Popular alternatives include Dagster Cloud, Qualified, Workvivo, Hammerspace and Alluxio.
Key factors include Master Data Management, Access Control, Authentication 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.