Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive structural analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive structural analysis using at least one of table column classification machine learning models, table column clustering machine learning models, structural variance generation machine learning models, and emergence report generation machine learning models.

Abstract: An AI based platform for processing information collected during a medical procedure. A method includes capturing images and speech during a medical procedure; processing the images using a trained classifier to identify image-based quality-of-care indicators (QIs); converting the speech into text; parsing the text into sentences; performing a search and replace on predefined text patterns in the sentences; identifying text-based QIs in the sentences; classifying sentences into sentence types using a trained model; updating sentences by integrating the image-based QIs with text-based QIs; and outputting structured data that includes sentences organized by sentence type.

Abstract: A method for performing a data backup process on a cluster includes: obtaining a backup generation request for virtual machines; in response to obtaining the backup generation request: generating a first set of backup groupings based on the backup generation request where each of the first set of backup groupings includes at least one of the virtual machines; issuing a disable migration command to a plurality of production hosts where each of the plurality of production hosts is associated with at least one of the virtual machines; identifying, after the issuing, a virtual machine of the virtual machines that is migrating; removing, based on the identifying, the virtual machine from the first set of backup groupings to obtain a second set of backup groupings where the virtual machine is placed in an excluded group after the removing; and backing up the second set of backup groupings.

Abstract: A system communicates, with a client device, to establish a first TLS communication session between the system and the client device, and with a server device, to establish a second TLS communication session between the system and the server device. The system generates a first session ticket associated with the first TLS communication session, and obtains, from the server device, a second session ticket associated with the second TLS communication session. The system sends, to the client device and via the first TLS communication session, the first session ticket, with the second session ticket included in the first session ticket. The system receives, from the client device and after the first TLS communication session and the second TLS communication session terminate, the first session ticket that includes the second session ticket, which the system uses to facilitate resumption of the first TLS communication session and the second TLS communication session.

Abstract: Computer systems, apparatuses, processors, and non-transitory computer-readable storage devices configured for executing a method for generating proactive advisor recommendation using artificial intelligence. The method has the steps of: partitioning a plurality of clients using a clustering model based on data of the plurality of clients for clustering the plurality of clients into a plurality of client clusters; classifying the clients of at least a first client cluster of the plurality of client clusters into a plurality of client classifications by using one or more random-forest classifiers; and generating financial recommendations for the clients of at least a first client classification of the plurality of client classifications.

Abstract: An example operation may include one or more of identifying an external system that passes an input attribute to a process based on a workflow representation of the process, building a simulator of the external system based on attributes of the external system identified from the workflow representation, simulating future values of the input attribute to be passed to the process by the external system based on the simulator of the external system and a previous simulation run of the process performed via a workflow software application, and executing a new simulation of the process via the workflow software application based on the simulated future values of the input attribute.

Abstract: A method for a building management system includes detecting a fault from timeseries building data, classifying a time period of the timeseries building data as a faulty time period based on the fault, and playing an audiovisual presentation of the fault and the timeseries building data by visually advancing through the timeseries building data in a chronological order and emitting a tone when the timeseries building data for the faulty time period is presented.

Abstract: A method, computer program, and computer system are provided for online fairness monitoring. A dataset having one or more entries with one or more protected attributes and data corresponding to a trained machine learning model is received. An entry having a maximum reward is selected based on a reward probability associated with the entry. A determination is made as to whether bias has developed in the trained machine learning model toward one or more of the one or more protected attributes based on a change to the reward probability or a distribution of reward probabilities exceeding a threshold value.

Abstract: Gas distribution apparatuses described herein include a mixing plate adjacent a back plate of a showerhead. The mixing plate has a back surface and a front surface defining a thickness of the mixing plate. The mixing plate has a mixing channel comprising a top portion and a bottom portion defining a mixing channel length and at least two gas inlets in fluid communication with the top portion of the mixing channel. The gas distribution apparatus also includes a mixer disposed within the thickness of the mixing plate in the top portion of the mixing channel. The mixer has a top plate and a mixer stem extending from the top plate and a plurality of blades positioned along the mixer stem length. Also provided are processing chambers including the gas distribution apparatuses described herein.

Abstract: Systems, computer program products, and methods are described herein for providing data analysis and processing using graphical user interface position mapping identification is provided. The method includes receiving a plurality of data packets from a plurality of data sources. The data packets contain one or more data metrics associated with an entity. The method also includes causing a rendering of a user interface that presents one or more selectable icons for selecting data to use from the plurality of data packets. The method further includes receiving one or more user selections of the one or more selectable icons. The one or more user selections indicate one or more of the plurality of data sources to use for a generation of a report. The method further includes generating the report based on one of more of the plurality of data packets from the selected data sources of the plurality of data sources.

