Abstract: A method of searching data being directed into a data heap looks for the presence of multiple tags on data elements and then applies a group tag to those data elements if all tags of the group are identified. The tags are applied by group tagging applications or “GroupTagApps” (GTAs), which are small, quickly executing software applications that are each focused on the tagging of data that includes a particular set of tags in order to make the identification process rapid. Multiple GTAs in one or both of horizontal and vertical configurations may be constructed in order to provide any necessary level of speed or take full advantage of an available hardware configuration.

Abstract: An information processing device includes an acquisition unit, a division unit, and a determination unit. The acquisition unit is configured to acquire content for which index data is to be created. The division unit is configured to divide the content into predetermined blocks. The determination unit is configured to refer to unnecessary term information and determine a region in each block that is not allowed to be referred to when the index data of the content is created. In the unnecessary term information, an unnecessary term is specified among terms included in the content. The unnecessary term is a term that is not allowed to be registered in the index data.

Abstract: Techniques are disclosed for generating a sequence of symbols based on input data for a neuro-linguistic model. The model may be used by a behavior recognition system to analyze the input data. A mapper component of a neuro-linguistic module in the behavior recognition system receives one or more normalized vectors generated from the input data. The mapper component generates one or more clusters based on a statistical distribution of the normalized vectors. The mapper component evaluates statistics and identifies statistically relevant clusters. The mapper component assigns a distinct symbol to each of the identified clusters.

Abstract: A distributed storage system includes table controllers collectively storing partitions of a logical table having multiple rows. For each of the partitions, a corresponding table controller stores a subset of the rows of the logical table across individual pages. A management controller updates a schema of the logical table from a first to a second schema definition by, for each of the partitions, sending an update command indicating the second schema definition to the corresponding table controller. The first table controller corresponds to a first partition that includes a first subset of the rows. The first table controller, prior to receiving the update command, includes an identifier of the first schema definition within each page of data for the first subset. Subsequent to receiving the update command, the first table controller, when writing each new page of data for the first subset, includes an identifier of the second schema definition.

Abstract: A closed-loop natural language query pre-processor and response synthesizer architecture accepts natural language queries and dynamically synthesizes query results. The query results may be in the form of data stories. The architecture identifies, selects, and composes candidate response elements into a coherent and meaningful query result. The architecture also implements an adaptable delivery mechanism that is responsive to connection bandwidth, query source preferences, query source characteristics, and other factors. Feedback from multiple sources adapts the architecture for handling subsequent queries.

Abstract: Systems and methods are provided for searching and identifying quotes in response to a query from a user. Consistent with certain embodiments, systems and methods are provided for identifying one or more subject entities associated with the query and for identifying, from a database or from search results obtained in response to the query, a set of quotes corresponding to the one or more subject entities. Further, systems and methods are provided for determining quote scores for the identified quotes based on at least one of the relationship of each quote to the one or more subject entities, the recency of each quote, and the popularity of each quote. Additionally, systems and methods are provided for organizing the identified quotes in a rank order based on the quote scores and selecting quotes based on the rank order or based on the quote scores. In addition, systems and methods are provided for transmitting information to display the selected quotes on a display device.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for natural language control of web browsers. The methods, systems, and apparatus include actions of obtaining a query from a user, determining a likely intent and an entity from the query, determining an action and script metadata based on the likely intent and the entity, compiling scripts based on the action and the script metadata, and providing the scripts to a web browser for execution.

Abstract: Systems and methods are described for improving content classifications and metadata for a plurality of content items. The content items may comprise various forms of media content. A content recommendation processing system may automatically annotate and/or classify content items with a plurality of metadata tag information describing content items. The disclosed system and methods may also determine and/or assign applicability scores indicating a level or degree of suitability for annotating a content item with particular metadata tag information, and may utilize applicability scores to provide content to calibrate metadata information for a plurality of content items, and further to provide content recommendations to users.

Abstract: Data merge processing based on difference between source and merged data includes creating merged data from a source data records, the merged data including data fields, performing a difference determination as between the merged data and the source data records, the difference determination including, for each source data record of the source data records, comparison of data in data fields of the merged data to the source data record, and performing processing with respect to the merged data based on the difference determination. Performing processing can include aborting a merge operation to save a merged data record with the merged data, or storing and maintaining a merged data record including the merged data, based on the difference determination determining, for each source data record of the source data records, that the degree of difference between the merged data and the source data record does not exceed a threshold.

Abstract: Systems and method for remote intervention are disclosed herein. The system can include a memory including: a user profile database; and a model database. The system can include a user device and a supervisor device, each of which including: a network interface; and an I/O subsystem. The system can include a content management server that can: receive data identifying a user of the user device; retrieve user data for the user from the user profile database; retrieve a risk model from the model database; generate a risk value based on the risk model; generate an action recommendation identifying an action for completion; and generate and send an alert to the supervisor device, which alert includes the action recommendation and includes computer code to trigger activation of the I/O subsystem of the supervisor device to provide the action recommendation.

