Abstract: Example embodiments relates to method and systems to restore content of a volume at a given point in time.

Abstract: A pattern mining method includes obtaining, according to each of transactions comprised in a transactional database, a candidate pattern set satisfying a condition, each of the transactions comprising at least one item, each of candidate patterns in the candidate pattern set comprising one or more items in an itemset, calculating a utility of a respective one of the candidate patterns in each of the transactions, determining, among the transactions, at least one target transaction in which the utility reaches a specified utility threshold, determining a target period value of a target candidate pattern corresponding to the at least one target transaction, according to a target time attribute of each of the at least one target transaction, and determining the target candidate pattern as a mining result, based on the target period value of the target candidate pattern being less than or equal to a period threshold.

Abstract: Disclosed herein is a technique for performing an operation on a hierarchy of content. The operation is performed atomically by utilizing a hidden directory in a hidden area of a filesystem namespace. In particular, a number of actions associated with the operation are performed in the hidden area to ensure that the hierarchy of content always appears in a consistent state to users and/or system processes.

Abstract: An information processing method includes storing information identifying an external service and information of an acquisition method for acquiring folder information from the external service; receiving, from a device, a request to acquire the folder information from the external service; identifying the acquisition method for acquiring the folder information from the external service, based on the stored information; acquiring the folder information from the external service, based on the identified acquisition method; and sending the acquired folder information to the device. When the identified acquisition method is a first acquisition method, folder information of a hierarchy of a specified folder and in a predetermined number of lower hierarchies is acquired from the external service. When the identified acquisition method is a second acquisition method, folder information of a hierarchy of a specified folder and in all lower hierarchies is acquired from the external service.

Abstract: A method of providing file data for a media file of a pre-determined format from a file system comprising a file record database and a data store, wherein the media file corresponds to a programme consisting of a plurality of segments, and wherein the segments included in the programme are dynamically determined. The method comprising the steps of receiving details of the programme including the duration of the programme, and determining the layout of the media file in the pre-determined format from the received details of the programme, the layout including locations for essence data within the file. A file record for the media file in the file record database is then created. In response to a request for the location of essence data within the file, a location given by determined layout of the media file is returned. Further, in response to an instruction that a segment is to be included in the programme, essence data corresponding to the contents of the segment is obtained.

Abstract: Embodiments as disclosed herein allow simple specification of prioritized searches of chains of regions and efficient implementation of such searches. Specifically, embodiments as disclosed may provide a search operator that addresses the problem of complex query construction for finding objects having a particular value in one of a prioritized set of regions and efficiently implement the searches specified by such search operators.

Abstract: A computer program product is provided for extending a clustered file system. The computer program product comprises a computer readable storage medium having program instructions embodied therewith. The program instructions are executable by a processor to cause the processor to build a central cluster repository, establish a service-specific interface for accessing non-file system data in the central cluster repository, and extend a clustered file system with the service-specific interface.

Abstract: A system, computer-implemented method, and computer-program product embodiments for rebuilding database indexes is disclosed. A pre-loader thread rebuilds a plurality of indexes in the background once a database is initialized. Simultaneously, a query processor receives queries from a user/client of a database. If an index that is required by the query processor has not yet been rebuilt by the pre-loader, a request to rebuild the index is sent to an asynchronous index loader. The asynchronous index loader places the request in a queue, processes the queue based on available system resources, and then rebuilds the requested indexes. Once the necessary indexes have been rebuilt, a wake-up signal is sent to the query processor which then proceeds to execute the query from a user/client.

Abstract: A system for query planning and execution with source and/or sink operators is provided. In some implementations, the system performs operations comprising identifying a plurality of operators for executing a query, allocating space in memory for storing data when a second operator comprises a collection operator for collecting the data, generating at least a portion of the data based on executing a first operator, and providing the data (e.g., access to the data) to another operator which occurs after the first operator. In some implementations, a query plan for execution of the query can be generated to include the first operator and exclude the collection operator. Related systems, methods, and articles of manufacture are also described.

Abstract: A stream application receives a stream of tuples to be processed by a plurality of processing elements. The plurality of processing elements operating on one or more compute nodes. Each processing element has one or more stream operators. The stream application assigns one or more processing cycles to one or more segments of software code. The segments of software code are embedded in a tuple of the stream of tuples. The software-embedded tuple identifies a set of target tuples based upon operation criteria. The set of target tuples are a part of the stream of tuples. The software-embedded tuple performs an operation based on the set of identified target tuples.

