We performed a comparison between Cloudera DataFlow and Hortonworks Data Platform based on real PeerSpot user reviews.
Find out what your peers are saying about Amazon Web Services (AWS), Databricks, Microsoft and others in Streaming Analytics."The initial setup was not so difficult"
"The most effective features are data management and analytics."
"DataFlow's performance is okay."
"This solution is very scalable and robust."
"The scalability is the key reason why we are on this platform."
"The upgrades and patches must come from Hortonworks."
"Now, using this solution, it is much cheaper to have all of the data available for searching, not in real-time, but whenever there is a pending request."
"The product offers a fairly easy setup process."
"It is a scalable platform."
"We use it for data science activities."
"The data platform is pretty neat. The workflow is also really good."
"Ambari Web UI: user-friendly."
"It's an outdated legacy product that doesn't meet the needs of modern data analysts and scientists."
"It is not easy to use the R language. Though I don't know if it's possible, I believe it is possible, but it is not the best language for machine learning."
"Although their workflow is pretty neat, it still requires a lot of transformation coding; especially when it comes to Python and other demanding programming languages."
"More information could be there to simplify the process of running the product."
"Since Cloudera acquired HDP, it's been bundled with CBH and HDP. However, the biggest challenge is cloud storage integration with Azure, GCP, and AWS."
"It's at end of life and no longer will there be improvements."
"It would also be nice if there were less coding involved."
"Security and workload management need improvement."
"Hive performance. If Hive performance increased, Hadoop would replace (not everywhere) traditional databases."
"The version control of the software is also an issue."
"The cost of the solution is high and there is room for improvement."
Cloudera DataFlow is ranked 13th in Streaming Analytics with 4 reviews while Hortonworks Data Platform is ranked 6th in Hadoop with 25 reviews. Cloudera DataFlow is rated 7.2, while Hortonworks Data Platform is rated 8.0. The top reviewer of Cloudera DataFlow writes "Has good data management and analytics features". On the other hand, the top reviewer of Hortonworks Data Platform writes "Good for secure containerization, and governance capabilities ". Cloudera DataFlow is most compared with Databricks, Confluent, Amazon MSK, Informatica Data Engineering Streaming and Spring Cloud Data Flow, whereas Hortonworks Data Platform is most compared with Amazon EMR, Apache Spark and HPE Ezmeral Data Fabric.
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