Abstract: A current set of context features for a database query that is associated with a string is identified. The database query includes a sequence of tokens of a database syntax, and the current set of context features includes words from the string and tokens from the database query. An inference record is selected from an inference store based on a comparison of the current set of context features to context features of inference records in the inference store. The database query is modified using a resolution of the inference record to obtain an inferred database query. The resolution includes one or more tokens of the database syntax. A search of a database is invoked using a query based on the inferred database query to obtain search results.

Abstract: Intent-resolution using a phrase index may include obtaining data expressing a usage intent, the data expressing the usage intent including an unresolved data portion, identifying a phrase fragment based on the data expressing the usage intent and a defined phrase pattern, the phrase fragment including the unresolved data portion, identifying, by a processor, an indexed phrase as by searching a phrase index based on the phrase fragment, wherein the indexed phrase at least partially matches the phrase fragment in accordance with the defined phrase pattern, in response to identifying the indexed phrase, obtaining a resolved request representing the data expressing the usage intent in accordance with the indexed phrase, generating a data query in accordance with the resolved request and a defined structured query language, obtaining results data responsive to execution of the data query by a database that implements the defined structured query language, and outputting the results data.

Abstract: An HVAC system includes an indoor heat-exchange coil disposed between a supply air duct and a return air duct. A damper is disposed in a re-circulation duct and is moveable between an open position and a closed position. A controller is configured to determine if the HVAC system is operating in a heating mode or an air-conditioning mode. Responsive to a determination that the HVAC system is operating in the air-conditioning mode, the controller is configured to determine if the variable-speed indoor circulation fan is operating at a minimum speed and if the relative humidity measured by the humidity sensor is above a pre-determined threshold. Responsive to a determination that the variable-speed indoor circulation fan is operating at the minimum speed and the relative humidity of the enclosed space is above the pre-determined threshold, the controller signals the damper to move to the open position.

Abstract: In one embodiment, an apparatus is configured for insertion into a network device and includes a printed circuit board, at least one electronic component mounted on the printed circuit board and configured for direct air-cooling, and an enclosure comprising a plurality of electronic components, an electrical connector, a fluid inlet connector, and a fluid outlet connector. A dielectric liquid is disposed within the enclosure for immersion cooling of said plurality of electronic components during operation of the network device.

Abstract: Processes and systems for upgrading natural gas liquids. At least a portion of the natural gas liquid components in a shale gas stream can be dehydrogenated to their corresponding olefin derivatives prior to separating any methane from the liquids. Further processing subsequent to dehydrogenation could include various separations, oligomerizing olefins produced in the dehydrogenation step, recovering desired products, etc. The order of the processing steps subsequent to dehydrogenation could be adjusted in various cases.

Abstract: Apparatuses, systems, and methods are provided for ultrasonic fingerprint sensors that are able to be used to detect fingerprints from opposing sides of an apparatus, e.g., a smartphone with screens on both sides of the housing. Some implementations of such sensors may include, for example, two piezoelectric and sensor pixel layer assemblies coupled to a common controller. Other implementations of such sensors may include, for example, a single piezoelectric and sensor pixel assembly coupled with a controller configured to apply a range-gate delay to obtain fingerprint scans from either opposing side of an apparatus. Yet further implementations of such sensors may include acoustic masking layers to spatially filter ultrasonic waves propagating to either side of an apparatus.

Abstract: Systems, methods, and non-transitory computer-readable media can determine a set of candidate values for a field in a page. The set of candidate values can be evaluated for accuracy based at least in part on a machine learning model, wherein the machine learning model outputs a respective score for each candidate value that measures an accuracy of the candidate value for the field in the page. A best scoring candidate value can be determined from the set of candidate values. The field in the page can be associated with the best scoring candidate value.

Abstract: An apparatus comprises a processing device configured to receive a request for access to a first computing device and to determine, utilizing a time-varying password generation algorithm, a password for a repair mode user account on the first computing device, the repair mode user account having restricted access to user data stored on the first computing device. The processing device is also configured to access, utilizing the determined password, the repair mode user account on the first computing device. The processing device is further configured to record one or more actions performed on the first computing device while the first computing device is being accessed using the repair mode user account, and to provide the recorded one or more actions for viewing on a second computing device different than the first computing device.

Abstract: Techniques are provided for computing with private healthcare data. The techniques include a method comprising constructing an isolated memory partition that forms a secure enclave and pre-provisioning software within the secure enclave. The pre-provisioned software is configured to receive at least one of input data or the instructions for the one or more application computing processes in an encrypted form; decrypt the at least one of input data or instructions using one or more cryptographic keys; execute the one or more application computing processes based on the decrypted at least one of input data or instructions to generate output data; generate a proof of execution that indicates that the one or more application computing processes operated on the received input data; encrypt the output data using the one or more cryptographic keys; and provide external access to the encrypted output data and the proof of execution.

Abstract: A system for streaming digital content includes a mobile device, a mobile application, and a backend application. The mobile application includes a form of digital content, at least one quiz, a reward subsystem, and a marketplace. The quiz material is related to the digital content. The mobile application is configured for use on the mobile device.