Abstract: Systems, computer program products, and methods are described herein for analyzing micro-anomalies in anonymized electronic data. The present disclosure is configured to import or retrieve a first data set, process the first data set to develop at least one event-outcome projection, define an outcome projection data set, import or receive a monitored user data set, anonymize the monitored user data set, define an avatar data set process the avatar data set, wherein the steps of import or receive a monitored user data set, anonymize the monitored user data set, and define an avatar data set are repeated one or more times.

Abstract: Systems, computer program products, and methods are described herein for processing data using an optimized machine learning architecture. The present disclosure is configured to monitor usage data for a plurality of network devices; analyze the usage data using a first machine learning engine; determine, based on an output of the first machine learning engine, at least one data trend; and instruct a second machine learning engine to analyze local data associated with the at least one data trend, wherein the second machine learning engine is hosted on a first network device of the plurality of network devices.

Abstract: The present invention is directed to a new fluoro-pyridinone hydroxamic acid phosphates and boronates of Formulae I, II and III wherein Q is selected from the group consisting of —P(O)(OH)2, —P(O)(OH)(O?M+), —P(O)(O?M+)2 and —P(O)(O?)2M2+; M+ at each occurrence is a pharmaceutically acceptable monovalent cation; and M2+ is a pharmaceutically acceptable divalent cation and their use as LpxC inhibitors and, more specifically, their use to treat bacterial infections.

Abstract: A modular storage system comprises one or more storage modules, a moveable display capable of coupling to a storage module, and a sensor capable of detecting movement of the display. The individual storage modules have one or more magazines that can hold a plurality of storage cartridges. The modular storage system further comprises a controller that responds to detected display movement by reconfiguring a state of the modular storage system.