Popular alternatives include StreamAnalytix, Qualified, Datascale, Workvivo and Alibaba E-MapReduce.
Key factors include Machine Learning, Customizability, Monitoring, End-to-End Encryption, Data Security and pricing.
Tools like Databricks Lakehouse Platform, Dremio, Amazon EMR, Pandio and Alibaba E-MapReduce are best for small businesses for Big Data Processing and Distribution Software.