1. A computer-implemented method comprising: in response to receiving, by a data service, live data associated with a customer of the data service, dynamically instantiating a dual-queue node, assigned to the customer, by initializing a live data queue of the dual-queue node assigned to the customer; routing the live data to the dynamically instantiated dual-queue node assigned to the customer; loading the live data into the initialized live data queue of the dual-queue node for processing of the live data, wherein processing includes generating summary statistics from the live data; and transmitting an alert to the customer in response to detecting the occurrence of one or more alert events.