An application may send a request to partition the application data specified by a data partitioning policy and to process each of the data partitions according to processing instructions. The data partitioning policy may be flexibly defined by an application for partitioning data any number of ways, including balancing the data volume across each of the partitions or partitioning the data by data type. Asynchronous data partition processors may be instantiated to perform parallel processing of the partitioned data. The data may be partitioned according to the data partitioning policy and processed according to the processing instructions. And the results may be returned to the application.