Abstract: In an example, a flexible schema table may be schematized. Records from the flexible schema table may be queried and, for keys in the records, a data type is estimated for each key. View columns may then be selected from the keys based on a predetermined condition. A view of the flexible schema table may be created from the selected view columns, wherein the view includes the view columns and the data types for the view columns.

Abstract: Performing a distributed query across a data pool includes receiving a database query at a master node or a compute pool within a database system. Based on receiving the database query, a data pool within the database system is identified. The data pool comprises a plurality of data nodes. Each data node includes a relational engine and relational storage. Each node in the data pool caches a different partition of data from an external data source in its relational storage. The database query is processed across the plurality of data nodes. Query processing includes requesting that data node perform a filter operation against its cached partition of the external data source stored in its relational storage and return any data from the partition that matches the filter operation.

Abstract: Automatic append includes: identifying, based at least in part on contents of a first data set comprising a first plurality of columns and contents of a second data set comprising a second plurality of columns, a plurality of matching columns and a plurality of non-matching columns. The matching columns comprise one or more columns among the first plurality of columns; and corresponding one or more matching columns among the second plurality of columns. The non-matching columns comprise: one or more columns among the first plurality of columns that do not match with any columns among the second plurality of columns; and one or more columns among the second plurality of columns that do not match with any columns among the first plurality of columns.

Abstract: A method for data generation performed by a computer includes: executing a collation process that includes acquiring reference source data representing a first axis and reference destination data representing a second axis and having a graph structure including a node and an edge, and collating a node of the reference destination data using a value of the acquired reference source data; executing a identification process that includes identifying a second node representing a kind of a first node sharing a first edge between a plurality of collation nodes collated by the collation process, and identifying a third node representing a definition of a domain of the first edge between the first node and the collation nodes; and executing a join process that includes associating the reference source data with the reference destination data based on the second node and the third node.

Abstract: Systems and methods are provided for categorizing products using Al. One method comprises retrieving initial training data including products associated with one or more categories; pre-processing the initial training data to generate synthesized training data; generating a hierarchical model using the synthesized training data, the hierarchical model containing at least two layers of nodes below a root node; receiving information associated with a first uncategorized product; and receiving a request to predict a set of N categories with the highest N total probability scores.

Abstract: A transmission system is provided. The transmission system includes a first server and a second server. The first server is configured to transmit a metafile including location information for a reception device to acquire an audio stream into which metadata is inserted. The second server is configured to transmit the audio stream to the reception device according to a request from the reception device. Identification information indicating that the metadata is inserted into the audio stream corresponding to the location information is inserted into the metafile in association with the location information.

Abstract: A method includes receiving a search query, identifying a document based on the search query, and providing a search result based on the document. The search result includes, for example, an image associated with the document, an excerpt from the document that is associated with the search query, and links to other excerpts in the document that are associated with the search query. The method may also include providing other information associated with the document.

Abstract: A system determines factored score by multiplying factor and match score for values of field in two records, offset score by adding offset to factored score, and weighted score by applying weight to offset score. The system determines status for two records based on combining weighted score with other weighted score corresponding to other field of two records. The system revises factor, offset, and weight based on feedback associated with two records. The system determines revised factored score by multiplying revised factor and match score for other values of field in two other records, revised offset score by adding revised offset to revised factored score, and revised weighted score by applying revised weight to revised offset score. The system determines learned status for two other records based on combining revised weighted score with additional weighted score corresponding to other field for two other records.

Abstract: Telematics systems and methods are described for generating interactive animated guided user interfaces (GUIs). A telematics cloud platform is configured to receive vehicular telematics data from a telematics device onboard a vehicle. A GUI value compression component determines, based on the vehicular telematics data, a plurality of GUI position values and a plurality of corresponding GUI time values. A geospatial animation app receives the plurality of GUI position values and the plurality of corresponding GUI time values. The geospatial animation app implements an interactive animated GUI that renders a plurality of geospatial graphics or graphical routes on a geographic area map via a display device. The geospatial graphics or graphical routes are rendered to have different visual forms based on differences between respective GUI position values and corresponding GUI time values.

Abstract: Architecture that enables a user to designate acceptance to receiving social cards from other user in a social network using a personal digital assistant. A mapping component maintains the mappings of all users who have accepted to participate in card sharing and the acceptance level. A whitelist of users can be created that lists the users to whom a social card can be sent from an endpoint. The user can create local groups dynamically at runtime on the local endpoint, where the local groups enable the sharing of the personalized content with multiple users concurrently. The shared card is selected by the sending user and becomes available to the PDA on the proactive canvas of the recipient's PDA along with other cards. Based on the user engagement history, these cards can be ranked among other cards social or non-social PDA cards. Conflation, push notifications, and filtering are also provided.

