Popular alternatives include Spark NLP, Ascend, Qualified, Workvivo and Dataform.
Key factors include Data Analysis, Data Migration, Data Security, Data Quality Control 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.