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."The solution's most valuable feature is the enterprise data platform."
"The most valuable feature is Kubernetes."
"We experienced many issues when we started working with Hadoop 3.0 in the Cloudera 6.0 version, so there are a lot of things that need to improve. I believe they are working on that."
"The product is completely secure."
"We're now able to store large volumes of data through Cloudera Distribution for Hadoop. We're able to push large volumes of data to the platform, and that used to be a challenge, especially when storing a terabyte of information. This is the area where Cloudera Distribution for Hadoop improved the organization."
"The data science aspect of the solution is valuable."
"The file system is a valuable feature."
"The most valuable feature is Impala, the querying engine, which is very fast."
"The paramount advantage is the exceptional speed."
"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."
"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."
"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."
"MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short."
"It could be faster and more user-friendly."
"The user infrastructure and user interface needs to be improved, as well as the performance. The GUI needs to be better."
"The areas of improvement depend on the scale of the project. For banking customers, security features and an essential budget for commercial licenses would be the top priority. Data regulation could be the most crucial for a project with extensive data or an extra use case."
"Without the big data environment, we cannot store all of this data live. We have billions of records and terabytes of storage to be used. It's not an option actually for us to have a big data environment."
"There are multiple bugs when we update."
"They should focus on upgrading their technical capabilities in the market."
"The price of this solution could be lowered."
"There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon."
"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."
"The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings."
"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."
"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."
"Having the ability to migrate servers using a single command would be extremely beneficial."
"There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great."
"We don't get good discounts in Pakistan."
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Cloudera Distribution for Hadoop is ranked 2nd in Hadoop with 47 reviews while SingleStore is ranked 6th 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, MongoDB and Apache HBase, whereas SingleStore is most compared with SQL Server, MySQL, Teradata, Oracle Database and IBM Db2 Database.
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