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Cloudera Distribution for Hadoop vs Neo4j Graph Database comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

Cloudera Distribution for H...
Ranking in NoSQL Databases
7th
Average Rating
8.0
Number of Reviews
49
Ranking in other categories
Hadoop (2nd)
Neo4j Graph Database
Ranking in NoSQL Databases
9th
Average Rating
8.6
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2024, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 2.4%, down from 2.7% compared to the previous year. The mindshare of Neo4j Graph Database is 3.6%, up from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases
 

Featured Reviews

Shahan Rehman - PeerSpot reviewer
Mar 21, 2024
Can host multiple technologies and help businesses with their AI initiatives
The ease or difficulty in setting up the product depends on the environment of the customer where the tool is deployed. If a banking, industrial, or retail sector firm is taken into concentration, depending on how big of a database is maintained, including the applications that are to be hosted, the deployment process can range from a simple to a very complex phase, depending on the architecture. For Cloudera Distribution for Hadoop, one has to go through the usual deployment process, like for any software product. You have to have different environments before going into production, like pre-production environments, test and dev environments. You install and configure all the components in the test environment and then test them on the pre-production environment. Once UAT is done, you move them to the production environment. In general, it's a critical product deployed in a company.
AR
Aug 26, 2024
Easy to use and not so expensive
For first-time users, if you don't know much about the tool, I think you should go with a document-based DBMS tool. I had to use the tool because I learned about it in college. My advice to others is that they need to learn about the tool, nodes, and vertices and then purchase Neo4j Graph Database. It will be a little bit difficult for new users to know what is the meaning of a node, what vertices are, how to use it, or how an application can use it. The tool is easy for new users as it is an intuitive tool. I rate the tool a nine out of ten.

Quotes from Members

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

Pros

"The scalability of Cloudera Distribution for Hadoop is excellent."
"Cloudera is a very manageable solution with good support."
"We had a data warehouse before all the data. We can process a lot more data structures."
"The solution is reliable and stable, it fits our requirements."
"The tool can be deployed using different container technologies, which makes it very scalable."
"Very good end-to-end security features."
"We also really like the Cloudera community. You can have any question and will have your answer within a few hours."
"The file system is a valuable feature."
"Creates the ability to visualize outputs."
"The solution's best feature is how it differs from traditional SQL databases. It's hard to map people and find those near me in SQL, which requires long, complex queries. Neo4j Graph Database makes this easier with simpler queries. It also supports more data types, like JSON, which SQL doesn't."
"Enables people to understand what the business problem is and how the technology helps."
"As a graph database, I am surprised at their performance and response time."
"For now, the tool doesn't break down or stop, so it is quite stable."
 

Cons

"Cloudera Distribution for Hadoop is not always completely stable in some cases, which can be a concern for big data solutions."
"The price of this solution could be lowered."
"The performance of some analytics engines provided by Cloudera is not that good."
"There are better solutions out there that have more features than this one."
"There are multiple bugs when we update."
"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."
"There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon."
"The user infrastructure and user interface needs to be improved, as well as the performance. The GUI needs to be better."
"So far, we have not had any issues and are happy with the product in general."
"The tool could improve by having more resources, especially for Golang, which we use. It lacks good basic libraries and doesn't have an ORM (Object-Relational Mapping) tool, which many NoSQL databases have. We thought about building an ORM for the Neo4j Graph Database but are too busy."
"For me, when the tool was deployed on an on-premises model, it was a little bit difficult the first time."
"There are concerns about performance and whether the tool can necessarily scale to provide the solution."
 

Pricing and Cost Advice

"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 tool is not expensive."
"The pricing must be improved."
"I haven't bought a license for this solution. I'm only using the Apache license version."
"The price could be better for the product."
"The product’s price depends from project to project."
"It is an expensive product."
"Cloudera Distribution for Hadoop is expensive, with support costs involved."
"The tool is not expensive."
"The solution is open source so that you can use it for free. They also offer an enterprise version with its billing. If your company is earning well, I suggest using the enterprise version. Otherwise, you can deploy it on your own cloud and pay based on usage."
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Computer Software Company
15%
Educational Organization
10%
Manufacturing Company
8%
Computer Software Company
18%
Financial Services Firm
14%
Energy/Utilities Company
10%
University
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

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 tool is expensive. Overall, it's not a cheap software tool, and that is why only large enterprises who are mature enough and have an architecture that is complex enough opt for Cloudera, as its...
What needs improvement with Cloudera Distribution for Hadoop?
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. ...
What is your experience regarding pricing and costs for Neo4j?
The solution is open source so that you can use it for free. They also offer an enterprise version with its billing. If your company is earning well, I suggest using the enterprise version. Otherwi...
What needs improvement with Neo4j Graph Database?
The tool could improve by having more resources, especially for Golang, which we use. It lacks good basic libraries and doesn't have an ORM (Object-Relational Mapping) tool, which many NoSQL databa...
What is your primary use case for Neo4j Graph Database?
We're building a social media platform, which is a great use case for the product. It helps connect people. For example, if we're friends on Facebook, I can get suggestions for people near me or re...
 

Learn More

 

Overview

 

Sample Customers

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
Walmart, Telenor, Wazoku, Adidas, Cerved, GameSys, eBay, Schleich, ICIJ, die Bayerisch, Megree, InfoJobs, LinkedIn
Find out what your peers are saying about Cloudera Distribution for Hadoop vs. Neo4j Graph Database and other solutions. Updated: October 2024.
814,649 professionals have used our research since 2012.