Sap Se

Anantharaman Ravi

Joy Bhattacharjee

Lokesh Chouhan

Raghav Sampath

Mohsin Soudagar

Rajesh Vellore Arumugam

Sundeep Gullapudi

Wei Xia

Prawira Putra Fadjar

Methods, systems, and computer-readable storage media for receiving a first set of predictions generated by a ML model during execution of a training pipeline to train the ML model, each prediction in the first set of predictions being associated with a confidence, determining a set of confidence bins based on confidences of the first set of predictions, for each confidence bin in the set of confidence bins, providing an accuracy, processing the set of confidence bins and accuracies through a regression model to provide one or more regressions, each regression representing a confidence-to-accuracy relationship, defining a set of confidence thresholds based on at least one regression of the one or more regressions, and during an inference phase, applying the set of confidence thresholds to selectively filter predictions from a second set of predictions generated by the ML model.

Dynamic calibration of confidence-accuracy mappings in entity matching models

A hash value is determined based on a payload of a message associated with a first system, the hash value related to a message flow instance that includes the message, wherein the payload associates the message with the message flow instance. Upon sending the message to a second system, generating a first event corresponding to the message, wherein the first event includes the hash value. The first event is sent to a monitoring system. The monitoring system receives a second event including the hash value, wherein the hash value included in the second event is determined in association with the second system. Based on the hash value, a relation is determined to associate the first event and the second event with the message flow instance. The message flow instance is reconstructed based on the determined relation.

Reconstructing message flows based on hash values

Growing community of inventors

Singapore, Singapore

Anantharaman Ravi