Abstract: Embodiments of the invention relate to processing data records, and for a multi-phase partitioned data reduction. The first phase relates to processing data records and partitioning the records into a first partition of records having a common characteristic and a second partition of records that are not members of the first partition. The data records in each partition are subject to intra-partition data reduction responsive to a resource constraint. The data records in each partition are also subject to an inter-partition data reduction, also referred to as an aggregation to reduce a footprint for storing the records. Partitions and/or individual records are logically aggregated and a data reduction operation for the logical aggregation of records takes place in response to available resources.

Abstract: A method for in-band de-duplication, the method may include receiving by a hardware accelerator, a received packet of a first sequence of packets that conveys a first data chunk; applying a data chunk hash calculation process on the received packet while taking into account a hash calculation result obtained when applying the data chunk hash calculation process on a last packet of the first sequence that preceded the received packet; wherein the calculating of the first data chunk hash value is initiated before a completion of a reception of the entire first data chunk by the hardware accelerator.

Abstract: Techniques are provided to allow a user to interact with a computer to automatically analyze a transcript and provide interactive feedback pertaining to interactions between the user and other parties. This may be accomplished by dividing the transcript into text sequences, such as sentences, and matching each text sequence against a set of rules that define patterns that relate text sequences to particular characteristic categories. These matches can be further scored and ranked to allow particular text sequences to be interactively displayed to the user in response to selection of a particular categorization.

Abstract: Methods, systems, and computer readable media for performing metadata-driven data collection are disclosed. In some examples, a method includes receiving a request for system status data for components of a distributed computing system while the distributed computing system is in operation. The request includes metadata specifying a data collection sequence for collecting component-level system status data. The components include compute components, network components, and storage components. The method includes obtaining, using the metadata, the component-level system status data by querying protocol-based data collectors in an order, one after the other, as specified by the data collection sequence specified by the metadata. The method includes assembling the component-level system status data into assembled status data and storing the assembled status data in memory and/or a repository.

Abstract: An intuitive interface that allows a non-technical person to search a computer database without having to understand the underlining database software or its structure by assembling a graphical database query.

Abstract: Techniques for flexibly controlling data uniqueness which are applicable to different types of data that require different data uniqueness control. Control information mapped by a data storage space of a database is determined. The control information and data to be written into the data storage space is combined to obtain a combination result. The techniques of the present disclosure determine whether there is another combination result that is the same as the combination result. The techniques of the present disclosure, in response to determining that there is another combination result that is the same as the combination result, reject to write into the data storage space the data to be written into the data storage space of the database; or modify the another data in the database.

Abstract: An in-memory computing system for conducting on-line transaction processing and on-line analytical processing includes system tables in main memory to store runtime information. A statistics service can access the runtime information using script procedures stored in the main memory to collect monitoring data, generate historical data, and other system performance metrics while maintaining the runtime data and generated data in the main memory.

Abstract: Systems, methods, and other embodiments associated with anomaly detection using tripoint arbitration are described. In one embodiment, a method includes identifying a set of clusters that correspond to a nominal sample of data points in a sample space. A point z is determined to be an anomaly with respect to the nominal sample when, for each cluster, a tripoint arbitration similarity between data points in the cluster calculated with z as arbiter is greater than a threshold.

Abstract: A method and apparatus for generating composite documents from document containers using a set of rules to populate slots in the containers with variable content is presented. The present invention allows the user to produce many individual, customized documents from a single container or set of linked containers and a set of content items stored in a database. Each container includes a set of rules that establish one-to-one, one-to-many, many-to-many, or circular mappings between slots and content items. In one or more embodiments, the present invention may be used to create customized composite photograph collages, such as custom school pictures, where each generated document is a photograph collage that features a photograph of an individual student in a central, enlarged, or more prominent position, with smaller photographs of the other students in the class or school in less prominent positions in the collage.

Abstract: Systems and methods for rapid importation of data including temporally tracked object recognition. One of the methods includes receiving datasets each indicating information associated with one or more objects. Information indicating unique identifying information associated with the objects is accessed, and an updated dataset joining information from datasets that is associated with each object is generated. The updated dataset is maintained to include most recent versions of each of the datasets, with one or more datasets being replaced with more recent versions, and with one or more other datasets being propagated to be the most recent versions. Queries received from clients are responded to, with the queries indicating requests for specific information related to objects.

