Abstract: Systems, methods, and non-transitory computer-readable media can be configured to determine a page embedding for each page in a sequence of pages visited by a user. A pooled page embedding can be determined based on the page embeddings for the sequence of pages visited by the user. One or more page recommendations for the user can be determined based at least in part on the pooled page embedding.

Abstract: Embodiments relating to garbage collection for a deduplicated and compressed storage device are described. One embodiment provides for a computer implemented method including creating a multiple sets of Bloom filters distributed across a set of multiple computing device nodes. One set of Bloom filters stores differing ranges of fingerprints for data stored on deduplicated storage containers, while a second set of Bloom filters includes a set of fingerprints correlated with files in a file system directory structure. A set of live fingerprints is determined for live fingerprints and storage segments associated with those fingerprints are copied to new storage containers.

Abstract: Methods and apparatus for associating an entity with at least one search query. Some implementations are directed to methods and apparatus for identifying multiple queries associated with an entity and identifying one or more of the queries as an entity search query that provides desired search results for the entity. Some implementations are directed to methods and apparatus for identifying a particular entity and, in response to identifying the particular entity, identifying an entity search query corresponding to the particular entity.

Abstract: Example implementations disclosed herein can be used to build, maintain, and access databases built database in multi-core computing systems with large VRAM and huge NVRAM. The database with optimistic concurrency control can be built on a transactional key-value data store that includes logically equivalent data pages stored in both VRAM and VRAM. Data records in volatile data pages in the VRAM represent the most recent version of the data. Data records in the NVRAM immutable and are organized in a stratified composite snapshot. A distributed log gleaner process is used to process log entries corresponding to transactions on the volatile data pages and construct the snapshot. The log gleaner sorts the log entries by epoch, key range, and most recent use to partition the snapshot across multiple nodes.

Abstract: Content creation suggestion techniques are described. In one or more implementations, techniques are implemented to generate suggestions that are usable to guide creative professionals in the creation of content such as images, video, sound, multimedia, and so forth. A variety of techniques are usable to generate suggestions for the content professionals. In a first such example, suggestions are based on shared characteristics of images obtained by users of a content sharing service, e.g., licensed by the users. In another example, suggestions are generated by the content sharing service based on keywords used to locate the images. In a further example, suggestions are generated based on data described communications performed using social network services. In yet another example, recognition of failure of search is used to generate suggestions. A variety of other examples are also contemplated and described herein.

Abstract: Rules, such as condition-action rules, are configured at different levels of a hierarchy. For example, a top level site administrator may configure rules, lower level administrators may configure rules and end users may configure rules. Rules created at a higher hierarchical level are automatically inherited by lower hierarchical levels in the same branch of the hierarchy. The source of the inherited rule is indicated with its display such that the hierarchical level of creation can readily be determined. The inherited rule(s) may be toggled on/off at the lower hierarchical levels but edits to inherited rule(s) are restricted. Instead, a copy of any inherited rule may be made to create a local copy of the rule that is editable. Rules may be ordered and when a lower hierarchical level inherits the rules, the ordering is preserved.

Abstract: A plurality of abbreviated names are generated for evaluation based on a full name of a point-of-interest (POI) on a map. A plurality of address names comprising the full name of the POI or any of the abbreviated names to be evaluated are obtained from a predetermined area of the POI. A phrase status vector used to indicate a location status of the target phrase in each particular address name is calculated for a target phrase based on each address name, the target phrase including the full name of the POI or any of the abbreviated names to be evaluated. A similarity is calculated between a phrase status vector for the full name of the POI and a phrase status vector. A particular abbreviated name corresponding with a calculated similarity greater than a predetermined threshold is associated with the full name of the POI corresponding to the calculated similarity.

Abstract: Systems, methods, and non-transitory computer readable media can obtain dynamic signals associated with content items. A machine learning model can be trained based on the dynamic signals associated with the content items. A classification for a content item can be determined based on the machine learning model.

Abstract: A system includes an OAI gateway; and a main server coupled to the OAI gateway via a network, and configured to be accessed by client workstations, the main server including: an OAI listener coupled to the OAI gateway; a notification server coupled to the OAI listener; and a memory defining a database and coupled to the OAI listener; the main server being configured to present to a workstation a user-fillable intake form having a plurality of questions, and the main server configured to receive answers, and to present a score total to the workstation indicating whether to accept the potential customer, the score total varying depending on the received answers; and the system being configured to send an electronic notification in response to the score total being above or below a predetermined threshold value. Other systems and methods are also provided.

Abstract: Implementations of the disclosure describe an expandable index including pages that may store object records. The index may be divided into buckets, and each bucket may be associated with pages from a pool of unused pages shared by the buckets. A table or log may be used to maintain a dynamic list of all unused pages. It may also maintain a list of pages currently associated with buckets. As pages are linked to or unlinked from a bucket, the table or log may be updated to reflect that a page has been linked to a bucket or that a page that is no longer linked to a bucket belongs to the pool of unused pages. As additional storage media are added to the system, additional pages may be added to the pool of the expandable index for use by existing buckets without changing the number of buckets of the index.

