专利快速检索-快速检索全球专利，免费商用专利数据库-IPRDB

1. 发明申请

WO2022200063A1 SOFTWARE MICROSERVICE GENERATION 审中-公开
公开(公告)号：WO2022200063A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056219
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： ZIOLKOWSKI, Adam , MCCORMICK, Alistair , FERREYRA OLIVARES, Emmanuel , NOPPEN, Johannes
IPC分类号： G06N20/00 , G06N3/12
摘要： A computer implemented method of generating a software service for providing required software functionality comprising: accessing a software component having functionality including and exceeding the required functionality; defining verification test for verifying that the software component includes the required functionality; applying a genetic algorithm to the software component to iteratively adapt the software component over a plurality of generations, wherein each generation of the software component is adapted by removal of one or more portions of the software component of a preceding generation, wherein the adaptation for a generation is selected from a set of candidate adaptations based on a determination of a fitness of the component so adapted, the fitness being determined by the verification test, wherein the iteration of the genetic algorithm ceases in response to a stopping condition such that, on cessation, the latest generation of the software component constitutes the software service.

2. 发明申请

WO2022200071A1 CODE MANAGEMENT SYSTEM UPDATING 审中-公开
公开(公告)号：WO2022200071A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056233
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： NOPPEN, Johannes , MCCORMICK, Alistair , ZIOLKOWSKI, Adam , KHAN, Naveed , ABU-TAIR, Mamun , MCCLEAN, Sally , ALI, Aftab
IPC分类号： G06F8/71 , G06F8/75 , G06F8/77 , G06F8/72 , G06N20/20 , G06N5/00
摘要： A computer implemented method of updating software code in a code management system, the method comprising: receiving candidate code for merging with the code in the code management system; extracting each of a plurality of features of the candidate code, each feature being based on one or more predetermined metrics of the candidate code; processing at least a subset of the extracted features by each of a plurality of disparate classifiers, each classifier being trained by a supervised training method to identify one or more software code defects, such that each classifier identifies a set of features as indicative of a software code defect, wherein intersections between a predetermined number of the sets of features identified by the classifiers are indicated as prospective code defects; selectively merging the candidate code with the code in the code management system based on the prospective code defects; the method further comprising, for each of before and after the selective merging step, performing the steps of: i) extracting each of a plurality of features of the code in the code management system, each feature being based on one or more predetermined metrics of the code in the code management system; ii) processing at least a subset of the extracted features from the code in the code management system by each of the plurality of disparate classifiers such that each classifier identifies a set of features indicative of a software code defect, wherein intersections between a predetermined number of the sets of features identified by the classifiers are indicated as code defects in the code in the code management system, so as to generate indications of code defects in the code in the code management system before and after the selective merging step; comparing the indications of code defects in the code in the code management system before and after the selective merging step to identify code defects introduced by the selective merging step; and responsive to the identified code defects introduced by the selective merging step, performing a remediation process on the code in the code management system.

3. 发明申请

WO2022200070A1 SOFTWARE CODE CONSOLIDATION 审中-公开
公开(公告)号：WO2022200070A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056232
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： MCCORMICK, Alistair , ZIOLKOWSKI, Adam , FERREYRA OLIVARES, Emmanuel , NOPPEN, Johannes
IPC分类号： G06F8/72 , G06F8/35 , G06F8/74 , G06F8/41
摘要： A computer implemented method to generate a software service from software code for a software component, the method comprising: converting the code to a model representation, the model including elements corresponding to functional components in the code and relationships between elements corresponding to one or more of functional links and data relationships between the functional components; applying a clustering method to the model to define a plurality of clusters of elements of the model, each cluster of elements representing a set of functional components in the code corresponding to the elements in the cluster; monitoring the software code in execution to identify a set of functional components in the code corresponding to a cluster of elements in which the set of functional components is collectively stateless between executions of any of the functional components in the set; and generating a software service as an executable software component comprising the identified set of functional components.