Abstract: A method and a system for mapping a flattened data structure into a relation preserving data structure is disclosed. The method includes receiving a flattened schema comprising a plurality of columns. The method includes receiving a plurality of user inputs from a user. The plurality of user inputs comprises a plurality of identifiers. The method includes defining a sample target hierarchical schema based on user inputs. The method includes preparing a nested hierarchical structure corresponding to the sample target hierarchical schema in a User Interface (UI) representation. The nested hierarchical structure comprises a plurality of nodes with corresponding identifiers and relationships of the plurality of nodes. The method includes performing an Artificial Intelligence (AI) based mapping of columns of the flattened schema to respective nodes of the plurality of nodes of the nested hierarchical structure. The method further includes generating a target hierarchical schema based on AI based mapping.

Abstract: A creating device according to the present application includes an acquiring unit, and a creating unit. The acquiring unit acquires a plurality of pieces of triple information indicating a relationship related to three types of elements. The creating unit creates, from among the pieces of the triple information acquired by the acquiring unit, association information that associates a triple information group having a predetermined relationship related to the three types of elements.

Abstract: In one embodiment, the present disclosure pertains to a data export job engine. A data export architecture may include jobs comprising a plurality of tasks configured in series. In one example embodiment, the jobs may correspond to particular data visualizations to be downloaded. In another embodiment, data visualizations in a user interface display may be created from remote data. Portions of the remote data may be downloaded to a local computer to recreate the data visualizations without the need for remote data requests.

Abstract: An artificial intelligence findings system includes a findings engine that receives medical image data and generates findings based on the medical image data and image interpretation algorithms. An adjustment engine allows the user to adjust the findings to produce a report. A tracking module tracks findings and adjustments made to the findings by the user when producing the report. The tracking module produces tracking information. A machine learning engine receives the tracking information.

Abstract: A method and system for combining, communicating, storing and/or separating image data and non-image data. The method involves a computer programmed to identify an end-of-file (EOF) marker of an image file, and being programmed to add the non-image data to the image file after the EOF marker.

Abstract: An electronic apparatus and method for adaptive sub-band based coding of hierarchical transform coefficients of a 3D point cloud, is provided. The electronic apparatus stores the 3D point cloud and generates a plurality of voxels from the 3D point cloud. The electronic apparatus generates a plurality of hierarchical transform coefficients by application of a hierarchical transform scheme on the generated plurality of voxels and classifies the plurality of hierarchical transform coefficients into a plurality of sub-bands of hierarchical transform coefficients. The plurality of hierarchical transform coefficients are classified based on a weight of each of the plurality of hierarchical transform coefficients.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for receiving a command to define at least one mobilized object that implements a view for at least one mobile device of data retrieved from an on-demand service. These mechanisms and methods further include generating the mobilized object including the at least one instruction for defining the view for the at least one mobile device, and pushing the mobilized object to the at least one mobile device.

Abstract: The present disclosure relates to a mobile application and interface for event management. The mobile application may have various, configurable features, such as different information that may be displayed, different actions that may be performed, and so forth, such that a given organization or user can be provided with configured or customized levels of function. A designer of the mobile application may configure or select certain features to be available to different users or classes of users, such as to remove a feature that is not relevant to a specific user or group of users.

Abstract: Described embodiments may provide systems and methods for matching with indexed Uniform Resource Locator (URL) pattern sets. A device may establish a hash map of patterns. Each pattern may include a suffix of a URL and indexed by a hash of a host prefix of the URL. The hash map of patterns may include a first hash of a first host prefix of a first URL. The device may identify a second URL to match. The second URL may include a second host prefix and a second suffix. The device may calculate a second hash of the second host prefix. The device may determine that the second hash matches an index of the first hash of the hash map. The device may identify, responsive to the determination, a match between a first suffix of the first URL in the hash map and the second suffix of the second URL.

Abstract: In one embodiment, a method includes accessing a notification to be sent to a user, where the notification has a context. The method also includes sending a request to a history service for historical notification data associated with the user with respect to the context of the notification and a ranking of the notification where the ranking indicates a probability of the user interacting with the notification. The method also includes receiving the historical notification data and the ranking from the history service. Moreover, the method also includes determining a delivery policy to apply to the notification based at least in part on the context of the notification, the historical notification data, and the ranking. Furthermore, the method also includes applying the delivery policy to the notification to be sent to the user.

