Abstract: Some embodiments provide a non-transitory machine-readable medium that stores a program. The program receives from a client device a request for data stored in a database categorized based on a calculated dimension. The program further generates the calculated dimension based on a subset of the data stored in the database. The program also generates an intermediary data structure by combining the calculated dimension with the data stored in the database. The program further generates results for the request by aggregating the data in the intermediary data structure based on the calculated dimension. The program also provides the results for the request to the client device.

Abstract: Techniques and solutions are described for facilitating deploying tenants to, and managing tenants in, a cloud computing environment. In determining where a tenant should be deployed, cloud-based software applications, or at least cloud-based software applications of a particular type, used by the tenant are considered. Computing resources needed by the tenant are determined. The tenant is deployed to a computing infrastructure that has instances of the cloud-based software applications used by the tenant and has computing resources sufficient to satisfy the needs of the tenant. If the tenant is to access another software application, the data for such application is deployed to that computing infrastructure. If the tenant's computing resource needs exceed the available resources of the infrastructure, resources are added to the infrastructure or the tenant's data for all of the cloud-based software applications are moved to another computing infrastructure.

Abstract: In an example embodiment, a solution is used to provide container volume replication via a container storage replication log and volume buffer synchronization, which is built on top of a container cloud platform whose container metadata and replication runtime configuration are all managed by a storage manager (a service orchestrated by its job scheduler and service orchestrator). This container volume replication ensures the data security for a long-running service in the container. In the case of any disaster, the in-memory database and application data inside of the container can be recovered via volume replication. This provides container volume replication for long-running containerized applications whose states keep changing.

Abstract: Technologies are provided for reducing or eliminating transaction consistency anomalies that can occur during data replication, such as during database table replication. For example, commit values can be used to coordinate requests so that the requests are not performed on database tables with inconsistent data.

Abstract: Methods and apparatus, including computer program products, are provided for a case join. In one aspect, there is provided method, which may include receiving a query for a predefined view that is configured to inhibit modification; detecting whether the predefined view includes a database table extended to include an additional column; and generating, in response to the query, a view based on a case join, when the predefined view includes the database table extended to include the additional column. Related apparatus, systems, methods, and articles are also described.

Abstract: An in-memory database server hosting a tenant of a multi-tenant software architecture can receive a definition of a custom data field that is unique to an organization having isolated access to the tenant. The custom data field can extend a standard table defined by central metadata stored at a system tenant of the multi-tenant software architecture. Tenant private metadata that includes the definition can be stored in memory accessible only to the tenant. A tenant-dependent table that includes the custom data field can be formed, for example by retrieving central metadata defining the standard table from the system tenant and adding the custom data field using the definition. The tenant-dependent table can be presented for access via a database client at the organization. Related systems, articles of manufacture, and computer-implemented methods are disclosed.

Abstract: A method, a system and a computer program product for implicitly partitioning data. An index in a plurality of indexes is selected. The index corresponds to a plurality of ranges of data values stored in a plurality of database slices of a database. A partitioning structure for the selected index is generated. The partitioning structure includes a plurality of hierarchically arranged nodes. Each node corresponds to a range of data values in the plurality of ranges of data values stored and at least one database slice storing corresponding range of data values. Another range of data values is received for storage in the database. Using the partitioning structure, a node in the partitioning structure corresponding to the received range of data values and a corresponding database slice for storing the received range of data values are identified. The received range of data values is stored in the identified database slice.

Abstract: Disclosed herein are system, method, and computer program product embodiments for replicating data from a source database table to a target database table. An embodiment operates by maintaining a master logging table in communication with a source database table and a subscriber logging table. Thereafter, a copy of a first modification of data of the source database table is provided to the master logging table as a record, where the first record includes the copy of the first modification of data. Subsequently, upon determining that the first record in the master logging table is committed, a copy of the first record is provided to the subscriber logging table. And after identifying a first target database associated with the master logging table, the first record is sent to the first target database.

Abstract: A system includes display of user interface, detection of a UI event associated with the user interface, interception of a request to a network triggered by the UI event, generation of a cache key based on the UI event, reception of a response to the request from the network, generation of a data structure including the response, and storage of the data structure in the persistent storage system in association with the cache key.

Abstract: A new unique value to be added to a column of a database table can be written to an in-memory array representing a dictionary of the column, and space can be allocated in at least one dictionary block on at least one page maintained on a persistent storage without writing the new unique value to the at least one dictionary block. A pending materialization bit for the at least one page can be set to identify the at least one page for deferred materialization.