4. 发明申请

WO2022200069A8 INTELLIGENT AI ARCHITECTURE SELECTION 审中-公开
公开(公告)号：WO2022200069A8
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056230
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： ZIOLKOWSKI, Adam , MCCORMICK, Alistair , FERREYRA OLIVARES, Emmanuel , NOPPEN, Johannes
IPC分类号： G06N3/12 , G06F8/30 , G06N3/126
摘要： A computer implemented method of deploying an artificial intelligence (Al) algorithm to model a function comprising: defining a verification test for verifying that the Al algorithm models the function, the fitness test being defined based on a set of input/output pairs each indicating the required output of the function for an input; defining a machine learning component having a machine learning algorithm and a configuration, the machine learning algorithm being trained based on training data to model the function; iteratively adapting the machine learning component over a plurality of generations, wherein each generation of the component is adapted by modifying the configuration of the component, and wherein the adaptation for a generation is selected from a set of candidate adaptations based on a determination of a fitness of the component so adapted, the fitness being determined by the verification test, wherein the iteration ceases in response to a stopping condition such that, on cessation, a latest generation of the machine learning component is selected to constitute the Al algorithm modelling the function...

5. 发明申请

WO2022200065A1 MACHINE LEARNING MODEL MANAGEMENT 审中-公开
公开(公告)号：WO2022200065A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056225
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： NOPPEN, Johannes , KOUROUKLIDIS, Panagiotis , MCCORMICK, Alistair
IPC分类号： G06N20/00
摘要： A computer implemented method for operating a software application including a trained machine learning model, the method comprising: receiving one or more rules for measuring a fitness of the machine learning model according to a predetermined specification of fitness; identifying one or more model data parameters derivable from the machine learning model required for execution of the rules; retrieving the identified 0 parameters; executing the rules to determine a measure of fitness of the machine learning model; and responsive to a determination that the measure of fitness meets a predetermined threshold measure to indicate insufficient fitness, performing one or more adjustments to the application such that a measure of fitness of the machine learning model meets a predetermined threshold measure to indicate sufficient fitness.

6. 发明申请

WO2022200069A1 SOFTWARE MICROSERVICE GENERATION 审中-公开
公开(公告)号：WO2022200069A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056230
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： ZIOLKOWSKI, Adam , MCCORMICK, Alistair , FERREYRA OLIVARES, Emmanuel , NOPPEN, Johannes
IPC分类号： G06N3/12 , G06F8/30
摘要： A computer implemented method of generating a software service for providing required software functionality comprising: accessing a software component having functionality including and exceeding the required functionality; defining verification test for verifying that the software component includes the required functionality; applying a genetic algorithm to the software component to iteratively adapt the software component over a plurality of generations, wherein each generation of the software component is adapted by removal of one or more portions of the software component of a preceding generation, wherein the adaptation for a generation is selected from a set of candidate adaptations based on a determination of a fitness of the component so adapted, the fitness being determined by the verification test, wherein the iteration of the genetic algorithm ceases in response to a stopping condition such that, on cessation, the latest generation of the software component constitutes the software service.

7. 发明申请

WO2022200064A1 UPDATING SOFTWARE CODE IN A CODE MANAGEMENT SYSTEM 审中-公开
公开(公告)号：WO2022200064A1
公开(公告)日：2022-09-29
申请号：PCT/EP2022/056224
申请日：2022-03-10
申请人： BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
发明人： NOPPEN, Johannes , ALI, Aftab , ABU-TAIR, Mamun , MCCLEAN, Sally , ZIOLKOWSKI, Adam , MCCORMICK, Alistair , KHAN, Naveed
IPC分类号： G06F8/71 , G06F8/77 , G06F11/36
摘要： A computer implemented method of updating software code in a code management system, the method comprising: receiving candidate code for merging with the code in the code management system; extracting each of a plurality of features of the candidate code, each feature being based on one or more predetermined metrics of the candidate code; processing at least a subset of the extracted features by each of a plurality of disparate classifiers, each classifier being trained by a supervised training method to identify one or more software code defects, such that each classifier identifies a set of features as indicative of a software code defect, wherein intersections between a predetermined number of the sets of features identified by the classifiers are indicated as prospective code defects; selectively merging the candidate code with the code in the code management system based on the prospective code defects.

你已经成功收藏专利！

检索式保存成功!

IPRDB

热门服务

关于我们

友情链接

联系方式