Abstract: Information management systems and methods archive and back up data from one or more primary storage devices to one or more secondary storage devices are described. More specifically, systems, methods, and computer program instructions are provided for efficiently transferring relational database data from one or more primary storage devices to one or more secondary storage devices for archival and backup purposes.

Abstract: An approach for improving LOB query performance via automatic inference of locator-less LOB by value semantics in a relational database system is provided. A relational database management system (RDBMS) is implemented to perform operations on LOBs based on the semantics of a statement. During statement compilation, the RDBMS identifies inline LOB column(s) that are not required to be returned to a client. During execution, the identified column(s) are accessed via a shared buffer cache and fed to an operator for evaluation. For inline LOB column(s) that must be returned to the client, during execution, the inline LOB data is copied from the shared buffer cache to a temporary buffer area. Data in the temporary buffer area is fed to an operator for evaluation and is used to create a LOB locator for the inline LOB column(s) that must be returned to the client.

Abstract: Methods, systems, and computer-readable storage media for replicating, within a database server, an access schema to provide a clone access schema, during production use of the single system, the access schema providing access to a data schema storing production data, and a configuration schema storing configuration data, providing, within the database server, a clone local repository, a test data schema, and a clone configuration schema, the clone access schema accessing at least a portion of the production data within the data schema through a test union view, and test data within the test data schema through the test union view, and after completion of the test use, switching production use of the system to the clone access schema, the clone configuration schema, and the clone local repository.

Abstract: Systems for managing static assets of web applications. A method embodiment includes identifying a web application that comprises a code base and a set of static assets, then separating the code base of the web application from the set of static assets that are referenced by the web application. The code base is deployed as application services whereas the static assets are deployed as static asset containers. Specifically, the set of static assets referenced by the application services are deployed in containers that are instantiated separately from where the application services are instantiated. Requests to access the application services and requests to access the static assets are tracked by taking performance measurements of the systems that process the accesses. Dynamic scaling of static asset containers is done independently from dynamic scaling of the application services. The dynamic scaling is based on combinations of measured usage and/or any system performance characteristics.

Abstract: One or more embodiments of the specification provide a blockchain-based relationship binding method, apparatus, and device. An exemplary method may include: receiving a user binding request including a binding tag, the binding tag includes (1) a binding type of a binding relationship, and (2) role information of the second user in the binding relationship; sending a confirmation request to a second user; retrieving a relationship table of the second user; in response to the binding type in the user binding request includes a one-to-one binding relationship: determining whether the one or more binding types in the relationship table of the second user include the binding type in the user binding request, and if yes, terminating the method; and generating a record of binding relationship; writing the record of binding relationship into a blockchain; and updating the relationship table in the local database.

Abstract: The present disclosure involves systems, software, and computer implemented methods for providing default values for fields of data objects in an offline mode. One example method includes receiving, at a client device, a default group mapping that includes a default group identifier and a default value to be used as an initial value for a field. A field mapping can be received that includes a default group identifier and a field identifier. A request can be received while the client device is offline to create an instance of an object. A determination can be made that the field mapping includes a field identifier for a field of the object. A default value can be retrieved, from a local repository on the client device. A field value of the field in a created instance of the data object can be set to be the default value.

Abstract: A client-based application includes sections that are used to define user interface displays for the system. The sections are customizable by a backend system so customizations are accommodated by modified versions of the mobile application.

Abstract: A blockchain-based transaction processing method may comprise: in response to a designated account being logged in through an application client, generating, according to input to-be-operated account information and configured operation content, an operation instruction comprising the to-be-operated account information and the operation content; and sending the operation instruction to a node in a blockchain network, causing the node in the blockchain network to invoke a smart contract corresponding to the designated account upon receiving the operation instruction, and to execute an operation according to the operation content on another account corresponding to the to-be-operated account information.

Abstract: System and methods are described for management of distributed data. In one implementation, a data resolution system receives a data resolution request from a data consumer. The system then identifies data sources based on a schema registry, and queries each of the data sources for data corresponding to the expressions. The system then generates a hydrated data object comprising the received data, and transmits the hydrated data object to the data consumer.

Abstract: A method is used in managing online help information in a data center. The method gathers a plurality of help information associated with a plurality of components operating in the data center. The method creates an integrated repository of online help information by indexing contents of the plurality of help information into an indexed data structure of a plurality of search expressions. Each search expression is associated with a set of online help documents. The integrated repository is accessible by each component. In response to a search query for an online help document, the method provides at least one help document relevant to the search query by searching the indexed data structure.