Abstract: Techniques are described herein for sharing a dictionary across multiple in-memory compression units (IMCUs). After a dictionary is used to encode a first column vector in a first IMCU, the same dictionary is used to encode a second column vector in a second IMCU. The entries in the dictionary are in sort order to facilitate binary searching when performing value-to-code look-ups. If, during the encoding of the second column vector, values are encountered for which the dictionary does not already have codes, then a “sort-order-boundary” is established after the last entry in the dictionary, and entries for the newly encountered values are added to the dictionary, after the sort-order-boundary. To facilitate value-to-code look-ups, the new entries are also sorted relative to each other, creating a second “sort order set”. A new version of the dictionary may be created when the number of sort order sets in the first version of the dictionary reaches a configurable threshold.

Abstract: A data analysis system allows users to interact with distributed data structures stored in-memory using natural language queries. The data analysis system receives a prefix of a natural language query from the user. The data analysis system provides suggestions of terms to the user for adding to the prefix. Accordingly, the data analysis system iteratively receives longer and longer prefixes of the natural language queries until a complete natural language query is received. The data analysis system stores natural language query templates that represent natural language queries associated a particular intent. For example, a natural language query template may represent queries that compare two columns of a dataset. The data analysis system compares an input prefix of natural language with the natural language query templates to determine the suggestions. The data analysis system receives user defined metrics or attributes that can be used in the natural language queries.

Abstract: A method of identifying an item of video content involves providing a spatial hash value and a temporal hash value for each image in a video collection. Each hash value is based on a measure of the entropy in differences between pixel values. A table of the pair of hash values against timecode is created and ordered according to one of the hash values. A search for a given pair of hash values can then be confined to that part of the table that matches the first value.

Abstract: Methods, systems, and computer program products for accessing a database element are described. A table link of a persistency interface is defined, the table link being a representation of a table of a persistency schema. A role for the persistency interface is defined, the role defining a type of access for a specified portion of the database element.

Abstract: An index generating device (100) comprises: an index generating unit (101) which uses an interdata similarity degree which is computed by a similarity computation unit (105) to generate an index which includes a lower order node, and a higher order node which includes an entry having a link relation with the lower order node and indicating representative data having a similarity degree with data indicated by an entry in the lower order node greater than or equal to a similarity threshold value appended to the link relation; and a threshold setting unit (102) which sets the similarity threshold to a value which increases the further down the hierarchy.

Abstract: Techniques for replication of a client database to remote devices are described. In one embodiment, an apparatus may comprise a server database management component operative to receive a collection subscription command from a client device at a database synchronization system, the collection subscription command specifying an object collection; and detect a collection change for the object collection; and an update queue management component operative to register the client device for push notification with a collection update queue associated with the object collection; and add a collection update to the collection update queue, the collection update based on the collection change. Other embodiments are described and claimed.

Abstract: Methods and system are disclosed that generate an execution schedule to optimize a transformation of business. In one aspect, from multiple tables residing in multiple databases and storing business data associate with multiple business management systems, dependencies between the tables may be determined based on attributes associated with the tables. When execution time for transforming business data exists, a decrease time algorithm or a critical path algorithm may be executed to generate execution schedule and to calculate processor idle times during the transformation of business data. Based on the calculated processor idle times, whether or not to execute a local optimization algorithm may be determined. Based on the determination, execution schedule that optimize the transformation of business data may be generated. The transformation of business data may be executed based to the generated execution schedule that optimizes a time consumed for transforming the business data in the tables.

Abstract: Computer-implemented systems and methods for categorizing tables of a database into groups are provided. A set of queries used to access a database are processed to generate a log that identifies for each of the queries (i) a database operation associated with the query, (ii) a table of the database accessed via the query, and (iii) a column or columns of the table used by the query to access the table. Database operation criteria for categorizing database tables into groups are accessed. The criteria are based on a total number of times that a table is accessed by the set of queries and a number of times that the table is accessed using a column or group of columns. An algorithm that evaluates data of the log against the criteria is applied. The algorithm is configured to automatically categorize tables identified in the log into groups based on the evaluation.

Abstract: An embodiment of the invention may include a method, computer program product and computer system for data recovery for use with a computing device. The embodiment may determine an amount of time to transfer a first file from a first location, on a first device, to a second location, on a second device. The embodiment may include receiving historical operational information associated with the first device and the second device. The embodiment may create a transfer model correlating the amount of time to transfer the first file with the historical operational information associated with each device. The embodiment may determine an estimated amount of time to transfer a second file based on the transfer model and a current operational information about each device. The embodiment may determine whether the estimated amount of time to transfer a second file is above a first threshold amount.

Abstract: Methods, systems, and computer-readable storage media for receiving user input indicating a value of a first setting of one or more settings, the first setting defining a data integrity scenario that is be applied during a query session with a database system, the data integrity scenario defining data sources for reading data in response to one or more navigation requests, if a concurrent change occurs in the database system, receiving a query, reading, data from one or more data sources based on the query and the first setting, selectively caching at least a portion of the data based on the first setting, and providing a result for display to a user that submitted the query.