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98 results about "Process description" patented technology

Modeling system and method for visual machine learning training model

The invention relates to a modeling system and method for a visual machine learning training model. The modeling system for a visual machine learning training model includes a process designer, a process analyzer, and a process scheduler, wherein the process designer is used for according to dragging operation of the graphic algorithm component selected by a user, establishing the data flow direction between the algorithms in the graphic algorithm component, and generating the process description language; the process analyzer is used for analyzing the process description language generated from the process designer, creating the corresponding learning component, and generating the corresponding Spark learning pipeline; and the process scheduler is used for submitting the Spark learning pipeline to a Spark cluster to perform model training. By selecting the corresponding graphic algorithm component, establishing the data flow direction between the algorithms through dragging, generating the process description language, analyzing the process description language, creating the corresponding learning components according to the node class name and the attribute, generating the corresponding Spark learning pipeline, and submitting the Spark learning pipeline to the Spark cluster for performing model training, the modeling system and method for a visual machine learning training model can realize high quality machine learning modeling.
Owner:北京天机数测数据科技有限公司

Conceptual process redactor

Conceptual Process Redactor (CPR) is a method and system, for describing and translating conceptual descriptions of objects and their methods to OOPS object layouts and methods. CPR utilizes conceptual structures (C-structures or CPR classes), to describe information. C-structures are hierarchical information structures, and each hierarchical path is considered as a CPR data type. Thus, instead describing data in terms of OOPS data types, which are bound to storage layouts of the underlying machines, CPR describes data in terms of CPR data types, which may be regarded as concepts. The CPR translator, translates the CPR data types to their Oops equivalents by making use of Type Translation library, supplied with the CPR class description. CPR data types are unique within the class they are defined, and hence serve to identify the field as well describe a data type. Thus, a typical usage like Part quantity field of sales order header is now a data type in its own right, as well as a field. The uniqueness of the CPR data types is made use of in identifying the parameters of a method, if the context in which the method is invoked in known a priori. The CPR system provides a mechanism, called collaboration, to conceptualize process descriptions. As per collaboration, a group of objects may collaborate to accomplish a particular task (method). The collaboration serves as a context, and hence method invocations in CPR may omit the parameters, and these are identified from the collaboration. Each object acts as a client and the rest of the objects and temporary variables, act as servers. The client/server relationship is made use of by process descriptions called CPR Interface groups, which are specified for each of the collaboration objects, participating in the collaboration. In addition, to the intra object client/server relationship, objects are broadly classified as data sources or data containers, where the first form is considered as a sequential representation of data, and the latter form is considered as a random representation of data. Each data source may be grouped with zero or more data containers, and each such group is called a collaboration group. One or more collaboration groups may be specified in a table called the collaboration table, and collaboration groups with sequential group numbers are considered as a logical unit of execution. Thus, collaboration groups and the associated client/server relationship between the objects in the collaboration groups, may be used to conceptualize fairly complex method descriptions. The CPR translator will translate the process descriptions specified as CPR Interface groups for the collaboration objects into oops methods. The CPR runtime system provides necessary support to access/update the collaboration objects, and to invoke the oops methods generated during translation.
Owner:PATRUDU PILLA GURUMURTY

Critical displacement forecasting and early warning method based on slope deformation failure mechanism

InactiveCN103712587ADetermine the deformation valueEarthquake measurementSeismologySlope monitoringProcess description
The invention provides a critical displacement forecasting and early warning method based on a slope deformation failure mechanism. On the basis of the deformation relationship between the push type slope stable deformation mechanism, critical block division and rock and earth mass mechanical properties and a sliding surface and on the basis of analysis of evolutionary characteristics of different points of the sliding surface, a sliding surface displacement deciding method based on calculation of a displacement current situation stability coefficient and based on side slope surface displacement is put forward, and therefore forecasting and early warning are achieved. The critical displacement forecasting and early warning method has the advantages that deformation values of different points on the sliding surface, the slope and the slope surface can be determined when the slope is damaged; process description of slope gradual failure deformation and force can be achieved; through combination with a current slope monitoring value, stability of the slope under different deformation conditions can be analyzed, and the stability coefficient of the slope can be calculated; through combination with the deformation history, durability evaluation can be implemented for the slope protection measures.
Owner:HUBEI UNIV OF TECH

Database kernel query optimization method based on equivalence class

The invention belongs to the field of software, and provides a database kernel query optimization method based on an equivalence class. The method comprises the steps of using a function for processing description after the keyword 'from' and before the keyword 'where' in sql sentences after inquire statements enter a sub query optimizer, processing a nest tree structure with explicit connection or a linked list with no connection mode assigned, extracting list information, obtaining list objects, initializing the Col and Eclass bit variables contained by the list objects, and filling a linked list RELS; processing the restricted condition linked list 'quals' after the 'on' and after the 'where' in the sql sentences, and carrying out transmission on the restricted conditions according to the Eclass bit variables; entering an enumerator, enlarging planed searching space according to the Eclass bit variables, enumerating more equivalence plans, and entering a cost calculator to count cost; obtaining the plan with the minimum cost as a final execution plan, wherein the execution plan is compiled into an execution tree, and the execution plan is sent to an actuator to be executed. The database kernel query optimization method based on the equivalence class has the advantages of being high in performance.
Owner:YONYOU NETWORK TECH

Automatic service arrangement method and device based on parameter driving

The invention provides an automatic service arrangement method based on parameter driving. The method comprises defining a plurality of atomic services, wherein each atomic service comprises an attribute, a parameter template registration method and an automatic execution method, the parameter template is used for bearing API parameters, the parameter template registration method is used for registering and calling all parameters required by the API, and the automatic execution method is used for acquiring all parameters required by the API and automatically calling the API; defining a processdescription file which comprises a plurality of ordered automatic execution links, and respectively binding an atomic service; generating a process template according to the process description fileand extracting a parameter template required by each atomic service in the process template; generating a process instance according to the process template and obtaining a parameter value required byeach atomic service in the process instance; and executing the process instance, automatically executing the atomic service in the process instance, and automatically calling the API service by the atomic service according to the acquired parameter value. In addition, the invention further provides an automatic service arrangement device based on parameter driving.
Owner:BOCO INTER TELECOM
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