Try our new research platform with insights from 80,000+ expert users

Cloudera Distribution for Hadoop vs Oracle NoSQL comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 7, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Cloudera Distribution for H...
Ranking in NoSQL Databases
8th
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
50
Ranking in other categories
Hadoop (2nd)
Oracle NoSQL
Ranking in NoSQL Databases
10th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
8
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2025, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 2.1%, down from 2.8% compared to the previous year. The mindshare of Oracle NoSQL is 2.7%, down from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases
 

Featured Reviews

Rok Dolinsek - PeerSpot reviewer
Enables on-premise implementation with powerful data processing capabilities
This is the only solution that is possible to install on-premise. Cloudera provides a hybrid solution that combines compute on cloud or on-premises. It includes all machine learning algorithms in the Spark machine learning library. All functionalities needed for a big data platform and ETL are on the platform, eliminating the need for other tools. It is scalable, ready for vertical scaling, and very powerful, offering numerous functionalities and configurations for generative AI.
GLEDSONCOOPER - PeerSpot reviewer
The implementation is simple and only takes 15 to 30 minutes
NoSQL has high availability. I think it's perfect from a technical perspective. It's quick to run and go Oracle could improve how NoSQL works in containers. I don't think NoSQL needs any new features, but I want to see new features in the Oracle Cloud Infrastructure. I would like to see some…

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"It is helpful to gather and process data."
"The most valuable feature is Kubernetes."
"The most valuable feature is Impala, the querying engine, which is very fast."
"Cloudera, as a whole, is designed to provide organizations with solutions for big data."
"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."
"We had a data warehouse before all the data. We can process a lot more data structures."
"Provides a viable open-source solution for enterprise implementations and reliable, intelligent data analysis."
"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."
"We have a support agreement with Oracle, ensuring full support for the product. It is crucial for our public-facing features. Oracle NoSQL is easy to manage and has fast data retrieval. Its compatibility with Oracle Database is seamless, making integration between NoSQL and relational databases smooth and effortless. Oracle NoSQL and NoSQL data replication in our environment works efficiently. Oracle fully supports it, and we can easily configure and manage authentication for the NoSQL database."
"NoSQL has high availability. I think it's perfect from a technical perspective. It's quick to run and go."
"Oracle NoSQL is pretty scalable."
"The tool is easy to learn."
"The product meets expectations when it comes to stability."
 

Cons

"It is quite complicated to configure and install."
"The tool doesn't support reporting, and relational databases are still the major source of reporting data. Apache Iceberg will be launched soon within the Cloudera cluster for analytical purposes. The Cloudera Machine Learning aspect could be tuned and enhanced to enable us to host some predictive analytics machine learning and AI use cases."
"The tool's ability to be deployed on a cloud model is an area of concern where improvements are required."
"The competitors provide better functionalities."
"Currently, we are using many other tools such as Spark and Blade Job to improve the performance."
"Cloudera Distribution for Hadoop has a limited feature list and a lot of costs involved."
"I would like to see an improvement in how the solution helps me to handle the whole cluster."
"The procedure for operations could be simplified."
"The installation is difficult."
"Handling big data in a user-friendly way is currently a bit of an issue. The dashboard for this needs some work."
"Focusing on making the administration easier compared to other solutions like MongoDB could be beneficial. Simplifying the administrative tasks could enhance the user experience."
"Oracle could improve how NoSQL works in containers. I don't think NoSQL needs any new features, but I want to see new features in the Oracle Cloud Infrastructure. I would like to see some improvements in OCI's building options."
"I would rate Oracle NoSQL six or 6.5 out of ten based on my experience."
 

Pricing and Cost Advice

"I wouldn't recommend CDH to others because of its high cost."
"The solution is fairly expensive."
"The price could be better for the product."
"Cloudera Distribution for Hadoop is expensive, with support costs involved."
"Cloudera requires a license to use."
"The product’s price depends from project to project."
"The price is very high. The solution is expensive."
"When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."
"The product is expensive and Oracle could work to lower the licensing cost."
report
Use our free recommendation engine to learn which NoSQL Databases solutions are best for your needs.
850,671 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
25%
Computer Software Company
15%
Educational Organization
14%
Manufacturing Company
6%
Financial Services Firm
30%
Computer Software Company
13%
Government
8%
Legal Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?
The tool can be deployed using different container technologies, which makes it very scalable.
What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?
The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.
What needs improvement with Cloudera Distribution for Hadoop?
It is quite complicated to configure and install. Integrating the platform into an information system is always a challenge, especially when starting with on-premise implementation. Integrating wit...
What needs improvement with Oracle NoSQL?
Sometimes we face problems with the connection between our applications and the database. It may be due to network issues or performance issues on Oracle's side. Our DBA team requests validations f...
 

Overview

 

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Airbus, Globacom, WebAction
Find out what your peers are saying about Cloudera Distribution for Hadoop vs. Oracle NoSQL and other solutions. Updated: April 2025.
850,671 professionals have used our research since 2012.