Abstract: Implementations analyze transaction data and objectively capture pre-identified desired information about the analyzed transaction data in a consistently organized manner. An example system includes a user interface that enables a user to provide static portions and dynamic portions of a template. The dynamic portions identify variables that are replaced with either data extracted from the transaction or text based on the output of classifiers applied to the transaction. An example method includes applying classifiers to scoring units of a transaction to generate classifier tags for the scoring units and generating a narrative by replacing variables in an automated narrative template with text based on at least some of the classifier tags.

Abstract: Systems (500, 1100) and methods (1800) for optimizing thread execution in a Target Hardware Platform (“THP”). The methods comprising: constructing a matrix (600) populated with first cost values representing costs of running threads (7080-7085) on computing cores (512-518); determining first performance scores (526) each determined based on the first cost values and a respective thread execution layout of a plurality of different thread execution layouts (900, 1000); selecting an optimal thread execution layout from the plurality of different thread execution layouts based on the plurality of first performance scores; and configuring operations of THP (502) in accordance with the optimal thread execution layout. Each different thread execution layout specifies which threads of a plurality of threads are to respectively nm on the computing cores disposed within THP.

Abstract: A data transfer mechanism including at least one data buffer through which messages are sent from a message sender to a message receiver, a preemptive recovery mechanism, and a preemptive retransmission mechanism. The preemptive recovery mechanism and the preemptive retransmission mechanism include at least portions of a control data path, an event handler, a processor, and a cache. The preemptive recovery mechanism sends an early warning message to the message sender independently of the message receiver upon detection that the data buffer is nearing overflow. The preemptive retransmission mechanism sends a retransmission request on behalf of the receiver to the sender, independently of the message receiver, upon detection that the receiver's data buffer has overflowed.