Dataset processing based on network performance information. Processing of large datasets can be based on particular network computing resources that are selected based on network performance information (e.g., link speed, latency, energy efficiency, etc.) associated with the network computing resources. With the network performance information, a network topology of the computing resources can be created that considers not only the processing capabilities of the network computing resources but also the performance of the network that interconnects the computing devices.