Abstract: A system and method include reception, from a remote system, of a trained natural language processing model implementing a dialog flow-based application, reception of input parameters from an operator while not in communication with the remote system, input of the input parameters to the model to initiate a transaction, storing of transaction data associated with the transaction in a local memory, determination that the mobile device is in communication with the remote system, transmission, in response to the determination, of the stored transaction data to the remote system, and reception, from the remote system, of an updated trained model based on the transmitted transaction data.

Abstract: A method of simplifying automated testing within an integrated development environment (IDE) for a user having a visual impairment is disclosed. An access mechanism is provided for selecting automated testing scripts from within the IDE by responding to audio communications describing one or more access commands. An execution mechanism is provided to the user for executing one or more of the selected automated testing scripts. A result mechanism is provided to the user, the result mechanism including a summary of a result of the executing of the one or more selected testing scripts, the summary based on an analysis of console output of the IDE, the analysis including performing feature extraction and natural language processing on the console output to generate a natural language description of the result. An action mechanism is provided to perform an additional action that is selected based on the type of the result.

Abstract: Described herein is a framework for outdoor localization. In accordance with one aspect of the framework, a set of hotspot labels are received from one or more user devices connected to an outdoor wireless local area network. Manifold learning may be performed based on the set of hotspot labels to construct one or more manifolds. Using the one or more constructed manifolds, the framework may then estimate a location of a particular user device associated with a query record received from during an online location query.

Abstract: Described herein is a framework for facilitating user interface development. In accordance with one aspect, a trigger for creating a native user interface element for a target platform based on a user interface context is received from a client system. The native user interface element may be instantiated and initialized, along with an associated native control. The user interface context with the native user interface element may then be returned to the client system.

Abstract: Computer-implemented systems and computer-implemented methods include the following. A request is received to perform a search for solutions corresponding to a topic. The request includes the topic and a context associated with the topic for which solutions are to be searched. The context is associated with a current state of an application in use by a user. The search is performed using the context and the topic. Results of the search are provided for presentation to the user. The results are presented in an application of the application without requiring the user to exit the application.

Abstract: Techniques are described for management of authorization (e.g., OAuth) clients on a distributed computing environment (e.g., platform), through a deployment descriptor of the application(s) hosted in the environment. The deployment descriptor can be provided with the deployed application, and describes various permissions for access to services provided by the platform and scope(s) of such access. Credentials can be generated for each subscriber of the application, according to the scope(s) indicated in the descriptor, and an authorization client can be generated that describes the various subscriptions of the various access and access scope(s) associated with each subscription. The authorization client is available on the platform and accessed at application runtime to control the application's access to the various services available on the platform.

Abstract: Various examples are directed to systems and methods for secure communication sessions between a web application and a server. A session vault routine executing at a computing device may receive a first request message directed to a server computing device. The first request message may comprise a client session identifier at a session identifier field of the first request message. The session vault routine may access supplemental session identifier data from a session vault persistence at the data storage. The session vault routine may write the supplemental session identifier data to a second field of the first request message, and initiate sending the first request message to the server computing device.

Abstract: Disclosed herein are system, method, and computer program product embodiments for determining an object of interest in an augmented reality environment, displaying an augmented reality selector containing pertinent actions in a reachable area, and causing a selected action to be executed. The augmented reality application may determine an augmented reality object of interest in an augmented reality experience and determine a reachable area of screen from the determined object to a reachable area. The augmented reality application may then display an augmented reality selector in the reachable area that includes interaction options determined based on the augmented reality object being focused on. In a mobile embodiment, this enhancement allows users to interact with the object without repositioning their hands or losing site of the object in the augmented reality experience.

Abstract: A method for generating synthetic data is provided. The method includes retrieving, from a database, a set of authentic base class images. The method further includes generating a three dimensional mesh of a base class. The method further includes retrieving, from the database, a set of textual descriptions. The method further includes retrieving a set of authentic novel class images. The method further includes generating, at a first neural network, a set of synthetic novel class images, the generating based on at least the three dimensional mesh, the set of textual descriptions, and/or the set of authentic novel class images. The method further includes training, based on at least the set of synthetic novel class images, a second neural network, the second neural network ranking the set of synthetic novel class images and outputting a set of highest ranked synthetic images from the set of synthetic novel class images.