Abstract: In one aspect, systems and techniques for modifying a storage structure with newly encryptable fields is described. A delta encryption system loads a current database schema and an object model for a new database schema to a memory. The current database schema includes meta information identifying multiple fields and field information for a current application build. The object model includes meta information identifying multiple fields and field information for a new application build. The fields identified by the object model meta information include one or more encryptable fields. The delta encryption system calculates a field size information for the encryptable fields and compares the meta information from the current database schema with the meta information from the object model. In response to the comparison, the delta encryption system identifies which of the encryptable fields are newly encryptable fields and modifies a database based on the calculated field size information.

Abstract: A computer-implemented method for establishing a multi-tier flash cache using spare drives. The method includes, in response to receiving an I/O request, determining that there is no free page in a main cache. Having determined that there is no free page in the main cache, the method further includes establishing a secondary cache by selecting at least one spare drive from a plurality of spare drives, flushing data from a cold page in the main cache to the secondary cache, an access frequency of the cold page being lower than a predetermined threshold, and writing data related to the I/O request from a persistent storage device to the cold page.

Abstract: Embodiments of the present disclosure propose a method and apparatus for optimizing storage of application data. The method comprises obtaining description information for application data from an application; performing storage optimization based on the description information; and performing at least pan of a storage function to be implemented by the back-end storage device, based on the description information before transmitting application data to the back-end storage device. With the method or apparatus according to the embodiments of the present disclosure, an efficient manner of integrating the application and non-volatile storage device is provided to coordinate the application and storage, thereby improving efficiency and expanding capability.

Abstract: A system comprises an encoder configured to compress attribute information for a point cloud and/or a decoder configured to decompress compressed attribute information. Attribute values for at least one starting point are included in a compressed attribute information file and attribute correction values are included in the compressed attribute information file. Attribute values are predicted based, at least in part, on attribute values of neighboring points. The predicted attribute values are compared to attribute values of a point cloud prior to compression to determine attribute correction values. In order to improve computing efficiency and/or repeatability, fixed-point number representations are used when determining predicted attribute values and attribute correction values. A decoder follows a similar prediction process as an encoder and corrects predicted values using attribute correction values included in a compressed attribute information file using fixed-point number representations.

Abstract: Examples disclosed herein relate to web page output selection. A processor may determine the features of a section of a web page and assign a weight to each of the features respectively. The processor may determine a score for the section based on the weights of the features and determine to output the section based on the score.

Abstract: The present invention is a computer-implemented system and method for automatic generation of Functional Architecture, business, analysis and software design documents based on phrases expressed in natural language. Specifically, the present invention receives the description of the case in natural language, through an input/output device. The processor automatically analyses the description, automatically extracts the mathematical components from its morphosyntactic structure and automatically generates functional architecture documents for use in industry. Based on the mathematical components of the text, the processor automatically generates design components in order to produce business, analysis, and software design specification documents.

Abstract: Methods and systems for rending medical images within a web browser application. The web browser application retrieves a worklist and automatically determines an image study from the worklist to be cached. The web browser application retrieves at least one medical image included in the image study. The web browser application creates a web database for storing the at least one medical image within the browser application. When a user selects a medical image for display within the web browser, the web browser application determines whether the medical image is stored in the web database. When the medical image is stored in the web database, the web browser application retrieves the medical image from the web database. When the medical image is not stored in the web database, the web browser application retrieves the medical image from a remote image repository.

Abstract: Disclosed herein are system, method, and computer program product embodiments for providing enterprise resource textual analysis. An embodiment operates by receiving a request to search a document management system for a keyword. One or more relevant documents of the document management system associated with the keyword are identified. The keyword is compared to a data dictionary corresponding to an enterprise system associated with the document management system. Contextual search results including the one or more relevant documents and a relationship between the keyword and data of the enterprise system are provided.

Abstract: Embodiments for implementing partial synchronization between compute processes based on threshold specification in a computing environment. One or more compute processes may be synchronized in one of a plurality of types of computing platforms using a barrier having a barrier release condition based on a threshold of one or more measures. The barrier is defined according to one or more parameters. The one or more compute processes may be released via the barrier upon exceeding the threshold of the one or more measures.

Abstract: Large quantities of stored data from a plurality of sources, as well as large quantities of incoming real-time data that may also be coming from a plurality of sources, can be compared by pre-modeling, indexing, and aggregating data prior to conducting the comparison. A system can include a monitoring and alerting agent, an interactive visualization agent, and a machine learning agent to provide up-to-date transaction-level, store-level, and customer-level alerting and attribution.

