Abstract: The present disclosure relates to a computer receiving a current training dataset. A first fraction of the training dataset comprises synthetic training data and a remaining second fraction of the training dataset comprising real-life training data. The real-life training data is user defined data and the synthetic training data is system defined data. A machine learning based engine is trained and may repeatedly be performed by using the current training dataset. In each iteration or a subset of the iterations, the training dataset is updated by adding real-life training data, thereby increasing the second fraction in the updated training dataset and reducing the first fraction of the synthetic training data.

Abstract: This invention relates to query management. A query management method includes receiving a database query, generating an abstract syntax tree representation of the database path query into a set of java objects, and processing the abstract syntax tree representation of the database path query. The method further includes determining a selector upon processing the abstract syntax tree representation of the database path query and deriving a SELECT clause from the selector clause, where the SELECT clause indicates a portion of an expression from an XMeta Query Language (XMQL) query. The method yet further includes appending a FROM clause to the expression for the XMQL query, appending a WHERE clause to the expression for the XMQL query, and executing the expression for the XMQL query including the appended FROM clause and also the appended WHERE clause to access objects in an object repository.

Abstract: This invention relates to query management. A query management method includes receiving a database query, generating an abstract syntax tree representation of the database path query into a set of java objects, and processing the abstract syntax tree representation of the database path query. The method further includes determining a selector upon processing the abstract syntax tree representation of the database path query and deriving a SELECT clause from the selector clause, where the SELECT clause indicates a portion of an expression from an XMeta Query Language (XMQL) query. The method yet further includes appending a FROM clause to the expression for the XMQL query, appending a WHERE clause to the expression for the XMQL query, and executing the expression for the XMQL query including the appended FROM clause and also the appended WHERE clause to access objects in an object repository.

Abstract: This invention relates to query management. A query management method includes receiving a database query, generating an abstract syntax tree representation of the database path query into a set of java objects, and processing the abstract syntax tree representation of the database path query. The method further includes determining a selector upon processing the abstract syntax tree representation of the database path query and deriving a SELECT clause from the selector clause, where the SELECT clause indicates a portion of an expression from an XMeta Query Language (XMQL) query. The method yet further includes appending a FROM clause to the expression for the XMQL query, appending a WHERE clause to the expression for the XMQL query, and executing the expression for the XMQL query including the appended FROM clause and also the appended WHERE clause to access objects in an object repository.

Abstract: This invention relates to query management. A query management method includes receiving a database query, generating an abstract syntax tree representation of the database path query into a set of java objects, and processing the abstract syntax tree representation of the database path query. The method further includes determining a selector upon processing the abstract syntax tree representation of the database path query and deriving a SELECT clause from the selector clause, where the SELECT clause indicates a portion of an expression from an XMeta Query Language (XMQL) query. The method yet further includes appending a FROM clause to the expression for the XMQL query, appending a WHERE clause to the expression for the XMQL query, and executing the expression for the XMQL query including the appended FROM clause and also the appended WHERE clause to access objects in an object repository.

Abstract: This invention relates to a service registry and repository system, method and computer program product for accessing objects in an object repository. A method of managing an object database for objects comprising: receiving a database XPATH query; translating the database path query into an object query; and querying the object database using the object query. The translating comprises: breaking the path query into nodes; examining each node to identify objects for selection and objects from which selection is made; consolidating objects for selection from each node; consolidating objects from which selection is made; and forming the object query from a SELECT clause made up of the consolidated objects for selection from each node and from a FROM clause made up of the consolidated objects from which selection is made.

Abstract: Embodiments of the invention relate to a service registry and repository system, method and computer program product for accessing objects in an object repository. There is provided a method of managing an object database for objects that includes receiving an object query; querying the object database using the object query; receiving a hierarchical collection of objects including a root object; and returning only those objects that are within a specific depth of the root object and that do not represent user-defined relationships. The returning step maps the objects from a proprietary object format into a standard object format and optionally the standard object format is the Service Definition Object format (SDO).

