Abstract: A technique suggests resources within a particular environment. The technique operates by receiving a query via a search interface presentation, and using a prefix tree data structure to retrieve candidate resource descriptors that match the query. The candidate resource descriptors are data items that describe different types of candidate resources. The technique further includes: generating feature information that describes the candidate resource descriptors; using a machine-trained ranking model to generate scores associated with the candidate resource descriptors, based on the feature information; sorting the candidate resource descriptors based on the scores, to provide sorted resource descriptors; and generating output information that represents a selected set of resource descriptors drawn from the sorted resource descriptors, for presentation via the search interface presentation.

Abstract: Systems and methods for rearranging tags on a graphical user interface (GUI) based on known and unknown levels of web traffic are disclosed. To provide users with real estate listings that have popular home attributes with respect to a given region, the system uses known user interaction information to determine predicted user interaction information for real estate listing phrases (e.g., tags) that are associated with unknown user interaction information. The system then ranks the real estate listing phrases based on each real estate listing phrase's user interaction information. Based on the ranked real estate listing phrases, the system generates for display the highest ranked real estate listing phrase in association with a real estate listing being associated with the real estate listing phrase.

Abstract: An application management method includes collecting a plurality of objects in an application instance used for serverless computing and generating a base tree according to a reference hierarchical relationship of the plurality of objects; performing internal memory object rearrangement on a plurality of application instances according to the base tree; and performing internal memory merging on the plurality of rearranged application instances.

Abstract: The present disclosure provides an information recommendation method and apparatus, a computer device and a storage medium. The method includes: presenting a search page in response to a first search request triggered on a multimedia content present page, wherein the multimedia content includes related information of a commodity dimension; presenting, in a preset area of the search page, a recommendation word used for guiding to search for a target attribute of a target object, wherein the target object is an object indicated by the related information, and the recommendation word is generated based on the target object and description information of the target attribute; and in response to a second search request triggered for the recommendation word, acquiring and displaying a search result of the target object under the target attribute.

Abstract: Systems, computer program products, and methods are described herein for automatically building dynamic queries for identifying data in unstructured datasets. The present disclosure is configured to receive a plurality of query templates associated with an alert type(s); identify an unstructured database note(s) based on a user identifier; apply the unstructured database note(s) and the plurality of query templates to an unstructured notes search engine; generate, by the unstructured notes search engine, at least one raw score for the at least one unstructured database note and for each alert type(s); transform, by the unstructured notes search engine, the at least one raw score to a relevancy score using a quantile transformation; and determine a highest relevancy score for each of the at least one unstructured database note for the user identifier.

Abstract: Embodiments of a system may comprise databases and a processor that receives a first filter item and a database filter item, generates a first database based on the first filter item, integrate data from the first database into the user database to create an updated plurality of user records, generate a second database based on a selected set of records, in the updated plurality of user records, corresponding to the database filter item, determine metrics that correspond to the second database, generate a model to segregate the second database using the metrics, receive criteria, compare the segregated second database with the criteria to remove records that do not meet the criteria, cause a subsequent update to the updated second database to integrate data from the event database to create an updated diminished second database, and generate a notification including information included in the updated diminished second database.

Abstract: Aspects of the subject disclosure may include, for example, receiving a user-generated query from user equipment. In response to the user-generated query, obtaining consumption data within a geographic region of the user equipment, determining an environmental profile of the user equipment from the consumption data, and generating content for presentation at the user equipment that is responsive to the user-generated query and relevant to the environmental profile. Other embodiments are disclosed.

Abstract: A system and method are disclosed for processing input data in a multi-phase data processing pipeline. The system receives input data associated with an identifier and a plurality of attributes. Based on the identifier and attributes, the system determines one or more control requirements relevant to a first phase of the pipeline. For each control requirement, a corresponding function is selected and executed, producing control requirement results that are stored. The system modifies the input data in response to the control requirement results and according to the requirements of the first phase. The system stores the modified input data in a data store. A payload is generated containing the modified input data, the set of control requirement results, and the attributes. The system determines a subsequent phase based on the current phase and transmits the payload to that next phase for further processing.

Abstract: Disclosed in some examples are methods, systems, and machine readable mediums which utilize volume to improve the ordering of search results for various information retrieval systems. This improves relevance as volume is a proxy for interest. As volume changes over time, the relevance of a particular result to a particular search query will increase or decrease over time.

Abstract: A compute task agent stored in non-transitory memory and executing on an information handling system processor detects a compute task having performance parameters that include a time criticality factor, compare the compute task parameters and energy parameters associated with each of plural information handling systems and select an information handling system to execute the compute task based at least in part on the compute time and carbon footprint of each of the plural information handling systems.

