Abstract: Systems and methods for using QR codes to track, monitor, and consolidate transactions are disclosed. In one embodiment, a system may receive a request from a first device to generate a first QR code associated with a first account. The system may generate the first QR code and send the first QR code to the first device. The system may receive a request from the first device to share a QR code with a second device. The system may update associated data to indicate a sharing of a QR code with the second device. The system may generate a second QR code associated with a second account of the second device and linked to the first account, so that use of the second QR code can be tracked and monitored. The system may send the second QR code to the second device.

Abstract: Systems and methods for using QR codes to track, monitor, and consolidate transactions are disclosed. In one embodiment, a system may receive a request from a first device to generate a first QR code associated with a first account. The system may generate the first QR code and send the first QR code to the first device. The system may receive a request from the first device to share a QR code with a second device. The system may update associated data to indicate a sharing of a QR code with the second device. The system may generate a second QR code associated with a second account of the second device and linked to the first account, so that use of the second QR code can be tracked and monitored. The system may send the second QR code to the second device.

Abstract: Systems and methods for using QR codes to track, monitor, and consolidate transactions are disclosed. In one embodiment, a system may receive a request from a first device to generate a first QR code associated with a first account. The system may generate the first QR code and send the first QR code to the first device. The system may receive a request from the first device to share a QR code with a second device. The system may update associated data to indicate a sharing of a QR code with the second device. The system may generate a second QR code associated with a second account of the second device and linked to the first account, so that use of the second QR code can be tracked and monitored. The system may send the second QR code to the second device.

Abstract: Systems and methods for using QR codes to track, monitor, and consolidate transactions are disclosed. In one embodiment, a system may receive a request from a first device to generate a first QR code associated with a first account. The system may generate the first QR code and send the first QR code to the first device. The system may receive a request from the first device to share a QR code with a second device. The system may update associated data to indicate a sharing of a QR code with the second device. The system may generate a second QR code associated with a second account of the second device and linked to the first account, so that use of the second QR code can be tracked and monitored. The system may send the second QR code to the second device.

Abstract: The present disclosure relates to system and methods for predicting performance caused by software code changes. For this purpose, an augmented machine learning model predicts a latency of software module with updated code executed in a production environment. In some aspects, the latency is predicted based on a change of deviation that is determined by comparing the latency of the software module with updated code and the latency of the software module without updated code, whereas the software modules are executed in environments different from the production environment.

Abstract: The present disclosure relates to system and methods for predicting performance caused by software code changes. For this purpose, an augmented machine learning model predicts a latency of software module with updated code executed in a production environment. In some aspects, the latency is predicted based on a change of deviation that is determined by comparing the latency of the software module with updated code and the latency of the software module without updated code, whereas the software modules are executed in environments different from the production environment.

Abstract: A computer implemented method and apparatus for ordering images in an image set based on social interactions and viewer preferences. The method comprises ordering the images in an image set based on social interactions with the image set and viewer preferences; and providing for display, the ordered images.

Abstract: A computer implemented method and apparatus for ordering images in an image set based on social interactions and viewer preferences. The method comprises ordering the images in an image set based on social interactions with the image set and viewer preferences; and providing for display, the ordered images.