Abstract: Among other things, embodiments of the present disclosure relate to generating search queries based on audio processing. Other embodiments may be described and/or claimed.

Abstract: Search systems and methods for searching structured data and enhancing the relevancy of search results provided to a requesting user or application. Enhanced search results are provided by searching a cache of a user's most recently used items to eliminate or reduce search indexing latency. Also, more relevant search results are provided by re-ranking results based on use history, data security models and/or hierarchical user role models. Further, enhanced search results are provided by including user information in the search index.

Abstract: Techniques are disclosed relating to automated operations management. In various embodiments, a computer system accesses operational information that defines commands for an operational scenario and accesses blueprints that describe operational entities in a target computer environment related to the operational scenario. The computer system implements the operational scenario for the target computer environment. The implementing may include executing a hierarchy of controller modules that include an orchestrator controller module at top level of the hierarchy that is executable to carry out the commands by issuing instructions to controller modules at a next level. The controller modules may be executable to manage the operational entities according to the blueprints to complete the operational scenario.

Abstract: A method and system that generates a user interface with information from a decentralized data management system and information from a centralized data management system. The method including retrieving a layout for the user interface, determining metadata for the decentralized data management system, requesting the information from the centralized data management system identified by the layout via a query, accessing the information from the decentralized data management system by indexing, and generating and populating the user interface with the information from the centralized data management system and the decentralized data management system.

Abstract: Computing systems, database systems, and related conversational updating methods are provided for dynamically updating graphical user interfaces responsive to conversational user inputs received via a chatbot or other conversational interactions with a user.

Abstract: Database systems and related customization methods are provided. One exemplary method of modifying a database to support a new functionality involves receiving user input indicative of the new functionality from a client device coupled to a network, identifying existing customizations associated with a user of the client device in the database, determining a plurality of different solutions for implementing the new functionality based at least in part on the existing customizations associated with the user, providing a graphical user interface display at the client device including graphical indicia of the plurality of different solutions for implementing the new functionality, and in response to receiving indication of a selected solution of the plurality of different solutions from the client device, automatically instantiating a new customization corresponding to the selected solution in the database.

Abstract: A method of provisioning organization users in a multi-tenant database system includes receiving a request via a single sign-on protocol from an organization user to create a new multi-tenant database user account for access to the multi-tenant database system. The method retrieves rules that specify how to derive user permissions for access to the multi-tenant database system from stored user attributes of the organization user. The method continues with applying the rules to the stored user attributes to determine permissions for the users to access particular objects in the multi-tenant database system, and creating the new user account with the determined user permissions for access to the multi-tenant database system.

Abstract: Disclosed herein are system, method, and computer program product embodiments for a query processing system. An embodiment operates by receiving a query associated with a table. An ordered index with entries that include key values that uniquely identifies a corresponding record in the table is determined. A last key value is initialized to store a minimum value for a data type of the key value. The query is executed as a union-all of a plurality of queries. While a count of selected records is less than or equal to a threshold quantity and at least one entry remains in the ordered index, an ordered next entry with a key value subsequent to the last key value in the index is identified, the corresponding record is selected from the table, the last key value is updated, the query is executed, and the count is incremented.

Abstract: Techniques are disclosed for automatically generating stencils for content of a user interface (UI) to be rendered. A computer system receives information specifying content of a user interface (UI) to be rendered. Based on this information, the computer system identifies one or more bounding regions of content within the UI, including analyzing metadata and a rendered version of the UI. The computer system then automatically generates, one or more UI stencils based on the identified bounding regions, that are displayable as progress indicators prior to rendering corresponding UI content. Once it has generated the stencils, the computer system stores information specifying the one or more UI stencils for use in the UI. Automatically generating stencils for UIs may advantageously reduce the time gap from development to deployment of these UIs while improving their perceived performance and, by extension, improving user experience.

Abstract: Disclosed are some implementations of systems, apparatus, methods and computer program products for performing an asynchronous subscription process that enables a secondary organization to subscribe to receive data from a primary organization. A primary organization provides publish data indicating fields to which a secondary organization can subscribe. The secondary organization provides subscription data that indicates published fields to which the secondary organization has subscribed. In some implementations, a state of a connection between the primary organization and the secondary organization is maintained and updated to ensure that the publish data and subscription data cannot be modified until the subscription process is completed.

