Abstract: Methods and systems for automatically creating item records for physical items. The method may include receiving an image obtained using an image sensor; detecting a physical item in the image; extracting item data regarding the physical item by applying image analysis to the image; determining, using the extracted item data, whether a memory contains an item record for the physical item; and, when no item record for the physical item exists in the memory, generating and storing in the memory a new item record for the physical item in association with the extracted item data.

Abstract: A system and method for providing visual data for user interfaces based on a knowledge graph. A method includes identifying at least one second node with respect to a first node based on connections between nodes of a knowledge graph, wherein the knowledge graph includes the first node and the at least one second node, wherein the first node represents a dimension of interest; selecting at least one third node from among the at least one second node by determining a correlation between the first node and each of the at least one second node; determining a new value for a dimension of each of the at least one third node based on a target value such that the correlation of the third node to the first node is maintained while achieving the target value; and generating visual data for an action item user interface based on the new values.

Abstract: A system converts the data of data objects stored in a DDOS from one data format to another while the system is live and available to process requests for access to the data objects being converted. This process does not require taking the DDOS offline and also does not require locking a data object for the entire conversion of the data object.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for contextually disambiguating queries are disclosed. In an aspect, a method includes receiving an image being presented on a display of a computing device and a transcription of an utterance spoken by a user of the computing device, identifying a particular sub-image that is included in the image, and based on performing image recognition on the particular sub-image, determining one or more first labels that indicate a context of the particular sub-image. The method also includes, based on performing text recognition on a portion of the image other than the particular sub-image, determining one or more second labels that indicate the context of the particular sub-image, based on the transcription, the first labels, and the second labels, generating a search query, and providing, for output, the search query.

Abstract: Methods, computer program products, and/or systems are provided that perform the following operations: in a data replication environment, analyzing a database workload to generate a knowledge base of information related to compression; dividing a transfer data stream into different segments based, at least in part, on the knowledge base; obtaining candidate compression types for the transfer data stream based, at least in part, on the knowledge base; assigning respective compression types of the candidate compression types to the different segments; generating compressed segments based, at least in part, on the respective compression types assigned to the different segments; and providing the compressed segments to a replication target.

Abstract: Disclosed herein are methods, systems, and processes to optimize role level identification for computing resource allocation to perform security operations in networked computing environments. A role level classifier to process a training dataset that corresponds to a clean title is generated from a subset of entities associated with the clean title. An initial effective title determined by the role level classifier based on processing the training dataset is assigned to an entity. A new effective title based on feature differences between the initial effective title and the clean title is re-assigned to the entity. Performance of the generating, the assigning, and the re-assigning is repeated using the new effective title instead of the clean title.

Abstract: Methods and apparatus are disclosed to generate a recommendation, including an attribute vector aggregator to form a resultant attribute vector based on an input set of attribute vectors, the set of attribute vectors containing at least one of a media attribute vector, an attendee attribute vector, an artist attribute vector, an event attribute vector, or a venue attribute vector, and a recommendation generator, the recommendation generator including: a vector comparator to perform a comparison between an input attribute vector and other attribute vectors and a recommendation compiler to create one or more recommendations of at least one of media, an artist, an event, or a venue based on the comparison.

Abstract: Methods, computer program products, and/or systems are provided that perform the following operations: generating log files while performing data changes of a source database system table; storing the log files on a first memory device having a first access time; archiving a part of the log files from the first memory device on a second memory device having a second access time, the second access time being higher than the first access time; tracking a second number of pending data changes, the pending data changes being data changes of the records of data change of log files archived on the second memory device which are not yet replicated in a target database system table; selecting a type of data replication from a first type of data replication and a second type of data replication based on the second number; and replicating the data changes in the target database system table.

Abstract: Techniques for securely encoding, communicating, and comparing genomic information using probabilistic data structures are provided. In some embodiments, genomic information in a secure computing environment may be encoded and/or anonymized by building a probabilistic data structure that represents sub-strings of the genomic information as members of a set; the probabilistic data structure may then be securely transmitted outside the secure computing environment. In some embodiments, a probabilistic data structure representing sub-strings of sensitive genomic information as members of a set may be received in an unsecure computing environment and may be queried to generate output data indicating whether reference sub-strings are probable members of the set.

Abstract: A data processing system for searching network requests to extract values of parameters in the network requests includes a shared memory that stores data structures, wherein each of the data structures is stored in association with a value of a key, and wherein each of the data structures includes one or more entries for storage of data representing a network request. A parser engine parses a particular network request for values of parameters and for a value of a key. A search engine queries the shared memory for a particular data structure stored in association with the value of the key. A logic engine detects an absence of a particular entry, in the particular data structure, that stores data representing the particular network request, generates an entry in the particular data structure, and stores in the generated entry the values of the parameters.

Abstract: A system and method for customized scheduling of sources, including breaking down a source of content into at least two categories, including posts and engagements, and gathering content related to a specific source. A scheduler handles scheduling of posts and engagement for a single source and entities that are due to be crawled are sent to a scheduling queue, in which each content type for a source can have its own queue. A process points to the correct scheduler queue in order to request content to be crawled, attaches to the proper queue, processes requests, queries the social network for content, parses the response and sends any new data to be saved to the system.