Abstract: Initially, a database schema is parsed and a table tree structure is created delineating the relationships between data that are identified in the schema. In addition to accommodating relationships between main tables of data, the table tree structure also accommodates possible side tables of data, and possible circular references between tables, should such be encountered when parsing the schema. Subsequently, a migration mechanism consumes the generated table tree structure and iteratively migrates data in accordance therewith. Individual layers of the table tree structure are migrated consecutively with referenced layers being migrated prior to referencing layers. Circular links are accommodated through temporary null values, and side tables are accommodated during migration of the referencing main table. The iterative process provides completeness and fault tolerance/failure recovery.

Abstract: The present disclosure relates to a method and apparatus for a file system, the file system comprising at least a first logical storage area and a second logical storage area, a logical block of the first logical storage area and that of the second logical storage area being different in size, and in response to a request for creating a file, selecting a logical storage area for storing the file from the at least first logical storage area and second logical storage area; and storing the file in the selected logical storage area. According to the above various embodiments of the present invention, a direct and effective way may be used to support variable-length block size in a file system, without increasing metadata and positioning overheads.

Abstract: A data storage method includes the following steps: storing data to be stored into a mutable table, the mutable table being located in a RAM. If a storage content of the mutable table is greater than or equal to a preset storage content threshold, modifying the mutable table into an immutable table and stopping receiving storage of the data to be stored; if a storage content of a lowest level in a disk is greater than or equal to a storage content threshold of a present level, and next level higher in the disk is stored with columnar format, storing data of the lowest level to the next level in the columnar format; and if the lowest level is stored with row format, storing data in the immutable table to the lowest level in the row format.

Abstract: Particular embodiments described herein provide for a system that can be configured to determine an identification (ID) of a computer processing unit (CPU) using one or more tests and/or measurements, intercept the result of a query from a process to determine the ID of the CPU, replace the result of the query if the result of the query does not match the determined ID of the CPU, and communicate the result of the query that includes the determined ID of the CPU to the process. In an example, the query is a CPUID opcode and the results of the query are intercepted after passing through a hypervisor.

Abstract: A local computing device replicates data stored in a cloud-based storage resource in a way that is substantially transparent to end users. A counter generation module provides a source for sequentially increasing counter indices, each of which is associated with a creation timestamp. When a data record managed by the cloud-based storage resource is created, updated or deleted, an address of the modified data record is recorded in a journal, along with unique counter index and timestamp values. Later, when data records stored in the cloud-based storage resource are to be replicated at the local computing device, data records corresponding to the sequential counter indices listed in the journal are sent to the local computing device. Only those data records which correspond to blocks of uninterrupted sequential counter indices are transmitted to the local computing device, thereby ensuring consistency of the replicated data.

Abstract: Disclosed herein is an optimized data interchange system, method and architecture. An original data interchange document, such as a JavaScript™ Object Notation (JSON) document, comprising a number of name/value pairs is separated, or split, into a template document and a data document for separate transmission. The two documents can be recombined at a destination computing device.

Abstract: A system and method includes a data sensor providing sensor data. A database is configured to store the sensor data over time in rows of a table. A processor is configured to convert the table into a temporal format and collapse the rows in a temporal table. The temporal data can be normalized, and the normalized temporal data can be natively analyzed over normalized time periods, e.g., to improve an efficiency and/or accuracy of the analysis. The systems and methods can also be used to efficiently inter-operate with non-temporal data as needed.

Abstract: A memory array controller includes memory media scanning logic to sample a bit error rate of memory blocks of a first memory device. A data management logic may then move data from the first memory device to a second memory device if the bit error rate matches a threshold level. The threshold level is derived from a configurable data retention time parameter for the first memory device. The configurable data retention time parameter may be received from a user or determined utilizing various known machine learning techniques.

Abstract: A system and method for providing search results is disclosed. One embodiment includes first presenting an image containing a product to a user and providing the user with a user interface for selecting the image, or a portion of the image associated with the product, from among several images. Search results are generated by searching for at least one characteristic based on one tag applied to the image or portion of the image in a database associated with a brand or designer identified in a second tag. In another embodiment, a user is provided with an upload interface to upload and tag an image so that the image is tagged for use in generating and providing search results to an independent user.

Abstract: The disclosure is directed to garbage cleaning of cookies in a web browser. A computer-implemented process according to embodiments includes: determining a presence of a first cookie and a second cookie in the web browser, the first cookie and the second cookie representing a cleanliness status of the web browser; in response to determining that the first cookie and the second cookie are both present in the web browser, indicating a status of the web browser as clean and taking no further cleaning action; and in response to determining that only the first cookie is present in the web browser, indicating the status of the web browser as needs cleaning, and performing garbage collection of cookies in the web browser.