Automatically converting network monitoring and analysis alarm processing rules into network service assurance system policy engine framework policies

A non-transitory computer-readable medium storing instructions which, when executed by a processing system including at least one processor, cause the processing system to perform operations, the operations comprising:

• acquiring a plurality of network monitoring and analysis alarm processing rules residing in a plurality of flat format data files;
• transforming the plurality of flat format data files into a plurality of comma-separated values format data files;
• clustering the plurality of comma-separated values data files into a plurality of clusters, wherein each cluster of the plurality of clusters contains a subset of the plurality of comma-separated values data files;
• for a selected cluster of the plurality of clusters, aggregating the subset contained within the selected cluster, so that the subset is transformed into a smaller subset;
• applying at least one pre-processing technique to the smaller subset, wherein the at least one pre-processing technique includes a technique that converts the smaller subset of comma-separated values data files into a plurality of javascript object notation format files;
• executing a generative artificial intelligence technique that takes as an input a javascript object notation format file of the plurality of javascript object notation format files and an example network service assurance system policy engine framework policy and generates as an output a code for converting any javascript object notation format file into a network service assurance system policy engine framework policy;
• and
• transforming, using the code, the plurality of javascript object notation format files into a plurality of network service assurance system policy engine framework policies, wherein the plurality of network service assurance system policy engine framework policies encode the plurality of network monitoring and analysis alarm processing rules in a file format that is accessible by a network service assurance system.

A system comprising:

• a processing system including at least one processor;
• and
• a non-transitory computer-readable medium storing instructions which, when executed by the processing system, cause the processing system to perform operations, the operations comprising:
• acquiring a plurality of network monitoring and analysis alarm processing rules residing in a plurality of flat format data files;
• transforming the plurality of flat format data files into a plurality of comma-separated values format data files;
• clustering the plurality of comma-separated values data files into a plurality of clusters, wherein each cluster of the plurality of clusters contains a subset of the plurality of comma-separated values data files;
• for a selected cluster of the plurality of clusters, aggregating the subset contained within the selected cluster, so that the subset is transformed into a smaller subset;
• applying at least one pre-processing technique to the smaller subset, wherein the at least one pre-processing technique includes a technique that converts the smaller subset of comma-separated values data files into a plurality of javascript object notation format files;
• executing a generative artificial intelligence technique that takes as an input a javascript object notation format file of the plurality of javascript object notation format files and an example network service assurance system policy engine framework policy and generates as an output a code for converting any javascript object notation format file into a network service assurance system policy engine framework policy;
• and
• transforming, using the code, the plurality of javascript object notation format files into a plurality of network service assurance system policy engine framework policies, wherein the plurality of network service assurance system policy engine framework policies encode the plurality of network monitoring and analysis alarm processing rules in a file format that is accessible by a network service assurance system.