Abstract: The present disclosure relates to systems and methods for enhanced mapping of transaction data to a target document, and for classifying line items of the mapped transaction data, using classification algorithms. Embodiments provide a system including a column mapping module to receive a target scheme specifying a target structure for the target document, receive transaction data having a source structure, and map at least one source column to at least one target column of the target columns based on application of classification algorithms to features identified from the source transaction data. The system also includes a row classification module to classify the rows of the mapped transaction data into classification categories. The system also includes a validation handler to receive validation input from a user, validating the column mapping and/or the row classification. The validating including accepting the recommendation or rejecting the recommendation and selecting a correct choice.

Abstract: The disclosed embodiments provide a system for managing a materialized view of data in a data store. During operation, the system obtains a first creation time of a first materialized view of the data in the data store. Next, the system verifies that the first materialized view is not affected by deletions applied to the data since the first creation time. The system then identifies one or more additions to the data that are not included in the first materialized view. Finally, the system applies the additions to the first materialized view to maintain an eventual consistency of the first materialized view with the data store.

Abstract: Implementations for data migration in a maintenance procedure executed on a software system include actions of providing a first access schema, through which a first version of an application accesses data in a database system, establishing an API-schema, through which at least one direct consumer accesses data in the database system, the API-schema including one or more proxy objects that are mapped to respective one or more objects of the first access schema based on metadata of the API-schema, the metadata providing a mapping and one or more object definitions, and in response to execution of a maintenance procedure: providing a second access schema, through which a second version of the application accesses data in the database system, switching to the second access schema, and revising the mapping of the API-schema, such that at least one proxy object of the API-schema maps to a respective object of the second access schema.

Abstract: Example embodiments provide a media content news feed identifying one or more media content streams that may be received and displayed. In an example embodiment, media content alert information is received at a media content device that describes at least one of a plurality of media content streams receivable at the media content device via a network. The received media content alert information is processed to generate a content news feed including one or more content news items. The content news feed is presented using the display device. A selection of one of the content news items of the feed is received, with the selected content news item identifying a corresponding media content stream of the plurality of streams. Based on the selected content news item, the corresponding media content stream is processed.

Abstract: In accordance with disclosed embodiments, there are provided systems, methods, and apparatuses for implementing dynamic macros within a multi-tenant aware structured query language operable within a computing environment.

Abstract: A data archive constructed from source data, whose structure and associated schemas can evolve based on the generated responses to user data requests. Based on the analysis of the responses, the schema and/or archive structure can be modified to provide greater knowledge, definition and operations available to be performed on the data, as well as to reduce the processing and storage costs associated with housing and accessing the data within the archive.

Abstract: Some embodiments provide a method for a network controller that manages several logical networks. The method receives a specification of a logical network that includes at least one logical forwarding element attached to a logical service (e.g., DHCP). The method selects at least one host machine to host the specified logical service from several host machines designated for hosting logical services. The method generates logical service configuration information for distribution to the selected host machine. In some embodiments, the method selects a master host machine and a backup host machine for hosting logical service. In some embodiments, a particular one of the designated host machines hosts at least two DHCP services for two different logical networks as separate processes operating on the particular host machine.

Abstract: A method provides fully autonomous patient matching by entities of a federated healthcare system. The method includes receiving an electronically formatted query for a patient from an autonomous healthcare entity in a federation of healthcare entities. The query includes at least an identifier of the entity, a unique patient identifier of the patient generated by the entity, and demographics of the patient. The method further includes searching a federated master patient index stored in master patient index storage for an entry likely to correspond to the patient. The method further includes identifying an entry for the patient. The method further includes updating the identified entry to include at least the identifier of the entity, the unique patient identifier of the patient generated by the entity and the demographics.

Abstract: Instantiating a resource of an IT-service includes analyzing a service model of an IT-service, the service model including a node representing a resource for providing the IT-service. A resource type of the resource being indicated by the node is determined, and a resource manager being operable to instantiate the resource is identified. A resource-manager-specific API of the resource manager is identified, and at least one abstract method for instantiating the resource is overridden with a resource-manager specific method of the resource-manager-specific API. The resource-manager specific method for instantiating the resource represented by the node is executed.

Abstract: A clothing search system provides a clothing search to users using a component-based image search. Retailer catalogs are analyzed to determine clothing components within clothing images. Features associated with the components are determined. When a user requests a clothing search, the clothing search system selects clothing based on the components and features requested by the user. The user may also provide an image to the clothing search system. The clothing search system determines components and features of the image and identifies clothing with matching components.