Popular alternatives include Rubix3, Dagster Cloud, Qualified, Workvivo and JuiceFS.
Key factors include Data Security, Access Control, Performance Management, Monitoring 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.