Abstract: Systems and methods for network-based cloud service platform integrations with dealer management systems (DMS) are disclosed herein. A cloud service platform may integrate over the network with an instance of a DMS used by an end user. The cloud service platform may define fields that can be used in conjunction with forms useable with the DMS, and may be further capable of storing field data for those fields. The cloud service platform may provide a graphical user interface (GUI) prompt to a user of the DMS to provide the field data. A form using the fields defined at the cloud service platform may be provided to the cloud service platform and filled at the cloud service platform using field data for those fields stored at the cloud service platform. The form may then be provided to a print service for presentation to the user.

Abstract: A method for transforming structured query language queries to expedite query execution includes detecting an explode operator in a structured query language query plan that is designed to execute a structured query language query against a database, identifying a query fragment within the structured query language query plan that starts with the explode operator and ends with a second operator, and replacing the query fragment in the structured query language query plan with an optimized query fragment in which the second operator operates directly on vectors that are a target of the second operator.

Abstract: Systems and methods for implementing chat-based querying of multiple data sources using a multi-agent infrastructure are provided. In an example method, a computing system receives, from a client device, a query. The computing system determines, using an orchestrator agent, one or more relevant contexts based on the query. The computing system receives, from a storage system, context information based on the one or more relevant contexts. The computing system generates a modified query based on the query and the context information. The computing system outputs, to the orchestrator agent, the modified query and the context information. The computing system receives, from the orchestrator agent, a response to the modified query. The computing system outputs the response to the client device.

Abstract: Generating queries in a heterogeneous cloud computing environment is provided. The method comprises transforming disparate statistical formats into a unified representation to standardize statistical metadata between relational databases and NoSQL databases. SQL-derived NoSQL statistics are integrated into a unified repository according to the unified representation. Mapped NoSQL statistics are integrated into relational database query optimizers. An optimal predicate pushdown strategy and an execution plan for a query across heterogeneous databases are determined according to the standardized statistical metadata. The query to the heterogeneous databases is then executed according to the relational database query optimizers and the optimal pushdown strategy and execution plan.

Abstract: A method (502; 514; 530) is provided for managing, under the control of a computing system, a plurality of ledgers (Lk).

Abstract: Systems and methods for non-blocking synchronization of secure customer data of an enterprise data storage. A first local data storage is established that can be used offline that includes a subset of secure customer data from the enterprise data storage. A second local data storage is established that includes the subset of secure customer data from the enterprise data storage. A data object record in the second local data storage is modified, and creates an associated entry in a tracking table, wherein entries in the tracking table maintain data object record modifications in the second local data storage. The first local data storage is cloned to create a third local data storage. Each entry in the tracking table is executed to modify the third local data storage. The first local data storage is deleted and the modified third local data storage replaces the deleted first local data storage.

Abstract: Computer implemented methods, systems, and computer program products include program code executing on a processor(s) extract formerly missing KVP from fields in a document. The program code utilizes an extractor to monitor KVP data in a document. Based on the monitoring, the program code determines that accuracy of a field in the document, is below a pre-defined threshold. The program code dynamically generates a new extractor comprising a KVP extractor to target the field in the document.

Abstract: Techniques for enforcing policy at a collection level are disclosed. A service receives, from a requesting entity, a set of search parameters to query a database of information. The service sends the search parameters to an authorization service, which is tasked with enforcing a collection level policy for the requesting entity by generating a set of local conditions that are injectable into a query submitted to the database. The service receives, from the authorization service, the set of local conditions. The service generates the query using a combination of the search parameters and the local conditions. The service facilitates execution of the query against the database. The service returns results of the executed query to the requesting entity. The results are organized using pages.

Abstract: Techniques are disclosed relating to managing database queries. In some embodiments, a server system receives a query from a computer system and determines a set of aspects for the query, including at least a number of columns specified in the query and a computational cost of executing the query. The system generates a query vector based on the set of aspects determined for the query. The system then compares the query vector with a plurality of clusters, ones of the plurality of clusters comprising two or more previously generates query vectors generated based on aspects of queries previously received by the server system. Based on the comparing, specifically a distance between the query vector and the plurality of clusters of previously generated query vectors, the system classifies the query. Based on a classification of the query determined during the classifying, the system manages the query.

Abstract: An integrated architecture searching system for a click-through rate prediction model is provided. The system includes a first search space configured to search for embedding vector dimensions of features and determine a matching embedding vector dimension for each pair of the features; a second search space configured to obtain a feature interaction result by searching for a feature interaction sub-network and a feature interaction combination; and a third search space configured to obtain a click-through rate prediction value by incorporating the feature interaction result into an high-order implicit feature interaction search space and performing high-order implicit feature interaction on deep networks of different layers.