Abstract: An occurrence of a predetermined event is detected within a stream of data and a classification for the event is determined. A message is sent to an application when the predetermined event is detected. The message is received at the application and the message is visualized to a user of the application. The stream of data from the industrial machine to the transceiver circuit, to the control circuit, and to the application occurs in real-time without substantial interruption allowing the user of the application to make decisions and determine insights concerning the industrial machine in real-time.

Abstract: An occurrence of a predetermined event is detected within a stream of data and a classification for the event is determined. A message is sent to an application when the predetermined event is detected. The message is received at the application and the message is visualized to a user of the application. The stream of data from the industrial machine to the transceiver circuit, to the control circuit, and to the application occurs in real-time without substantial interruption allowing the user of the application to make decisions and determine insights concerning the industrial machine in real-time.

Abstract: An occurrence of a predetermined event is detected or predicted within a stream of data and a classification for the event is determined. A message is sent to an application when the predetermined event is detected or predicted. The message is received at the application and the message is visualized to a user of the application. The stream of data from the industrial machine to the transceiver circuit, to the control circuit, and to the application occurs in real-time without substantial interruption allowing the user of the application to make decisions and determine insights concerning the industrial machine in real-time.

Abstract: An analytic is deployed at the task driver, and the analytic performs one or more functions. At the task driver, an execution plan for the analytic is determined based at least in part upon an analysis of the functions. The execution plan determines a location for execution of each of the functions, and the location is one of the computational node or the data node. The functions are executed according to the execution plan.

Abstract: An occurrence of a predetermined event is detected or predicted within a stream of data and a classification for the event is determined. A message is sent to an application when the predetermined event is detected or predicted. The message is received at the application and the message is visualized to a user of the application. The stream of data from the industrial machine to the transceiver circuit, to the control circuit, and to the application occurs in real-time without substantial interruption allowing the user of the application to make decisions and determine insights concerning the industrial machine in real-time.

Abstract: An original model is stored in a data storage device. The original model describes or represents the operation of an industrial machine. A stream of data is received from the industrial machine at a control circuit. At the control circuit, the streaming data is mapped to the original model of the industrial machine. Features or labels in the stream of data related to the industrial machine are determined, and a predetermined event in the stream of data that is related to the features or labels is detected. Upon detection of the occurrence of the predetermined event, a modified or fitted model is derived, and predictions about performance of the industrial machine are derived utilizing the modified or fitted model.

Abstract: An analytic is deployed at the task driver, and the analytic performs one or more functions. At the task driver, an execution plan for the analytic is determined based at least in part upon an analysis of the functions. The execution plan determines a location for execution of each of the functions, and the location is one of the computational node or the data node. The functions are executed according to the execution plan.