Abstract: The present invention is for an autonomous aerial vehicle that enables near real-time computation of harvest yield data. Generally, the autonomous aerial vehicle receives combine harvest data from a harvesting vehicle, generates high-resolution yield data based on sensor suite that is on-board the autonomous vehicle, obtains edge compute data from an edge computing device at the edge of the network, and segments the received combine harvest data, the generated high-resolution yield data, and the obtained edge compute data. The aerial vehicle applies data normalization models to the segmented data and computes a normalized harvest yield for at least a portion a land tract. In this manner, the data delivery vehicles computes normalized data that otherwise can by noisy and unreliable.

Abstract: The present invention is for an autonomous aerial vehicle that enables near real-time computation of harvest yield data. Generally, the autonomous aerial vehicle receives combine harvest data from a harvesting vehicle, generates high-resolution yield data based on sensor suite that is on-board the autonomous vehicle, obtains edge compute data from an edge computing device at the edge of the network, and segments the received combine harvest data, the generated high-resolution yield data, and the obtained edge compute data. The aerial vehicle applies data normalization models to the segmented data and computes a normalized harvest yield for at least a portion a land tract. In this manner, the data delivery vehicles computes normalized data that otherwise can by noisy and unreliable.

Abstract: Exemplary embodiments of the invention can include a method for identifying an individual component from among a plurality of components in a target system as an identified component of a plurality of identified components, mapping each one of the identified components to respective ones of a target hardware node, generating intermediate code for each respective one of the target hardware nodes, generating serialization code for each respective communication interface between the target hardware nodes, transmitting the respective intermediate codes to each one of the target hardware nodes, and transmitting respective serialization codes to each communication interface of the target hardware nodes.

Abstract: A system and method of holistic application development and deployment in a distributed, heterogeneous computing environment. The method includes identifying an individual component from among a plurality of components in a target system as an identified component of a plurality of identified components, mapping each one of the identified components to respective ones of a target hardware node, generating intermediate code for each respective one of the target hardware nodes, generating serialization code for each respective communication interface between the target hardware nodes, transmitting the respective intermediate codes to each one of the target hardware nodes, and transmitting respective serialization codes to each communication interface of the target hardware nodes.

Abstract: Exemplary embodiments of the invention can include a method for identifying an individual component from among a plurality of components in a target system as an identified component of a plurality of identified components, mapping each one of the identified components to respective ones of a target hardware node, generating intermediate code for each respective one of the target hardware nodes, generating serialization code for each respective communication interface between the target hardware nodes, transmitting the respective intermediate codes to each one of the target hardware nodes, and transmitting respective serialization codes to each communication interface of the target hardware nodes.