Using H2O AutoML and Apache Storm

Apache Storm is an open source data analysis and computation tool for processing large amounts of stream data in real time. In the real world, you will often have plenty of systems that continuously generate large amounts of data. You may need to make some computations or run some processes on this data to extract useful information as it is generated in real time.

What is Apache Storm?

Let’s take the example of a log system in a very heavily used web service. Assuming that this web service receives millions of requests per second, it is going to generate tons of logs. And you already have a system in place that stores these logs in your database. Now, this log data will eventually pile up and you will have petabytes of log data stored in your database. Querying all this historical data to process it in one go is going to be very slow and time-consuming.

What you can do is process the data as it is generated. This is where Apache Storm...