Search code examples
azurehadoopcortana-intelligenceazure-machine-learning-service

How connect Azure Machine Learning and Spark Streaming or Apache Storm


Is there possibility to get stream from Spark Streaming or Apache Storm into Azure Machine Learning? In reader option there is an input to read data from Hive database hive

but how to achive real time stream of data from Spark or Storm, for example Real-time fraud detection


Solution

  • To do real time Fraud detection typically you will create a Model on Azure ML, then publish that model to oWeb service, then on you Spark or Storm system you will call that Web service, in sequence ( like payment happened on commercial sites for example), then you will get an immediate answer about the actual parameters you had sent in you web service call.