Abstract: Operations of a search management system are disclosed. The operations may include: identifying a data corpus containing a plurality of documents, generating sets of feature vectors representing the plurality of documents, receiving a query to search the data corpus, generating a query vector for the query, identifying a target feature vector that meets a similarity threshold by comparing the query vector to the feature vectors, and presenting a query result that includes at least part of the document. The feature vectors may be generated by executing a multi-step partitioning process for partitioning a respective document into a plurality of document partitions, such that the sets of feature vectors that are generated correspond to the plurality of document partitions for the respective document. The query result may include a target partition from among the plurality of document partitions represented by the target feature vector.

Abstract: Various methods, apparatuses/systems, and media for implementing an automated data extraction, formatting, and distribution module are disclosed. A receiver receives input data to create a feed from a user via a user interface (UI). A processor operatively coupled to the receiver defines reusable data sets to be utilized for creating the feed; and selects desired number of a plurality of first selectable icons for selecting exact data from the reusable data sets required for creating the feed. Each of the selected first selectable icon is associated with a corresponding data source having columns to supply the exact data from the reusable data sets. The processor selects desired number of a plurality of second selectable icons for selecting a desired transformation or formatting process needed for the columns of each data source; creates the feed and defines a custom distribution process of the created feed from the UI.

Abstract: A method, apparatus and product for automatic hypothesis generation using geospatial data. A labeled dataset and an auxiliary dataset are obtained. Instances comprise geospatial attributes. Hypothesis generation is performed automatically based on the labeled dataset. For each labeled instance, one or more auxiliary instances are selected from the auxiliary dataset based on a geospatial relation between the geospatial attribute of the labeled instance and the geospatial attribute of the auxiliary instance. Based on the selected auxiliary instances, one or more new attributes are computed and added to the labeled instance.

Abstract: This disclosure relates to improved techniques for generating SQL statements, including both DDL and DML statements. In certain embodiments, a relational metadata management system (RMMS) stores and maintains a metadata repository corresponding to one or more source databases. The RMMS can represent a SQL engine layer that is situated on top of a SQL engine and/or SQL database to facilitate higher levels of abstraction and reusability of the data included in the databases. The RMMS can include a SQL generator that utilizes the metadata stored in the metadata repository to generate the SQL statements for querying the one or more source databases.

Abstract: The present disclosure describes a system and method of developing a search database for automated content curation. The processing arrangement is configured to store a plurality of slides related to one or more fields in the database arrangement, generate a plurality of thumbnails from the stored plurality of slides, extract a plurality of metadata from the plurality of thumbnails, wherein the plurality of metadata are extracted by processing the generated plurality of thumbnails through an optical character reader, store the extracted plurality of metadata into the search database, create an index comprising of associations between the plurality of slides, the plurality of associated metadata and the generated plurality of thumbnails, store the created index in the search database and curate content from the index of the search database based on the one or more search strings.

Abstract: A computer-implemented method involves receiving, from a first user, first parameters that describe an organization-specific object for an organization corresponding to the user; mapping the organization-specific object to a standardized organizational object that represents a hypothetical version of one or more actual organizational objects by matching the first parameters to a template for the standardized object; receiving a request for information from a second user of the hosted computer service, the request including second parameters; using the second parameters to map the request to the standardized object; and providing, for review by the second user, information about the standardized object, using the first parameters and stored information about the standardized object.

Abstract: The present invention provides for a system and a method for optimized data extraction of different document types. First digitised data is extracted from ingested documents based on extraction rules and is classified into first classified data based on pre-defined rules. Confidence score is assigned to first classified data based on comparison of first classified data with pre-defined data. A second digitised data is extracted from classified document types corresponding to first classified data via a tool selected from multiple integrated tools based on extraction rules. An extraction score is determined for second digitised data. Classified document types are validated based on pre-defined requirements. In the event the pre-determined requirements are met the confidence score and the extraction score are compared with pre-defined parameters. If the result is above a pre-determined threshold the second digitized data is transmitted as executable files to applications for execution.

Abstract: Aspects of the present disclosure address systems, methods, and devices for tracking object dependencies in a cloud database system. An object dependency created between a referencing object and a referenced object is detected. Based on detecting the object dependency, a dependency record is generated. The dependency record includes dependency information describing the object dependency between the reference object and the referenced object. The dependency record is stored in a database of dependency records.

Abstract: A processing system of a node is operable to determine at least one query for execution, and determine a set of segments that include a set of rows required to execute the at least one query. At least one virtual segment in the set of segments is identified, and at least two data portions in the at least one virtual segment are identified. A locally rebuilt set of rows for the at least two data portions is generated by utilizing a recovery scheme. Query resultant data is generated based on performing execution of the at least one query by utilizing the locally rebuilt set of rows.

Abstract: A method for managing multimedia files includes an operating step whereby at least one playback management object of one or several multimedia files is generated, said playback management object including at least one playback parameter of multimedia files, said operating step whereby at least one playback management object is generated including at least an operating step whereby said at least one playback parameter of multimedia files is generated. The method also comprises an operating step whereby at least one link between said playback management object and at least a first multimedia file is generated, the operating step whereby said at least one playback management object and/or said link are stored in a memory and an operating step whereby at least a first multimedia file or a plurality of multimedia files are played, as a function of said at least one playback parameter of said playback management object.

