Abstract: Systems and methods are provided for identifying unsolicited or unwanted electronic communications, such as spam. The disclosed embodiments also encompass systems and methods for selecting content items from a content item database. Consistent with certain embodiments, computer-implemented systems and methods may use a clustering based statistical content matching anti-spam algorithm to identify and filter spam. Such a anti-spam algorithm may be implemented to determine a degree of similarity between an incoming e-mail with a collection of one or more spam e-mails stored in a database. If the degree of similarity exceeds a predetermined threshold, the incoming e-mail may be classified as spam. Further, in accordance with other embodiments, systems and methods may be provided to determine a degree of similarity between a query or search string from a user and content items stored in a database.

Abstract: A method, system, and computer program product to manage a database is disclosed. The method, system, and computer program product may include structuring the database to have a first table having an index and a second table. A first key of the first table may be related to a second key of the second table. The method, system, and computer program product may include creating an entry locator in the index. The method, system, and computer program product may include maintaining an association between the second key of the second table and the entry locator of the index.

Abstract: A method includes receiving first vehicle log data related to modification of a first software part at a first vehicle. The method also includes receiving first ground log data of a first ground system. The first ground log data indicates first chain-of-custody information regarding the first software part. The method further includes analyzing the first vehicle log data and the first ground log data based on baseline data to detect an anomaly. The method also includes sending a notification in response to detecting the anomaly.

Abstract: Highly concurrent systems use lock-coupling for tree traversal wherein only two levels (parent and current) are locked at any time. The parent lock is released as soon as successful lock is attained on the grandchild. The rename technique described here facilitates using finer grained locking and multiple path traversals by changing lock ownerships.

Abstract: A system and method of operating a filesystem for managing filesystem objects is disclosed. The filesystem objects are characterized by metadata parameters included in a global directory object arranged in a plurality of global directory object (GDO) pages. Responsive to receiving a request for creating a new filesystem object, a parent key is obtained. The parent key is indicative of an identifier of a direct parent directory requested for hosting the new filesystem object. A target page that corresponds to the parent key is located within the plurality of GDO pages. The target page further includes a direct parent directory metadata record associated with the direct parent key and includes metadata parameters related to the direct parent directory. An object key is created as corresponding to the same target page, thereby enabling accommodation of an object metadata record, related to the new filesystem object, on the target page.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing query suggestions. In one aspect, a method includes receiving a search string from a user device. A measure of query completeness is determined for the search string. The measure of query completeness is compared to a threshold measure of query completeness. One or more specific query suggestions are provided to the user device, selected from a plurality of specific query suggestions for the search string, when the measure of query completeness exceeds the threshold measure of query completeness; or one or more general query suggestions are provided to the user device, selected from a plurality of general query suggestions for the search string, when the measure of query completeness does not exceed the threshold measure of query completeness.

Abstract: A method, system and computer program product for autonomic caching in an IMDG has been provided. A method for autonomic caching in an IMDG includes receiving from a client of the IMDG a request for a primary query in the IMDG. The method also includes associating the primary query with a previously requested sub-query related to the primary query. Finally, the method includes directing the sub-query concurrently with a directing of the primary query without waiting to receive a request for the sub-query from the client. In this way, the method can proactively predict a receipt of the request for a sub-query following a request for a primary query prior the actual receipt of the request for the sub-query.

Abstract: A method, system and computer program product for dynamic map template discovery and map creation may include determining a frequency of use of a data object in a database and discovering a dynamic map template corresponding to the data object based on the frequency of use of the data object. The method may also include creating a dynamic map from the dynamic map template in response to discovering the dynamic map template.

Abstract: As file systems reach the petabytes scale, users and administrators are increasingly interested in acquiring high-level analytical information for file management and analysis. Two particularly important tasks are the processing of aggregate and top-k queries which, unfortunately, cannot be quickly answered by hierarchical file systems such as ext3 and NTFS. Existing pre-processing based solutions, e.g., file system crawling and index building, consume a significant amount of time and space (for generating and maintaining the indexes) which in many cases cannot be justified by the infrequent usage of such solutions. User interests can often be sufficiently satisfied by approximate (i.e., statistically accurate) answers. A just-in-time sampling-based system can, after consuming a small number of disk accesses, produce extremely accurate answers for a broad class of aggregate and top-k queries over a file system without the requirement of any prior knowledge. The system is efficient, accurate and scalable.

