Abstract: A system and method incorporating Robotic Processing Automation (RPA) and machine leaning to finding telecom expense management information accessed through a site or portal such that RPA bots are able to learn the most effective way to access the information using the minimum amount computing resources and allowing for the RPA bot to self-modify to optimize and adjust to changing environments on the site or portal with minimal or even no manual intervention.

Abstract: A system and method for maintaining a comprehensive catalog of metadata records that describes hierarchical file data held in one or more file systems includes a Modular Change Processor (MCP) that captures event notifications pertaining to contents of affected directories within the file systems, coalesces the translated event notifications, and transmits to the catalog, instructions to mark metadata corresponding to the affected directories as ‘out-of-sync’. An Enumerator Computer (EC) receives from the catalog, identities of directories having metadata marked ‘out-of-sync’; receives from the file systems, updated contents of the ‘out-of-sync’ directories; generates replacement metadata for the updated contents; and sends the replacement metadata to the catalog, optionally with instructions to replace the metadata marked ‘out-of-sync’ with corresponding replacement metadata and to mark the replacement metadata as ‘in-sync’.

Abstract: A sub-archive is initiated. The sub-archive saves changes that have occurred since a previous final archive. Changes to an operational database (i.e., the operational database that is being archived) are allowed during the first sub-archive. A final archive is initiated in series after the sub-archive has completed. The final archive does not allow changes to the operational database when the final archive is active. In one embodiment, the sub-archive may comprise a plurality of sub-archives that depend on an amount of outstanding changes that exist in the operational database.

Abstract: The disclosure provides an approach for database query management. Embodiments include receiving, by a service operating on a server, a request for data stored in a database. Embodiments also include determining, by the service, whether to handle the request as an internal request or an external request. Embodiments include, in response to determining to handle the request as an internal request: sending, by the service, a query for at least a portion of the data to the database; receiving, by the service, the at least the portion of the data, and storing query metadata of the request in local memory of the server and not in the database, the query metadata comprising parameters of the request.

Abstract: A system for real-time data synchronization within a database platform may be provided. The system includes a LRM computing device including a processor in communication with one or more data sources and an eCRM platform. The processor may be configured to (i) cause an input page to be displayed on a user computing device; (ii) create in real-time a query including an identifier received using the input page; (iii) initiate in real-time an API call including the query; (iv) cause, in real-time and using the API call, the eCRM platform and the one or more data sources to compare the identifier to lead referral information stored on the one or more data sources and the eCRM platform; and (v) in response to no match being found in the comparison, automatically create and store a lead referral data entry on the one or more data sources and the eCRM platform.

Abstract: A method of persisting and querying Real User Monitoring (RUM) data comprises grouping together spans associated with a user-interaction with a webpage or application that are ingested during a given time duration. The method also comprises generating one or more data sets each associated with an analysis modality using the grouped spans, wherein each analysis modality extracts a different level of detail from the spans. Further, the method comprises selecting, based on a first user query, a first analysis modality for generating a response to the first user query and accessing a data set that is associated with the first analysis modality. The method also comprises generating the response to the first user query using the data set associated with the first analysis modality, wherein the first user query requests information pertaining to a performance of the application in response to the user-interaction.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media that utilize a graph neural network to generate data recommendations. The disclosed systems generate a digital graph representation comprising user nodes corresponding to users, data attribute nodes corresponding to data attributes, and edges reflecting historical interactions between the users and the data attributes; Moreover, the disclosed systems generate, utilizing a graph neural network, user embeddings for the user nodes and data attribute embeddings for the data attribute nodes from the digital graph representation. In addition, the disclosed systems generate, utilizing a graph neural network, user embeddings for the user nodes and data attribute embeddings for the data attribute nodes from the digital graph representation.

Abstract: A method for replaying a log on a data node, a data node, and a database system are described. The method is used to improve a log replay speed, and includes: the data node obtaining a plurality of logs, wherein the plurality of logs includes at least one transaction commit log and at least one page operation log; and a first thread of a plurality of threads replaying the at least one page operation log, and a same second thread replaying all page operation logs including an operation on a same page. As such, log replay progress does not need to be synchronized between threads. A process in which the first thread replays the transaction commit log is independent of a process in which at least one second thread replays the at least one page operation log.

Abstract: Systems and methods for dynamic data processing and graphical user interface generation are provided. A system may include a network interface configured to request and receive, via a computer network from one or more sources in remote locations, electronic record data associated with an individual; an input filter configured to identify structured and unstructured information in the electronic record data; a data selector configured to analyze the structured and unstructured information; a timeline generator configured to generate, based on the analysis, interface information for displaying an interactive graphical user interface configured to present an event timeline of events in the electronic record data; and a display configured to provide the interactive graphical user interface based on the generated interface information.