Abstract: The present disclosure describes methods, systems, and computer program products for allowing reuse of existing query frameworks to build new on-demand services. One design-time computer-implemented method includes transmitting a request for available reports to a report repository which is transmitted to a generic report provider on a backend enterprise reporting planning (ERP) system, transmitting a request to a report catalog user interface for a selected report returned by the generic report provider, transmitting a request for metadata to the generic report provider.

Abstract: A size associated with a first content file is determined to be less than a threshold size. In response to determining that the size associated with the first content file is less than the threshold size, a combined metadata structure is updated at least in part by combining metadata of the first content file with metadata of a second content file in the combined metadata structure. A snapshot tree is updated to reference a first portion of the combined metadata structure corresponding to the first content file and to reference a second portion of the combined metadata structure corresponding to the second content file.

Abstract: A method of collecting and organizing online resources may include selecting an item from an electronic document. The method may include extracting data related to the item from the electronic document. The method may include identifying whether a first list that includes the item is associated with the electronic document. The method may include refining the first list in response to an identification of the first list. The method may include generating a second list that includes the item in response to a failure to identify the first list. The method may include verifying that the first list is consistent with a user interest. The method may include saving the first list to an electronic data storage device when the first list is consistent with the user interest. The method may include selecting a second item when the first list is inconsistent with the user interest.

Abstract: Systems and methods are provided that employ a client side browser application and server side website applications that use optimization, prefetching, and caching of user interactions. These are used in combination with mouseover callouts to provide browsable search result refinements and additional product information. The systems and methods can be applied to site search applications and site-wide navigation and can be integrated with web analytics solutions to optimize the user interface and information provided based on real time end user browsing trends.

Abstract: The subject invention functions to use available data and information to automatically create narrative stories that describes domain events, circumstances and/or entities in a comprehensible and compelling and audience customized, manner. Computer executable instructions provide for generating a narrative story using standard and uniform structures and data for receiving domain related data and a story specification, parsing the story specification to provide constituent components, transforming the constituent components into executable code, instantiating content blocks having at least one feature for the domain according to the story specification and rendering the narrative story using the constituent components specified by the content blocks.

Abstract: Various examples are directed to systems and methods for managing a database to include data from an external data source. A database engine may receive a request to add a reference column to a database described by a database schema. The request may comprise a location parameter describing a location of the external data source comprising data for populating the reference column and a data identifying parameter describing data at the external data source for populating the reference column. The database engine may modify the database schema to include the reference column, send a query to the external data source to obtain at least one data item for populating the reference column, and populate the reference column with the at least one data item.

Abstract: A method of managing device data related to a data center infrastructure includes generating, by a first server, a first portion of the device data in response to a change in a status of at least one of a plurality of data center infrastructure devices, storing, by a second server, the first portion of the device data in a database, generating, by the first server, a second portion of the device data in response to a request for data that is not contained in the database, the second portion of the device data being different than the first portion of the device data and being generated in a lightweight format, and displaying, in response to a user request, at least a portion of the device data using a user interface that is provided to the client computer by the second server.

Abstract: According to embodiments, a derived cache that is derived from a first instance of particular data is used to speed up queries and other operations over a second instance of the particular data. Traditionally, a DBMS generates and uses derived cache data only for the database data from which the derived data was derived. However, according to embodiments, derived cache data associated with a first instance of database data is relocated to the location of a second, newly created, instance of the database data. Since the derived cache data is derived from an identical copy of the database data, the cache data derived for the first instance can successfully be used to speed up applications running over the second instance of the database data.

Abstract: The present disclosure describes storing backup images in backup storage using snapshots. In response to receipt of a backup image that includes a complete copy of client data, a storage unit is generated and the backup image is stored in the storage unit. In response to receipt of a streamlined backup image that includes changed client data and metadata identifying unchanged client data in a base backup image, a base storage unit that includes the base backup image is identified, a snapshot is taken of the base storage unit (which generates a snapshot), and the streamlined backup image is stored on the snapshot. The metadata of the streamlined backup image is analyzed to identify portions of the base backup image that are not referenced by the streamlined backup image, which are removed from the snapshot.

Abstract: The disclosed embodiments provide a system that manages synchronization between a profile store and a source of truth that is used to update the profile store via a real-time link. During operation, the system obtains a first set of attributes from a profile for an entity in the profile store and a second set of attributes for the entity from the source of truth. The system then compares the first and second sets of attributes for mismatches between the first and second sets of attributes. When a mismatch between the first and second sets of attributes is found, the system corrects the mismatch by modifying the first set of attributes in the profile store with one or more values from the second set of attributes to improve subsequent use of the profile in the profile store by the set of remote offerings.