Abstract: A follower system and a leader system store records for a plurality of users. Each of the follower system and the leader system stores at least a record for a user. Each of the follower system and the leader system stores a private log and a public log. The public log is periodically synchronized across the follower system and the leader system. The private log of each system is maintained independent of the other system. The follower system transmits information stored in the public logs to the leader system for synchronizing the public logs of the follower system and the leader system in response to updating the public logs with information describing the second set of transactions.

Abstract: A computing device transmits, to a second node, first consensus voting information for a target block. The device receives, from the second node, second consensus voting information for the target block. The device determines a consensus result for the target block according to the first and second consensus voting information. In accordance with a determination that the consensus result is a consensus success result, the device activates an accounting duration window. The device performs accounting processing on the target block in the predetermined time duration of the accounting duration window. The device receives, from the second node, a first accounting completion message for the target block transmitted by the second node in the accounting duration window. In accordance with a determination that accounting processing on the target block is completed in the accounting duration window, the device transmits a second accounting completion message to the second node.

Abstract: A system and a method for a metric time series (MTS) generation. The method includes operations of receiving telemetry data comprising a metric name, a new measurement value, and metadata associated with the metric name, and generating a hash key value based on the metric name and a set of key-value pairs of a plurality of key-value pairs included in the metadata. The method includes determining whether the generated hash key value exists in a memory, and in response to determining that the generated hash key value does not exist in the memory, initializing an MTS associated with the generated hash key with a measurement value being set to zero. The method includes an instance of the MTS corresponding to a current time, and associating the instance of the MTS with the new measurement value received in the telemetry data.

Abstract: Techniques for automatically preventing execution plan regressions are provided. In one technique, in a first user database session, in response to receiving a first database statement, a first execution plan is generated and, while executing the first execution plan, first performance data that indicates one or more first performance metrics of executing the first execution plan is recorded. In response to receiving a second database statement, where the first execution plan may be used to generate a result for the second database statement, a second execution plan is generated and second performance data that indicates one or more second performance metrics of executing the second execution plan is recorded. A comparison between the first performance data and the second performance data is performed. Based on the comparison, it is determined whether the second execution plan will be stored for future use to process a database statement.

Abstract: Systems and techniques are provided for processing streaming data. For example, a process can include obtaining, by an edge device, a plurality of data streams corresponding to objects, activities, or events registered in an edge environment associated with the edge device. One or more machine learning networks implemented on the edge device can generate a plurality of features and/or embeddings corresponding to each respective data stream of the plurality of data streams. The edge device can determine a subset of salient content from the plurality of data streams, based on analyzing the plurality of features and/or embeddings generated for each respective data stream. The edge device can generate index information corresponding to the determined subset of salient content. The subset of salient content and the generated index information can be stored locally at the edge device for search and retrieval based on local queries received at the edge device.

Abstract: One example method includes performing a hash of data to generate a hash value, checking a binary trie to determine if the hash value has previously been entered into the binary trie, if the hash value has previously been entered in the binary trie, declaring the data as a duplicate of other data, and if the hash value has not been previously entered in the binary trie, updating the binary trie to include the hash value.

Abstract: In at least one embodiment, processing can include: receiving a request for a transaction of MD (metadata) updates including a first MD update of a first MD update type of a first set and including a second MD update of a second MD update type of a second set; storing, in a first volatile MD log, the first MD update; storing, in a second volatile MD log, the second MD update; storing, in a first non-volatile MD log, the first MD update; and storing, in a second non-volatile MD log, the second MD update, wherein each MD update of the first volatile MD log and the first non-volatile MD log has a corresponding MD update type of the first set, and each MD update of the second volatile MD log and the second non-volatile MD log has a corresponding MD update type of the second set.

Abstract: Systems and methods are disclosed involving user interface (UI) search tools for locating data, including tools for summarizing indexed raw machine data that organize and present results to enable expansion and exploration of initial summarizations. The initial summarizations may be explored and refined to help users determine how to identify and best focus a search on data subsets of greater interest.

Abstract: A computer implemented method for replacing components of a data processing system, comprising in response to a detection of a newly added component at a specific location; reading its customization data from a data storage and querying a persistent database to determine if functional capabilities according to customization data are specified for this specific location; depending on a result of determining the functional capabilities and of querying the database if it contains customization data either: disabling the component; or enabling the component and storing in the database the customization data; or enabling the component and replacing the customization data in the database; or storing the customization data in the data storage of the component and enabling the component.

Abstract: A management system of the present invention includes a design database storing member identification information, member coordinates, and member shapes of construction members constituting a construction object, a management member selecting unit configured to select a management member to be managed among the construction members stored in the design database, a related member selecting unit configured to select a related member adjacent to the management member from the design database, a boundary information creating unit configured to select an adjacent portion between the management member and the related member, and with respect to the adjacent portion, as boundary information, associate identification information, adjacent portion coordinates, an adjacent portion shape of the adjacent portion, member identification information of the management member, and member identification information of the related member with each other, and a comparison result database configured to store information associate