Abstract: A data access system includes: a data storage medium, a record medium, a first controller, and a second controller. The record medium includes a first record area and a second record area. The first controller includes a first metadata area. The second controller includes a second metadata area. The first controller is connected to the data storage medium and the record medium and corresponds to the first record area. The second controller is connected to the data storage medium and the record medium and corresponds to the second record area. The first controller receives first data, and writes the first data into the data storage medium in a log manner to update the first metadata area, and correspondingly generates a first record in the first record area. The second controller updates the second metadata area according to the first record in the first record area.

Abstract: Technology for tracking changes to a database and providing the changes to a subscribing computing device. In an illustrative implementation, a method may involve subscribing a computing device to changes of a portion of a multi-tenant database and accessing a plurality of change events stored in a log of the multi-tenant database in parallel. The method may further involve storing the plurality of change events in a persistent data store separate from the multi-tenant database and processing the plurality of change events to create an ordered set of change events. The ordered set of change events may then be provided to the computing device that subscribed to the changes.

Abstract: Systems and methods for generating a playlist of audio content for a vehicle are disclosed. An audio input is received at a vehicle entertainment system of the vehicle while an audio content item is currently played by the vehicle entertainment system. The audio input includes an audio command trigger and an audio playlist command. In response to detecting the audio command trigger in the audio input, the audio input is parsed to determine the audio playlist command. A metadata associated with the audio content item is determined. In response to determining the audio playlist command, the audio content item is caused to be added to an audio content playlist of a third-party service based on the metadata of the audio content item.

Abstract: Technology is described herein for ranking candidate result items in at least two stages. In a first stage, the technology uses a first attention-based neural network to determine an extent of attention that each token of an input query should pay to the tokens of each candidate result item. In a second stage, the technology uses a ranking subsystem to perform listwise inference on output results provided by the first stage, to generate a plurality of ranking scores that establish an order of relevance of the candidate results items. The ranking subsystem may use a second attention-based neural network to perform the listwise inference. According to some implementations, the technology is configured to process queries and candidate result items having different kinds and combinations of features. For instance, one kind of input query may include text-based features, structure-based features, and geographic-based features.

Abstract: A system and method for generating a semantic graph. The method includes: parsing each of a plurality of events into a plurality of objects, wherein the plurality of events includes a plurality of queries, wherein each event of the plurality of events is related to an interaction with at least one data source; determining, for each of the plurality of events, a relationship between two objects of the plurality of objects; and generating a semantic knowledge graph based on the determined relationships, the semantic knowledge graph including a plurality of query nodes and a plurality of edges, wherein each query node corresponds to a respective object of the plurality of objects, wherein each query node is connected to another query node of the plurality of query nodes by one of the plurality of edges, wherein each edge represents a relationship between the objects connected by the edge.

Abstract: Software for a website hosting short-text services creates an index of buckets for locality sensitive hashing (LSH). The software stores the index in an in-memory database of key-value pairs. The software creates, on a mobile device, a cache backed by the in-memory database. The software then uses a short text to create a query embedding. The software map the query embedding to corresponding buckets in the index and determines which of the corresponding buckets are nearest neighbors to the query embedding using a similarity measure. The software displays location types associated with each of the buckets that are nearest neighbors in a view in a graphical user interface (GUI) on the mobile device and receives a user selection as to one of the location types. Then the software displays the entities for the selected location type in a GUI view on the mobile device.

Abstract: An operating method of a host includes receiving a request for secure deletion of a first file stored in a storage system, providing an invalidation command to the storage system for invalidating data of the first file, providing an erase command to the storage system for erasing invalidated data included in the storage system, and performing a deletion operation, which is executable on an operating system of the host, on the first file which is deleted by the erase command.

Abstract: The present disclosure relates to a method and/or apparatus for versioning cloud network configuration. The method can include receiving base configuration files for a set of devices forming at least a portion of a computing network, pulling current configuration files from each device of the set of devices, for each device, and determining a discrepancy when a base configuration file of the device and a current configuration file of the device do not match. When the discrepancy is determined for a device, generating a patch file based on the determined discrepancy for that device. The method can include extracting a last configuration commit time from that device, allocating a unique snapshot identifier to the patch file and associated with the last configuration commit time, and populating a snapshot database.

Abstract: A method for synchronizing a file system (FS) and a remote file system (RFS) includes monitoring the FS for FS events, generating FS event records, receiving RFS event records of RFS events, generating file system operations (FSOs) based on the FS and RFS event records, and communicating the FSOs to the FS and RFS to synchronize them. A method for generating the FSOs includes accessing a plurality of FS and/or RFS event records, processing the accessed records to generate processed event records, generating the FSOs based on the processed event records, and outputting the FSOs to cause synchronization of the FS and RFS. Systems are also described. The invention facilitates event-based, steady-state synchronization of local and remote file systems.