When it comes to Cloud Computing plenty are the alternatives on the market and any product has its strengths and weakness. Here is a comparison of some of the most popular cloud platforms: Amazon Web Services, Google Cloud Platform and DigitalOcean.

Apache Spark, the popular Open Source tool for large scale machine learning and data processing, is well known for its demand in terms of memory and CPU cores, which are the most expensive resources in a cloud cloud computing environment.