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."
"The search function is the most valuable aspect of the solution."
"The data science aspect of the solution is valuable."
"In terms of scalability, if you have enough hardware you can scale out. Scalability doesn't have any issues."
"Customer service and support were able to fix whatever the issue was."
"The most valuable feature is Kubernetes."
"The most valuable feature is Impala, the querying engine, which is very fast."
"The solution's most valuable feature is the enterprise data platform."
"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 product can automatically reinstall and reconfigure in case of a shutdown."
"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines."
"The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms."
"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."
"The dashboard could be improved."
"The governance aspect of the solution should be improved."
"The pricing needs to improve."
"They should focus on upgrading their technical capabilities in the market."
"This is a very expensive solution."
"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."
"The one thing that we struggled with predominately was support. Because it was relatively new, support was always a big issue and I think it's still a bit of an ongoing concern with the team currently managing it."
"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."
"Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally."
"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."
"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."
"It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks."
"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."
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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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