1. A system, comprising: storage storing a Real-time Applications over Cloud-Edge (RACE) cloud-based management service that is executable by a computing device, the RACE cloud-based management service configured to interact with an application executing on cloud-based resources and at individual edge computing devices in communication with the cloud-based resources, the RACE cloud-based management service configured to mimic a data stream management systems (DSMS) engine to receive temporal declarative queries from the individual edge computing devices; and, a hardware RACE processor configured to intercept the temporal declarative queries and to parse and compile individual temporal declarative queries into an object representation.