Abstract: A method for obtaining query response data by a relational database management system (RDBMS) is provided. The method receives a user input query, by a processor associated with the RDBMS, wherein the user input query comprises a query request for a set of data; formats the user input query into a second query language suitable for communication between the RDBMS and a query response interface associated with a second data storage external to the RDBMS, by the processor, to generate a reformatted user input query, wherein the RDBMS is configured to perform query operations using an n-ary tree format, and wherein the query response interface is configured to perform query operations using a binary tree format consisting of two child nodes per non-terminal node of a binary tree; and transmits the reformatted user input query to the query response interface, via a communication device communicatively coupled to the processor.

Abstract: Examples are described herein that relate to determining a level of relatedness between datasets. An approximation can be made of whether an entry in a first dataset appears in a same row as an entry in a second dataset. The approximation can be made by grouping entries in the second dataset together and determining an occurrence that an entry occurs in a same row as any of the entries in a grouping of entries. A test of independence between datasets can be made based at least on the occurrence values. Datasets can be ranked according to level of independence and presented to a user as candidates to join with a dataset. Occurrence values or rankings can be precomputed and available for use so that join candidates can be presented with a little amount of perceived delay to a user. A user interface can present join candidates for a dataset and allow the user the select datasets for joining. Joining of first and second datasets can supplement entries in both of the datasets and create a third dataset.

Abstract: Disclosed are some implementations of systems, apparatus, methods and computer program products for facilitating the management of assessment environments in an eLearning environment. A user may switch between assessment environments by selecting from a menu of selectable assessment environments. Educational content may be presented within a context of a selected assessment environment and assessment tasks may be completed within the context of the selected assessment environment.

Abstract: In a multitenant database, one or more supporting data tables are used to write and store tenant data. Based on the contextual data returning an indication of validity of a detected database transaction, various actions are performed. Data changes may be captured if no valid context is found. At runtime, triggers are used to set a valid context or fix mode context, and database operations causing the data corruptions are captured in a change tracking data structure. The captured data from the database operations include a primary key and an original value for each data change. The original value and primary key for each data change is used to nullify the unintended write.

Abstract: A system receives an object selection, and outputs the object. The system receives a first service selection, outputs the first service's object, receives a second service selection, and outputs the second service's object. The system receives selections of the object's first field and the first service object's field, and stores first metadata that maps between the object's first field and the first service object's field. The system receives selections of the object's second field and the second service object's field, and stores second metadata that maps between the object's second field and the second service object's field. The system updates an object instance by using the first metadata to send first request data to the first service and receive first response data from the first service, and by using the second metadata to send second request data to the second service and receive second response data from the second service.

Abstract: A graph representation of a designated application may be created. The graph representation may include nodes that each represent a computer programming code statement associated with the designated application as well as edges that each represent a logical linkage between two or more computer programming code statements. A determination may be made as to whether the designated application constitutes an unacceptable security risk by comparing the designated graph representation with a plurality of comparison graph representations. When it is determined that the designated application constitutes an unacceptable security risk, a message may be transmitted to prevent the designated application from being executed.

Abstract: Techniques are disclosed relating to predicting events based on automation parameters and initiating a procedure to request user input. In some embodiments, the system automatically selects one or more component types to display an interface to request the user input, e.g., based on user interface elements associated with the procedure. These component-based techniques may be used to imitate another interface while automatically formatting the input data without a known template.

Abstract: Systems and methods for performing authentication may include encrypting, by a server computing system, a question based on a first password associated with a user and based on successful verification of user identification to generate an encrypted question; transmitting, by the server computing system, the encrypted question to a user computing system; receiving, by the server computing system, an encrypted response from the user computing system, the encrypted response associated with the encrypted question; decrypting, by the server computing system, the encrypted response based on the first password to generate a response; and establishing, by the server computing system, a login session with the user computing system based on successful verification of the response.

Abstract: Techniques are disclosed for generating metrics for a stream of interaction data. In some embodiments, a computing system receives a stream of interaction data that is based on user interactions with one or more computing systems, where the stream of interaction data includes information for multiple interaction characteristics including an interaction category. In response to receiving additional interaction information in the stream of interaction data, the computing system may generate cumulative metric values for one or more interaction categories.

Abstract: Disclosed are methods, apparatus, systems, and computer readable storage media for interacting with components across different domains in a single user interface in an online social network. The user interface includes a first component and a second component, where the first component exposes content from a first database system at a first network domain and the second component exposes content from a second database system at a second network domain. A first interaction with the first component is received at a computing device, followed by a reference being provided in the second component, where the reference includes information related to the first interaction. A second interaction with the second component regarding the reference can be received at the computing device. Interactions between the components hosted on different database systems can occur through an application programming interface (API).