Abstract: A request may be received to migrate an organization from a first computing pod to a second computing pod located within an on-demand computing services organization configured to provide computing services. A migration resource utilization profile may be determined for the first computing pod. The migration resource utilization profile may identify one or more computing resources involved in transferring organizations from the first computing pod during one or more time windows. A migration time window for performing the requested migration may be selected based at least in part on the migration resource utilization profile.

Abstract: A geo-analytical program is integrated into a customer relationship management (CRM) solution. Via the geo-analytical program, users are able to define layer configuration settings for a layer for plotting on a map-based GUI. Layer configuration settings for a respective layer comprise an indication of a data object type serving as a base object type for the respective layer. A method involves receiving from a user user-defined configuration settings for a first layer, electronically receiving, at a geospatial computer system, geospatial data for a plurality of connected devices; electronically receiving, at the geo-analytical program from the geospatial computer system, real-time geospatial data for the plurality of connected devices; and utilizing, by the geo-analytical program, the user-defined layer configuration settings for the first layer to plot the first layer on the map-based GUI based on the received real-time geospatial data for the plurality of connected devices.

Abstract: Systems and methods are provided for monitoring consistency in a drug prescription system using prescription drug data and prescription drug treatment plan data relating to a plurality of patients received from a plurality of patient data providers, and using a machine learning module to compare treatment plans among the prescription drug treatment plan data, using simulations of one of one or more drugs and one or more treatment plans, among the prescription drug data and prescription drug treatment plan data.

Abstract: A resource utilization level and a data size may be determined for each organization within a computing pod located within an on-demand computing services organization configured to provide computing services. One of the organizations may be selected for migration away from the computing pod based on the resource utilization levels and the data sizes. The designated organization may have a respective resource utilization level that is high in relation to its respective data size.

Abstract: Cloud services release orchestration with a reusable deployment pipeline. According to some implementations, responsive to receiving from a COS controller parameters from configuration information provided to the COS controller while an app aware proxy routes production traffic to a first application (app) version that communicates with a database management system (DBMS) and that runs in container orchestration system (COS) pods having first app version containers, causing a validation of a second app version using COS pods having second app version containers that are now live after having been brought up by the COS controller responsive to the provision of the configuration information. After the validation, causing the transition to sending production traffic to the second app version containers that are determined to be live instead of to the first app version containers.

Abstract: A method, apparatus, and system to provide the ability for a user to make audio and/or audio-video phone calls simultaneously while watching (co-viewing) provider video content in remote locations. A control system is provided to set up call, direct provider video content, and provide for the phone calls and video content to be delivered and then synchronized. The phone calls may be routed by the control system to PSTN destinations or Internet based destinations and calls made or received may be bridged to other Internet based sources. The provider video content may be provided directly from its source or routed through NAT traversal or through the control system.

Abstract: Described herein are systems, methods, and other techniques for training a machine learning (ML) model to jointly perform named entity recognition (NER) and relation extraction (RE) on an input text. A set of hyperparameters for the ML model are set to a first set of values. The ML model is trained using a training dataset and is evaluated to produce a first result. The set of hyperparameters are modified from the first set of values to a second set of values. The ML model is trained using the training dataset and is evaluated to produce a second result. Either the first set of values or the second set of values are selected and used for the set of hyperparameters for the ML model based on a comparison between the first result and the second result.

Abstract: Systems and methods are provided for simulating a patient health state by determining one or more relationships within patient data, creating enriched data elements based on the determined relationships, and using a machine learning module to compute a current health state for a patient and classifying the patient within a population of patients, wherein the population of patients is determined based on one or more of lifestyle, diagnosis and/or prognosis, and present or previous healthcare treatments as categorized using the machine learning module.

Abstract: Systems and methods are provided for characterizing the activities of one or more physicians in a drug prescription system using an interception module for retrieving prescription drug data, an interaction module identifying data associated with each sales and service representative with whom the one or more physicians have interacted, identifying prescription orders, and using an analytic engine that associates the prescription drug data, data associated with each sales and service representative, and the orders with correct records for the plurality of physicians.

Abstract: Disclosed embodiments include a method for combining a BATCH application programming interface (API) and a QUEUEABLE API on a SALESFORCE platform to process records. The method can include accessing a programming environment associated with an add-on application for a SALESFORCE platform, obtaining records via the add-on application to be processed on the SALESFORCE platform in accordance with a job type, calling a BATCH API to process the records by batching the records to create job records, and calling a QUEUEABLE API to process the job records in QUEUEABLES including parallel QUEUEABLES such that at least some job records included in the parallel QUEUEABLES are processed in parallel in accordance with the job type.

