"I don't see any performance issues."
"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."
"With a cluster available, you can manage the security layer using the shared SDX - it provides flexibility."
"The product as a whole is good."
"The most valuable feature is that I can use CDH for almost all use cases across all industries, including the financial sector, public sector, private retailers, and so on."
"The file system is a valuable feature."
"CDH has a wide variety of proprietary tools that we use, like Impala. So from that perspective, it's quite useful as opposed to something open-source. We get a lot of value from Cloudera's proprietary tools."
"The solution is reliable and stable, it fits our requirements."
"MongoDB is cool. There is a difference between relational databases and newer databases like MongoDB. MongoDB is scalable and fast."
"The solution's most important aspect is its seamless database."
"The solution is user-friendly with a good object retrieval feature."
"The initial setup isn't really that complex."
"I like that MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle."
"The installation is very easy to do and understand."
"It is easy to use."
"One of the most valuable features is the ability to Text Search can be used anywhere and anytime."
"It could be faster and more user-friendly."
"It would be useful if Cloudera had more tools like SQL Engines that offer the traditional relational database. We have to do a lot of work preparing the data outside Cloudera before getting it into the platform."
"The initial setup of Cloudera is difficult."
"Cloudera's support is extremely bad and cannot be relied on."
"Currently, we are using many other tools such as Spark and Blade Job to improve the performance."
"The security of this solution could be improved. There should also be a way to basically have a blockchain enabled storage with the HDFS."
"The procedure for operations could be simplified."
"Cloudera Distribution for Hadoop has a limited feature list and a lot of costs involved."
"The auto transaction feature is something that I found a little bit problematic. If we want to run two or three transactions at a time, we get write conflicts. So, it becomes really difficult when concurrency comes into the picture."
"The performance can be improved."
"I'd like to see an ID generator. It's very technical but I don't think it has one, so we have to go to great lengths to work around that."
"The performance could be faster."
"The solution should have better integration."
"I feel that most people don't know a lot about MongoDB, so maybe they could add some more documentation and tutorials."
"The solution could have more integration."
"Lacks sufficient scalability and elasticity."
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Cloudera Distribution for Hadoop is ranked 2nd in NoSQL Databases with 10 reviews while MongoDB is ranked 1st in NoSQL Databases with 34 reviews. Cloudera Distribution for Hadoop is rated 7.4, while MongoDB is rated 8.2. The top reviewer of Cloudera Distribution for Hadoop writes "Stores large volumes of data and makes log analytics, monitoring, and management easier, but its feature list is limited". On the other hand, the top reviewer of MongoDB writes "Good pricing and very fast but needs to showcase more use cases". Cloudera Distribution for Hadoop is most compared with Amazon EMR, HPE Ezmeral Data Fabric, Apache Spark, SingleStore and Hortonworks Data Platform, whereas MongoDB is most compared with Couchbase, InfluxDB, Cassandra, Oracle NoSQL and CouchDB. See our Cloudera Distribution for Hadoop vs. MongoDB report.
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