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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
8.2
Reviews Sentiment
7.0
Number of Reviews
7
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of April 2025, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 1.9%, down from 2.8% compared to the previous year. The mindshare of Oracle NoSQL is 2.8%, down from 4.2% 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

"Cloudera, as a whole, is designed to provide organizations with solutions for big data."
"The most valuable feature is Kubernetes."
"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."
"Provides a viable open-source solution for enterprise implementations and reliable, intelligent data analysis."
"The main advantage is the storage is less expensive."
"The most valuable feature is Impala, the querying engine, which is very fast."
"It is helpful to gather and process data."
"Customer service and support were able to fix whatever the issue was."
"The product meets expectations when it comes to stability."
"NoSQL has high availability. I think it's perfect from a technical perspective. It's quick to run and go."
"The tool is easy to learn."
"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."
 

Cons

"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 governance aspect of the solution should be improved."
"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 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."
"It is quite complicated to configure and install."
"The tool's ability to be deployed on a cloud model is an area of concern where improvements are required."
"Cloudera Distribution for Hadoop is not always completely stable in some cases, which can be a concern for big data solutions."
"This is a very expensive solution."
"Handling big data in a user-friendly way is currently a bit of an issue. The dashboard for this needs some work."
"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."
"The installation is difficult."
"Focusing on making the administration easier compared to other solutions like MongoDB could be beneficial. Simplifying the administrative tasks could enhance the user experience."
 

Pricing and Cost Advice

"The price could be better for the product."
"The tool is expensive...For the SMB market or customers whose environments are not that complex and do not have multiple systems running, Cloudera might not be a good option."
"The price is very high. The solution is expensive."
"The tool is not expensive."
"Cloudera requires a license to use."
"I believe we pay for a three-year license."
"I haven't bought a license for this solution. I'm only using the Apache license version."
"Cloudera Distribution for Hadoop is expensive, with support costs involved."
"The product is expensive and Oracle could work to lower the licensing cost."
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Computer Software Company
15%
Educational Organization
12%
Manufacturing Company
7%
Financial Services Firm
30%
Computer Software Company
13%
Government
7%
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?
Focusing on making the administration easier compared to other solutions like MongoDB could be beneficial. Simplifying the administrative tasks could enhance the user experience.
What is your primary use case for Oracle NoSQL?
We use Oracle NoSQL to store structured data, logs, and other information in our infrastructure. It mainly serves as a storage solution for these types of data.
 

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: March 2025.
845,040 professionals have used our research since 2012.