Abstract: Export of data from an edge device to a provider network may be managed. An edge device may receive different data streams from different client devices in a client network. According to an export configuration received at the edge device, one of the data streams may be selected. A next portion of data in the data stream may be identified and the identified portion may be sent to a data stream destination in a remote network by the edge device.

Abstract: Systems, methods, and processing nodes determine and perform preventive maintenance on a transport vehicle in a transportation system. The method includes extracting features for previous incidents that have occurred to a plurality of transport vehicles in the transportation system. The method also includes determining a criticality of types of incidents based on the features extracted. The method includes predicting, based on the criticality of types of incidents and the features extracted, details of at least one future incident for a first transport vehicle from the plurality of transport vehicles. The details include a predicted type of the at least one future incident, a predicted time of the at least one future incident, and a predicted criticality of the at least one future incident. Additionally, the method includes performing a prescriptive action for the first transport vehicle to mitigate the at least one future incident in the first transport vehicle.

Abstract: Export of data from an edge device to a provider network may be managed. An edge device may receive different data streams from different client devices in a client network. According to an export configuration received at the edge device, one of the data streams may be selected. A next portion of data in the data stream may be identified and the identified portion may be sent to a data stream destination in a remote network by the edge device.

Abstract: Systems, methods, and processing nodes determine and perform preventive maintenance on a transport vehicle in a transportation system. The method includes extracting features for previous incidents that have occurred to a plurality of transport vehicles in the transportation system. The method also includes determining a criticality of types of incidents based on the features extracted. The method includes predicting, based on the criticality of types of incidents and the features extracted, details of at least one future incident for a first transport vehicle from the plurality of transport vehicles. The details include a predicted type of the at least one future incident, a predicted time of the at least one future incident, and a predicted criticality of the at least one future incident. Additionally, the method includes performing a prescriptive action for the first transport vehicle to mitigate the at least one future incident in the first transport vehicle.