Abstract: Systems and methods are provided for characterizing the activities of one or more patients in a health care system using an interception module for retrieving prescription drug data relating to the one or more patients, a correlation module that ensures that the prescription drug data is associated with the correct records of the one or more patients, and an analytics module that determines whether prescription ordering patterns for the one or more patients and indicates whether a subset of the ordering patterns is anomalous as compared with a stored ordering criterion.

Abstract: A database system is arranged to support collaboration among users of a file in a feed system of a multi-user social network database driven system, wherein at least some of the users are permitted to upload a file to the feed from a remote computing device, and other users may have permission to collaborate on modifying the file. A sync client application executable on a remote user machine enables an authorize user to select “sync all files in the feed,” which triggers (a) download of the latest version of all files in the feed from the cloud to all users associated with the feed, and (b) subsequent automatic synchronization of the files by selectively uploading to the cloud database a modified local copy of the file from a user machine, and then downloading a latest version of the modified file to all of the users associated with the feed.

Abstract: Methods and apparatuses for search and content creation. A partial input is received via a user interface of an electronic computing device. The partial input to be used for content creation. A search query is generated in response to receiving the partial input. A structured data repository is searched for objects matching the partial input. Results from the searching of the data repository are provided. Suggested content to be created from the displayed results is generated.

Abstract: Images of various views of objects can be captured. An object mesh structure can be created based at least in part on the object images. The object mesh structure represents the three-dimensional shape of the object and includes a mesh with mesh elements. The mesh elements are assigned views first from a subset of views to texture large contiguous portions of the object from relatively few views. Portions that are not textured from the subset views are textured using the full set of views, such that all mesh elements are assigned views. The views first assigned from the subset of views and the views then assigned from the full plurality of views can be packaged into a texture atlas. These texture atlas views can be packaged with mapping data to map the texture atlas views to their corresponding mesh elements. The texture atlas and the object mesh structure can be sent to a client device to render a representation of the object.

Abstract: A method is provided for processing a query. In some embodiments, the method includes creating a historical schema defining an ordered set of fields based on a current schema of an object and a field modification of the current schema. The method includes inserting, based on the field modification, a new field at an end of the historical schema and archiving records into a second storage device. The method includes receiving a query, which includes a command specifying a subset of fields and which indicates a non-current field. The method includes searching in the second storage device for archive records having a second schema including the subset of fields and the non-current field. The first and second schemas follow the field order in accordance with the historical schema. The method further includes accessing the subset of fields and the non-current field in accordance with the command.

Abstract: Disclosed are some implementations of methods and apparatus for managing services within a computer network. In one embodiment, a message interchange network for exchanging application-level messages between services, which are located outside the message interchange network, is provided. At the message interchange network, a plurality of application-level messages, which each specify which one or more receiving services are to receive the each application-level message, are received. Each received application-level message is forward towards the one or more receiving services. Correlation information regarding each application-level message that is received into message interchange network is retained. The application-level messages are sent between pairs of the services, and the retained correlation information for each application-level message pertains to each application-level message and any other application-level messages related to the each application-level message.

Abstract: System and methods are described to parse input source code and generate a tree representing the input source code, optimize the tree by determining reusable sub-trees of the tree and replacing the reusable sub-trees with variables, and transpile the optimized tree to generate output source code.

Abstract: Disclosed is a method for digitally generating a hologram in a screen plane of a hologram display device, including: obtaining intensity and depth maps of the scene corresponding to user viewpoint; projecting the points of the intensity map on planes parallel to the screen plane in a reference frame of the screen, one plane associated with one depth value of between minimum and maximum values of the depth map, a point of the intensity map projected on the plane of the planes associated with the depth value of the point in the depth map; compensating for distortion by modifying the planes of the scene, a point of one plane, called image point of an object point by conjugation of the convergent lens, being replaced by the object point; from the modified planes, propagating a complex sampled light wave to the screen plane and summation of the propagated light waves.

Abstract: An alerting system is provided that includes a network of transformation nodes, and state change processors. The transformation nodes include input transformation nodes, output transformation nodes, and intermediate nodes that connect the input and output transformation nodes. Each input transformation node can receive an events stream, and is coupled to one of the output transformation nodes by one or more intermediate transformation nodes. Each transformation node (except the input transformation nodes) can receive state updates from those transformation nodes that it subscribes to. Each output transformation node can generate a check result when stored state information for each of the transformation nodes that the output transformation node subscribes to collectively indicates that the check result should be generated.