Abstract: A model synchronization map table is built that facilitates autonomous computer self-navigation between elements of business objects of a business object model and corresponding elements of at least one extensible markup language (XML) schema of an XML schema definition-based (XSD-based) model. XSD-based model is programmatically generated by transformation of the elements of the business objects of the business object model into corresponding elements of XML schema of the XSD-based model. The business object model and XSD-based model are displayed in a dual-view editor. The dual-view editor enables users to toggle between and independently edit the business object model and XSD-based model. In response to independent edits made to one XSD-based model and business object model, the elements of the business object model are automatically synchronized with corresponding elements of the XSD-based model using the model synchronization map table.

Abstract: A unified metrics computation platform decouples user-facing query languages from backend execution engines with the help of an intermediate platform-agnostic language, based on relational algebra procedural query language. The user needs to only specify the computation logic at a single place. By leveraging the intermediate language representation, the unified metrics computation platform can execute the same computation logic on multiple execution engines. The unified metrics computation platform unifies batch, nearline and interactive computations by automatically converting existing user defined batch logic into nearline logic. The user is presented with a unified view of the batch and nearline computation results.

Abstract: A computer-implemented communications method is discussed. The method includes receiving a typed user input in a texting conversation on an electronic communication channel between two or more users of electronic communications devices; analyzing the user input to identify whether the user input contains a reserved word for triggering a search; submitting a search query received in association with the reserved word to a search engine, if the user input contains a reserved word; receiving one or more search results from the search engine; and providing, in the electronic communication channel for incorporation into the texting conversation, at least one of the one or more search results.

Abstract: A log-to-metrics transformation system includes a log-to-metrics application executing on a processor. The log-to-metrics transformation system receives a format associated with machine data, and further receives, via a first graphical control, a first set of metric identifiers corresponding to a first set of metrics associated with the machine data. The log-to-metrics transformation system generates a first set of mappings between the first set of metric identifiers and a first set of field values included in the machine data. The log-to-metrics transformation system stores the first set of mappings and an association with the format of the machine data. The log-to-metrics transformation system, based on the first set of mappings, causes the first set of field values to be extracted from the machine data. Further, a first metric included in the first set of metrics is determined based on at least a portion of the first set of field values.

Abstract: The present disclosure includes a device for constructing an intelligent knowledge base. The device comprises: a preset knowledge subject obtaining unit to obtain from a subject domain database preset knowledge subjects each comprising a standard question and an extended question; a receiving unit to receive an initial request message; a calculation unit to perform a semantic similarity calculation on the initial request message and the preset knowledge subjects to obtain a plurality of semantic similarity calculation results; a determination unit to determine whether a largest semantic similarity calculation result is greater than a similarity threshold value; and a storing unit to: when the largest semantic similarity calculation result is greater than the similarity threshold value, store into the intelligent knowledge base the initial request message, and a standard question and an extended question of a preset knowledge subject corresponding to the largest semantic similarity calculation result.

Abstract: A maintenance subsystem of a database-management system (DBMS) receives a database query that requests access to data stored in a database column. The subsystem retrieves or infers frequent-value statistics for that column, each of which specifies the number of times one distinct value is stored in the column. The statistics are partitioned into Keep and Discard clusters and, using statistical or other computational methods based on the column's data distribution, the subsystem determines an optimal number of the statistics that should be kept by the DBMS in order to minimize cost, errors, or other parameters desired by an implementer. The subsystem then directly or indirectly directs a query-optimizer component of the DBMS to consider the optimal number of frequent-value statistics when selecting an optimal data-access plan. The selected plan is then used by the DBMS's storage-manager component to access the column when servicing the received query.

Abstract: A node for use in a data archive includes a persistent storage and a data protection agent. The persistent storage stores a copy of data. The data protection agent obtains a request to archive the copy of the data; in response to the request: generates an archive of the copy of the data; stores the archive in an archive node; generates metadata based on the archive; deletes the copy of the data from the persistent storage; and, after deleting the copy of the data, advertises, to a second node, that the copy of the data is stored in the node.

Abstract: An information presentation apparatus obtains monitoring information that indicates a state of a monitoring target, accumulates it in a storage unit, and detects, based on the monitoring information accumulated in the storage unit, the occurrence of an information presentation trigger event. The information presentation apparatus generates, based on the monitoring information accumulated in the storage unit, search data for searching for relevant information related to the detected event, uses the generated the search data to search for the relevant information, and generates presentation information for present the relevant information found by the searching.

Abstract: A method includes sending, by a computing device of a dispersed storage network (DSN), an inquiry to storage units of the DSN regarding status of a new vault in the DSN. The new vault is a logical storage container supported by the storage units, and the new vault is defined by vault parameters that include new vault identifier, new vault storage capabilities, access privileges, and authorized users. When a threshold number of storage units provide a status response of active and when a data access request for a set of encoded data slices is received, the computing device sends a set of access requests regarding the data access request to the storage units. When the threshold number of storage units do not provide the status response of active, the computing device facilitates activation of the new vault in at least the threshold number of storage units.

Abstract: Information related to apparently successful matches between two entities is collected, and culled based on a later indication that the match failed. Matches between two entities may be generated based on comparative information with other entities who appear to share some characteristics or preferences. Matches may be based on actual actions, in contrast to expressed preferences. Actual actions may be taken into account in addition to expressed preferences. Generation of matches may take into account geographical and/or temporal proximity and/or likelihood of receiving a response, in addition to other attributes of an entity. Matching algorithms may be updated based on entity input. Potential matches may be presented to third party entities for evaluation.