Cloud

Cloud:

Iass
Pass
Saas

Amazon AWS:

EMR (Elastic map reduce) - process


Microsoft Azure:

HD Insight - process
Azure HDInsight is a cloud distribution of the Hadoop components from the Hortonworks Data Platform (HDP). Azure HDInsight makes it easy, fast, and cost-effective to process massive amounts of data.

Azure Data Factory
Azure Data Factory is a hybrid data integration service offering a code-free experience. Extract data from heterogenous data sources, transform it at cloud scale with the Mapping Data Flow feature (now in preview), publish it to any analytics engine or business intelligence tool and monitor and manage your data pipelines
https://docs.microsoft.com/en-us/azure/azure-databricks/what-is-azure-databricks

Azure Data lake - storage
Microsoft Azure Data Lake is a highly scalable public cloud service that allows users to gain insight from large, complex data sets. As with most data lake offerings, the service is composed of two parts: data storage and data analytics.
https://docs.microsoft.com/en-us/azure/architecture/data-guide/scenarios/data-lake

Azure Data bricks
Azure Data bricks is an Apache Spark-based analytics platform optimized for the Microsoft Azure cloud services platform

Google Cloud Platform: