The properties of these platforms according to big data analytics can be summarized to the following table:
Properties |
Google Cloud Platform |
Amazon Web Services |
Microsoft Azure |
Hadoop |
Cloud Dataproc |
Elastic Map Reduce |
HDInsight |
Data Orchestration |
Cloud Dataflow |
Data Pipeline |
Data Factory |
Analytics |
Cloud Dataflow |
Kinesis Analytics |
Stream Analytics, Data Lake Analytics |
Machine Learning |
Cloud Machine Learning API |
Machine Learning |
Machine Learning |
API |
Translate, Speech, Vision |
- |
Language, Speech, Vision, Knowledge |
Search |
Search API |
Elastic Search |
Bing Search API |
Genomics |
Google Genomics |
- |
- |