We performed a comparison between Cloudera Distribution for Hadoop and SingleStore based on real PeerSpot user reviews.
Find out what your peers are saying about Apache, Cloudera, Amazon Web Services (AWS) and others in Hadoop."Provides a viable open-source solution for enterprise implementations and reliable, intelligent data analysis."
"It is helpful to gather and process data."
"The solution's most valuable feature is the enterprise data platform."
"The solution is reliable and stable, it fits our requirements."
"The scalability of Cloudera Distribution for Hadoop is excellent."
"The file system is a valuable feature."
"The tool can be deployed using different container technologies, which makes it very scalable."
"The search function is the most valuable aspect of the solution."
"The product can automatically reinstall and reconfigure in case of a shutdown."
"The product's initial setup phase was pretty straightforward, with no complex processes."
"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."
"The paramount advantage is the exceptional speed."
"It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data."
"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."
"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."
"The tool's ability to be deployed on a cloud model is an area of concern where improvements are required."
"The procedure for operations could be simplified."
"The competitors provide better functionalities."
"It could be faster and more user-friendly."
"Cloudera's support is extremely bad and cannot be relied on."
"There are better solutions out there that have more features than this one."
"The Cloudera training has deteriorated significantly."
"While the deployed product is generally functional, there are instances where it presents difficulties."
"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."
"The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings."
"We don't get good discounts in Pakistan."
"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."
"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."
"For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback."
"Having the ability to migrate servers using a single command would be extremely beneficial."
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Cloudera Distribution for Hadoop is ranked 2nd in Hadoop with 47 reviews while SingleStore is ranked 7th in Database as a Service with 7 reviews. Cloudera Distribution for Hadoop is rated 8.0, while SingleStore is rated 8.8. The top reviewer of Cloudera Distribution for Hadoop writes "Good end-to-end security features and we like that it's cloud independent". On the other hand, the top reviewer of SingleStore writes "A reasonably priced product that offers good speed and seamless support". Cloudera Distribution for Hadoop is most compared with Amazon EMR, HPE Ezmeral Data Fabric, Apache Spark, Cassandra and Apache HBase, whereas SingleStore is most compared with SQL Server, Teradata, MySQL, CockroachDB and Redis.
We monitor all Hadoop reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.