Abstract: The present invention extends to methods, systems, and computing system program products for iteratively calculating a Z-score for Big Data. Embodiments of the invention include iteratively calculating one or more components of a Z-score for a modified computation subset based on the one or more components of a Z-score calculated for a previous computation subset and then calculating a Z-score for a selected data element in the modified computation subset based on one or more of the iteratively calculated components. Iteratively calculating a Z-score avoids visiting all data elements in the modified computation subset and performing redundant computations thereby increasing calculation efficiency, saving computing resources and reducing computing system's power consumption.

Abstract: The present invention extends to methods, systems, and computer program products for training a classification model to predict categories. In one implementation, a method identifies category mappings generated for dominant queries associated with a query log. The method identifies mappings between a first set of queries and categories shown for the first set of queries, and identifies mappings between a second set of queries and clicked products for the second set of queries. A classification model is trained based on the mappings generated for dominant queries, the mappings between queries and the shown categories, and the mappings between queries and the clicked products.

Abstract: Embodiments of the invention are directed to systems, methods, and computer program products for automating data validation. The system is configured to receive the initial data set in the first data structure from a network of distributed servers; transform the initial data set into an expected data set having the second data structure using a first mapping logic; use the expected data set to validate a converted data set that was generated by converting the initial data set into the second data structure using a second mapping logic; and transmit control signals configured to cause a user device associated with the user to receive a notification indicating that the match is within the pre-determined tolerance level.

Abstract: Systems and methods may provide for implementing a dynamic search service. In one example, the method may include receiving information relating to a topic of interest to a user, analyzing the information to determine a search parameter, conducting a coordinated search of content utilizing a plurality of device, generating and gathering results of a coordinated search from the plurality of devices, and generating a result communication including at least one result of the coordinated search.

Abstract: In general, embodiments of the technology relate to a method and system for implementing a dynamic content type (DCT) in a content management system. More specifically, embodiments of the technology relate to using a DCT in order to change and/or extend the functionality of the content management system.

Abstract: A method for estimating mobile device performance is provided. The method includes accessing device information, application information and usage information from a plurality of mobile devices and receiving a user selection that indicates a type of mobile device and one or more applications. The method includes determining an impact the one or more applications cause to the selected type of mobile device, in terms of resources of the selected type of mobile device, based on the user selection and based on the device information, application information and usage information from the plurality of mobile devices. The method includes communicating information about the impact, in terms of the resources of the selected type of mobile device. A computer readable media and a system are also provided.

Abstract: In one embodiment, a method for managing content in a content distribution network (CDN) is provided. The CDN includes a main controlling server, an edge node connected to the main controlling server, and an indexing system connected to the main controlling server. The method includes executing the following steps at the main controlling server: monitoring whether used storage space of the edge node exceeds a predetermined threshold value; acquiring a list of protected files (U1) from the indexing system if the used storage space exceeds the predetermined threshold value; performing directory traversal for the edge node to get a list of object files (U0) whose difference between latest modified time and the current time exceeds a predetermined time range; getting a list of files to be deleted U2=U0?U1; and deleting each of the file included in U2 from the edge node.

Abstract: A system includes generation of a query to retrieve, from a first database table, a result set conforming to query parameters for all entries of a second table stored in a volatile memory of a query client, serialization of the second table into the volatile memory, copying of the serialized second table into a second volatile memory of a data server, de-serialization of the serialized second table into the second volatile memory, determination of a plurality of entries of the first database table which are associated with the second table, and determination of the result set from the plurality of entries based on the query parameters.

Abstract: A data management system for indexing administrative data of a contact center is disclosed. The data management system includes one or more unified communication devices configured to store the administrative data. The data management system further includes a crawler configured to collect the administrative data from the one or more unified communication devices. The data management system further includes a probing device configured to enable the crawler to communicate and retrieve the administrative data from the one or more unified communication devices. The data management system further includes a temporary database configured to store the collected administrative data; wherein the temporary database stores the collected administrative data in a plurality of flat file tables. The data management system further includes an indexing server configured to index the stored administrative data; wherein the indexed administrative data is searchable through one or more user search queries.

Abstract: Load Plan Generator (LPG) is a BIAPPS utility for generating ODI load plans based on desired subset of fact tables for loading BIAPPS Data Warehouse. The tool simplifies the configurations process by minimizing the manual steps and configurations and provides a guided list of configurations steps and checklists. The load plan components are basically different sets of load plans that will be stitched together by the load plan generator to create one load plan for loading chosen fact groups in the warehouse sourcing from different transaction systems.

