The real-life implementation steps of SIM card fraud detection analytics using the Azure real-time data platform involves data ingestion, analysis, and visualization layers.
In order to get started with the generation of dummy call details records (CDR) data for simulation, perform the following:
- First, we need to build up the TelcoDataGeneratorDemo solution in Visual Studio as a C#.NET console app, with classes such as CallStore (for generating a random number of calls from countries and processing them in a loop), CDRecord (defines the CDR data parameters by setting up proper CDR format), GenConfig (for designing the output CDR data in a format of sets, fileDump, %CallBackRatio, ...