Abstract: An improved information management system is described herein in which the information management system can evaluate the deduplication performance of secondary copy operations and dynamically adjust the manner in which secondary copy data is created to minimize the negative effects of performing deduplication. Furthermore, the improved information management system can improve deduplication performance by applying different storage policies to different types of applications running on a client computing device. Moreover, the improved information management system can automatically detect the region of a client computing device and apply an appropriate information management policy to the client computing device to avoid inconsistencies or other errors resulting from administrator control.

Abstract: A site recommendation method, an electronic device, and a readable storage medium are provided, which relate to the field of automatic driving. The method includes: determining, in response to a query request of a user terminal for a target position, a target site recommended to a target user within a specified range of the target position, wherein the target site includes a site that the target user is interested in under a specified travel condition; and sending the target site to the user terminal.

Abstract: One example method includes collaborative deduplication. A deduplication engine implemented at a cloud level collaborates or coordinates with an extension engine of the deduplication at an edge node. This allows data ingested at a node to be collaboratively deduplicated prior to transfer to the cloud and after transfer to the cloud.

Abstract: An apparatus and method of performing a time-based operation on a row in a database table includes receiving a function to be applied to a particular row in a table within the database management system. The method may also include, in response to receiving the function, adding a new column to the table. A new cell in the new column includes a timer indicating a time that the processing device will call the function, and the new cell references the function. The method may also include, upon expiration of the timer, determining that the database management system is available for execution of the function, and executing the function on the particular row in the table.

Abstract: A method for automatically generating news event of a certain topic applied in an electronic device analyzes text of the news event by a topic model to obtain topics, a probability distribution of keywords in each topic is established, and a time interval distribution of the keywords in each topic is calculated. Keywords within a preset probability distribution range are selected to reduce the size of a word bag relating to the topic, and a time interval range of the reduced word bag of the topic is determined. A calculation of text similarities of the text in a database is made to obtain a news article corresponding to each topic according to the time interval range of the reduced word bag, and a title of the news article as a target topic of the text of the news event is determined.

Abstract: A method of managing the sharing of inventory data across a plurality of data centers, includes the steps of detecting a change made to the inventory data by one of the data centers, updating a desired state document that specifies a desired state of each of the data centers, the updated desired state document including the inventory data as changed, and instructing each of other ones of the data centers to update the inventory data using the updated desired state document. Each of the data centers employ a database for storing the inventory data, and so after the remaining ones of the data centers have updated the inventory data using the updated desired state document, the change made to the inventory data stored in the database of one of the data centers is replicated in the respective databases of the remaining ones of the data centers.

Abstract: A database system is operable to generating conjunctive normal form (CNF) processing cost data, disjunctive normal form (DNF) processing cost data, and non-normalized form processing cost data based on a plurality of operators of a query expression indicating a query for execution. Query processing selection data is generated based on the CNF processing cost data, the DNF processing cost data, and the non-normalized form processing cost data. The query processing selection data indicates a selection to execute the query in accordance with exactly one of: a CNF query operator execution flow; a DNF query operator execution flow; or a non-normalized query operator execution flow. Execution of the query is facilitated based on the query processing selection data.

Abstract: Disclosed is an extensible data pipeline. The extensible data pipeline can include detecting, by a backend system, incoming data at a spigot. The backend system can initiate a sequence of transforms upon detecting the incoming data. Each of the transforms can be operative to perform an operation on the data and output both transformed data and a status identifier. The status identifier can indicate a status of a transform operation for a respective one of the transforms. The transformed data from a final transform can be stored along with a final identifier indicating a status of the final transform.

Abstract: Aspects of the disclosure relate to a hybrid metaverse environment. A computing platform may synchronize, using edge nodes and with a physical repository server, a soft document repository. The computing platform may receive, via a metaverse application interface, an event processing request. The computing platform may identify, based on the event processing request and using a machine learning model, documents needed to execute the event processing request. The computing platform may update a request queue to identify the event processing request and the documents. The computing platform may access, using an edge node and via the soft document repository, the physical repository server to obtain document images corresponding to the identified documents, and may update a response queue to include the obtained document images. The computing platform may send, to an enterprise user device, a haptic alert indicating that the event processing request is ready for processing.

Abstract: A record including an original document and a modification to the original document is created. Metadata associated with the modification to the original document is generated. The modification in stored in a data store. Creation and registration of a decentralized identifier (DID) document for the modification is requested based on the generated metadata. Modified document metadata is generated which includes a document hash and the created DID document for the modification. Recordation of the modification in a blockchain transaction, creation and registration of a DID document for the modified document, and generation of verifiable credentials for the modification are requested. The generated verifiable credentials for the modification are stored and a quick response (QR) code for the DID document for the modification is generated. A visual representation of the modification and the QR code for the modification are added to the original document, generating a sealed document.

Abstract: A server system provided according to an aspect of the present disclosure provides a shared connection pool to parallel execution entities accessing database instances of a distributed database when processing requests. A shared connection pool implies that each pool connection of the connection pool may be used for serving different execution entities requiring access to different database instances. In an embodiment, the database instances correspond to shards together implementing a distributed database, and the parallel execution entities correspond to threads.