Abstract: A system and method for performing large-scale data processing using a statistical programming language are disclosed. One or more high-level statistical operations may be received. The received high-level statistical operations may be dynamically translated into a graph of low-level data operations. The unnecessary operations may be removed and operations may be fused or chained together. Operations may then be grouped into distributed data processing operation. The low-level operations may then be run.

Abstract: To establish a link between data fields related by similar data or similar information, a data management application parses data fields of data structures residing in a data store. The attributes and attribute values corresponding to the data fields are determined. The attributes and attribute values are compared and related data fields are determined. A parent data field from the related data fields is determined. A link is established between the parent data field and the data fields from the related data fields.

Abstract: Techniques are disclosed for allowing users to access data libraries associated with multiple, isolated runtime environments (RTEs). A web query application receives a query and determines an RTE to execute the query against. The web query application determines whether a current RTE matches the determined RTE. If the web query application determines that the current RTE does not match the determined RTE, the web query application configures a server computing system to access the determined RTE and execute the query against data libraries associated with the determined RTE. If the web query application determines that the current RTE matches the determined RTE, the web query application executes the query against the data libraries associated with the current RTE.

Abstract: Techniques, including systems are methods, for analyzing data from multiple sources are disclosed and suggested herein. In an embodiment, information from one or more information sources is received. The received information is stored in one or more data stores that collectively implement one or more ontologies. One or more conditions are applied to the information in the one or more data stores to determine a conclusion.

Abstract: In an on demand database system, a query engine applies a custom index for inner queries. The query engine receives a query and determines that the query has an inner query nested within the primary query. The query engine identifies that a custom index exists for a client associated with the query, and applies the custom index to filter results for the query. The custom index includes a subset of information of a table that includes accounts for multiple different clients. By using the custom index, the query engine can filter the results more efficiently that if solely using the multiple client table.

Abstract: Systems (100) and methods (1000) for dynamic data storage within a network. The method comprising: receiving at least one first data file (202) comprising first data (302-320); segmenting the first data so as to form a plurality of first data segments (208); processing each of the first data segments to transform at least one first attribute of a plurality of attributes thereof so as to form a second data segment (210); storing the second data segments respectively in a plurality of different data stores (116-120); and dynamically changing physical locations where the second data segments are stored in response to an occurrence of a first trigger event. In some scenarios, the method steps may be iteratively repeated in response to one or more second trigger events (which may be the same as or different than the first trigger event).

Abstract: Techniques are disclosed for allowing users to access data libraries associated with multiple, isolated runtime environments (RTEs). A web query application receives a query and determines an RTE to execute the query against. The web query application determines whether a current RTE matches the determined RTE. If the web query application determines that the current RTE does not match the determined RTE, the web query application configures a server computing system to access the determined RTE and execute the query against data libraries associated with the determined RTE. If the web query application determines that the current RTE matches the determined RTE, the web query application executes the query against the data libraries associated with the current RTE.

Abstract: An information management method allows presenting the usage of each of storage areas in a visually intuitive manner, the method including: obtaining user configuration information in each of the storage areas; receiving a designated user ID and obtaining user information corresponding to the designated user ID; and displaying an image, wherein when displaying an image, a first image is displayed for a storage area that stores user configuration information regarding a user identified by the designated user ID or the user information, a second image is displayed for a storage area that stores user configuration information regarding a user different from the user identified by the designated user ID or the user information, and a third image is displayed for a storage area that stores user configuration information indicating that the storage area is not being used for any user.

Abstract: Computer-implemented method of and system for searching an inverted index having a plurality of posting lists, comprising: Receiving a search query including a plurality of search terms to be searched. Multithreadedly searching a plurality of complementary sets of corresponding interspaced segments of each of the plurality of posting lists corresponding to the plurality of search terms, each set being searched via a separate thread to yield per-thread search results. Aggregating the per-thread search results to yield aggregated search results. Transmitting at least a portion of the aggregated search results.

Abstract: The present application discloses a method, a server and a computer readable storage medium for segmenting a search query. The server receives a query segmentation request including a search query, and the search query further includes an ordered sequence of semantic elements. Each semantic element is correlated with one or more predetermined search terms each at least including the respective semantic element. The server further modifies the search terms by replacing irrelevant semantic elements with segmentation identifiers. The modified search terms are then combined to form combined search queries each of which includes the ordered sequence of semantic elements and at least one segmentation identifier that separates the semantic elements. A specific combined search query is identified based on search probabilities of the combined search queries, and the search query is segmented according to a location of at least one segmentation identifier in the specific combined search query.