Abstract: A digital license specifies rights with regard to corresponding digital content, and in particular specifies at least one event and for the at least one event at least one of a condition precedent to allowing the event to proceed and an action to be taken once the event has occurred. To respond to a request for an event from a rendering application with regard to the content, event code corresponding to the event is located in the license, and the condition within the event code is evaluated. If evaluated as true, the requested event is allowed to proceed, whereby the rendering application performs the event, and the action within the event code is executed. If evaluated as false, the requested event is denied.

Abstract: Aspects of the subject matter described herein relate to adaptive retention for backup data. In aspects, space may be needed on a backup storage in order to store additional backup data. In response, an indication that space is needed provided to a retention manager. The retention manager attempts to prune data on the backup storage to free up space on the backup storage. Before deleting a version on the backup storage, the retention manager determines whether deletion conditions are met. The retention manager may apply one or more retention policies in its efforts to free space. The retention manager may manage and free the space such that versions of files already stored are preserved for the longest possible time.

Abstract: A method of automatic obstacle location mapping comprises receiving an indication of a feature to be identified in a defined area. An instance of the feature is found within an image. A report is then generated conveying the location of said feature.

Abstract: Data is stored persistently. At least two different items of the data are stored in two different non-conflicting regions or two different physical clusters. A relationship is maintained between the two different items of data. The relationship enables a process to reach any one of the data items from the other data item. Consistency of the relationship is maintained notwithstanding updates of either or both of the items.

Abstract: Methods and systems for using a demand metric for disambiguating a keyword entered from a client machine, the keyword identifying a product brand and ambiguously identifying a product category of the product brand; computing the dominant product category that indicates the probable identity of the product category; and providing signals representing selectable images of aspects of the dominant product category for rendering at the client machine.

Abstract: In an EclipseLink environment, persistence units are associated with a single data source. However, in accordance with an embodiment, a user can define multiple persistence units, each with a different set of entity types (i.e., classes) stored in multiple data sources, and expose them through a single composite persistence unit which combines the entities from across the multiple data sources through a single persistence context. A plurality of different types of data sources can be used, including Java Transaction API (JTA) and non-JTA data sources as well as EclipseLink's native JDBC connection pools. Each member persistence unit continues mapping its classes to its own data source. Therefore, a composite persistence unit allows one to map different entities to different data sources. Composite persistence units can be created at runtime.

Abstract: A system joins predicate evaluated column bitmaps having varying lengths. The system includes a column unifier for querying column values with a predicate and generating an indicator bit for each of the column values that is then joined with the respective column value. The system also includes a bitmap generator for creating a column-major linear bitmap from the column values and indicator bits. The column unifier also determines an offset between adjacent indicator bits. The system also includes a converter for multiplying the column-major linear bitmap with a multiplier to shift the indicator bits into consecutive positions in the linear bitmap.

Abstract: A method, system and apparatus are provided to identify, collect and parse content for business intelligence. Particularly, the method, system and apparatus provide for deriving, over a communication network, knowledge from information indicative of human communication, emotions, reactions, and experiences to evaluate trends and decisions that impact business. Also, a system, method and apparatus are provided for processing and analyzing social media conversations via one or more modules communicating with a social cognition technology platform. A module according to an exemplary implementation of the present invention, implements next-generation business intelligence that finds, aggregates, and interprets an exhaustive source of digital Internet content (such as textual and voice conversational, and word-of-mouth content) in conjunction with a social cognition technology platform.

Abstract: A method, article of manufacture, and apparatus for managing a computing environment, such as a cloud data repository. In some embodiments, this includes modifying an object or a component of an object at runtime and storing the modified object or modified component of an object in a storage device. In some embodiments, the component of an object modified may include traits. In some embodiments, objects or traits may have more than one version.

Abstract: A system, for concurrent calculation of resource qualifications (e.g., skills, educational degree, etc) and availability (e.g., availability to work on a project) using text search. The method commences by initiating a flow for requesting resources, the resource request comprising a qualification requirement indication and a time period requirement indication. The method further comprises retrieving candidate resource documents in a manner so as to calculate an overall match score that is based not only on qualifications, but also on availability. The scoring uses a recoded candidate resource document that comprises qualification attributes as well as time period availability to form an overall match score. The recoding can be performed in an administrative flow (e.g.

Abstract: Method and apparatus for accessing media across networks. The present invention generally allows for media to be provided across a network. A client requests media information from a server so the client can create a local representation of the server's database. The client is then able to manage the media information locally. When the client selects the desired media, it requests the selection from across the network. The server then delivers the selected media.