Methods and systems for managing data storage and compute resources. The data can be stored a multiple locations allowing compute operations to be performed in a distributed manner in one or more locations. The cloud storage and cloud compute resources can be dynamically scaled based on the locations of the data and based on the cloud storage and/or cloud computing budgets. Dynamic reconfiguration of reconfigurable processors (e.g., FPGA) can further be used to accelerate compute operations.