Abstract: A service registry and repository method for managing an object database for objects. The method includes receiving a database path query expression including both a main expression and a treat-as expression. The method also includes translating the query expression into an object query and querying the object database using the object query. In particular, the translating includes breaking the expression into nodes, examining each node to identify objects for selection and from which selection is made, consolidating objects for selection from each node in the sub-expression into a sub-SELECT clause, consolidating objects for selection in each node of the main expression into a SELECT clause, consolidating objects from which selection is made from nodes in the sub-query into a sub-FROM clause, consolidating objects from which selection is made from nodes in the main query into a FORM clause, and forming the object query from the SELECT, FROM and WHERE clauses.

Abstract: A service registry and repository method, system, computer program product and web service for managing an object database for objects where each node for locating objects for selection utilizes predicates for the object; inferring subclasses of an identified class if a predicate is a class classification function; consolidating object predicates including subclasses if a predicate is a class classification function; and appending specific clauses to the object query, then querying the object database using the object query.

Abstract: This invention relates to a service registry and repository system, method and computer program product for accessing objects in an object repository. There is provided a method of managing an object database for objects comprising: receiving an object query; querying the object database using the object query; receiving a hierarchical collection of objects including a root object; and returning only those objects that are within a specific depth of the root object and that do not represent user-defined relationships. The returning step maps the objects from a proprietary object format into a standard object format and optionally the standard object format is the Service Definition Object format (SDO).

Abstract: A service registry and repository method, system, computer program product and web service for managing an object database for objects comprising: receiving a database path query expression comprising a main expression and a treat-as expression; translating the database path query expression into an object query; and querying the object database using the object query; wherein the translating comprises: breaking the path query expression into nodes; examining each node to identify objects for selection and objects from which selection is made; consolidating objects for selection from each node in the sub-expression into a sub-SELECT clause; consolidating objects for selection in each node of the main expression into a SELECT clause; consolidating objects from which selection is made from nodes in the sub-query into a sub-FROM clause; consolidating objects from which selection is made from nodes in the main query into a FORM clause; and forming the object query from the SELECT clause; from the FROM clause; and

Abstract: This invention relates to a service registry and repository system, method and computer program product for accessing objects in an object repository. A method of managing an object database for objects comprising: receiving a database XPATH query; translating the database path query into an object query; and querying the object database using the object query. The translating comprises: breaking the path query into nodes; examining each node to identify objects for selection and objects from which selection is made; consolidating objects for selection from each node; consolidating objects from which selection is made; and forming the object query from a SELECT clause made up of the consolidated objects for selection from each node and from a FROM clause made up of the consolidated objects from which selection is made.

Abstract: This invention relates to a service registry and repository system, method and computer program product for accessing objects in an object repository. There is provided a method of managing an object database for objects comprising: receiving an object query; querying the object database using the object query; receiving a hierarchical collection of objects including a root object; and returning only those objects that are within a specific depth of the root object and that do not represent user-defined relationships. The returning step maps the objects from a proprietary object format into a standard object format and optionally the standard object format is the Service Definition Object format (SDO).

Abstract: A service registry and repository method, system, computer program product and web service for managing an object database for objects comprising: receiving an database path query; breaking the path query into nodes; examining each node to locate objects for selection and objects from which selection is made; consolidating objects for selection from each node; consolidating objects from which selection is made; examining each node to locate predicates for each object; inferring subclasses of an identified class if a predicate is a class classification function; consolidate object predicates including subclasses if a predicate is a class classification function; and appending a WHERE clause to the object query made up of the consolidated object predicates; forming an object query from a SELECT clause made up of the consolidated objects for selection from each node and from a FROM clause made up of the consolidated objects from which selection is made; and querying the object database using the object query.

Abstract: This invention relates to a service registry and repository system, method and computer program product for accessing objects in an object repository. There is provided a method of managing an object database for objects comprising: receiving an object query; querying the object database using the object query; receiving a hierarchical collection of objects including a root object; and returning only those objects that are within a specific depth of the root object and that do not represent user-defined relationships. The returning step maps the objects from a proprietary object format into a standard object format and optionally the standard object format is the Service Definition Object format (SDO).