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 Databricks, Amazon Web Services (AWS), Confluent and others in Streaming Analytics."DataFlow's performance is okay."
"This solution is very scalable and robust."
"The initial setup was not so difficult"
"The data platform is pretty neat. The workflow is also really good."
"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 scalability is the key reason why we are on this platform."
"The Hortonworks solution is so stable. It is working as a production system, without any error, without any downtime. If I have downtime, it is mostly caused by the hardware of the computers."
"The upgrades and patches must come from Hortonworks."
"We use it for data science activities."
"The product offers a fairly easy setup process."
"Ambari Web UI: user-friendly."
"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."
"It's an outdated legacy product that doesn't meet the needs of modern data analysts and scientists."
"The cost of the solution is high and there is room for improvement."
"More information could be there to simplify the process of running the product."
"I work a lot with banking, IT and communications customers. Hortonworks must improve or must upgrade their services for these sectors."
"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."
"Hive performance. If Hive performance increased, Hadoop would replace (not everywhere) traditional databases."
"Security and workload management need improvement."
"The version control of the software is also an issue."
"It would also be nice if there were less coding involved."
Cloudera DataFlow is ranked 13th in Streaming Analytics with 3 reviews while Hortonworks Data Platform is ranked 6th in Hadoop with 25 reviews. Cloudera DataFlow is rated 6.6, while Hortonworks Data Platform is rated 8.0. The top reviewer of Cloudera DataFlow writes "A scalable and robust platform for analyzing data". 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, Spring Cloud Data Flow and Google Cloud Dataflow, whereas Hortonworks Data Platform is most compared with Amazon EMR, Apache Spark and HPE Ezmeral Data Fabric.
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