Cloudera Distribution for Hadoop vs MongoDB vs Neo4j Graph Database comparison

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Executive Summary

We performed a comparison between Cloudera Distribution for Hadoop, MongoDB, and Neo4j Graph Database based on real PeerSpot user reviews.

Find out what your peers are saying about MongoDB, Couchbase, Apache and others in NoSQL Databases.
To learn more, read our detailed NoSQL Databases Report (Updated: March 2024).
765,386 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The most valuable feature is Kubernetes.""I don't see any performance issues.""The solution is reliable and stable, it fits our requirements.""It is helpful to gather and process data.""The solution's most valuable feature is the enterprise data platform.""The product provides better data processing features than other tools.""Very good end-to-end security features.""Customer service and support were able to fix whatever the issue was."

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"It is easy to use.""I value the API integrations.""The most valuable features of MongoDB are the variety of translations available and the ability to deploy it on the cloud is useful. The cloud users can access the data, work on the data, and if they want to import or manipulate some data they can.""The solution does not hold data in tabular format like SQL does but rather clusters data so that it can link on a large scale.""It is convenient to use because we can do manipulations with the JSON data that we get. There are also a lot of joins and associations with MongoDB, which makes it easy to use for us.""It is really a pretty easy product to use. It's very reliable, it's proven.""I like that MongoDB has a free version. You can also buy the enterprise edition, which is cheaper than Oracle.""Sharding is an excellent feature of MongoDB."

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"As a graph database, I am surprised at their performance and response time.""Creates the ability to visualize outputs.""Enables people to understand what the business problem is and how the technology helps."

More Neo4j Graph Database Pros →

Cons
"The dashboard could be improved.""While the deployed product is generally functional, there are instances where it presents difficulties.""The pricing needs to improve.""I would like to see an improvement in how the solution helps me to handle the whole cluster.""There are better solutions out there that have more features than this one.""They should focus on upgrading their technical capabilities in the market.""There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon.""The security of this solution could be improved. There should also be a way to basically have a blockchain enabled storage with the HDFS."

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"Lacks sufficient scalability and elasticity.""You need integration with other tools to run the query in MongoDB.""It would be much more useful if I have an admin user and a password.""I rate the support from MongoDB a four out of five.""MongoDB should better support small and medium companies. There are a lot of clients out there that are interested, however, they need something lighter and less complex and something not so expensive upfront.""MongoDB could be more secure.""I would like to see the scalability and security improved.""The improvements could be made to intelligence to detect disk storage and prevent MongoDB from crashing."

More MongoDB Cons →

"So far, we have not had any issues and are happy with the product in general.""There are concerns about performance and whether the tool can necessarily scale to provide the solution."

More Neo4j Graph Database Cons →

Pricing and Cost Advice
  • "When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."
  • "The price could be better for the product."
  • "I haven't bought a license for this solution. I'm only using the Apache license version."
  • "Cloudera requires a license to use."
  • "Cloudera Distribution for Hadoop is expensive, with support costs involved."
  • "I wouldn't recommend CDH to others because of its high cost."
  • "The price is very high. The solution is expensive."
  • "The solution is expensive."
  • More Cloudera Distribution for Hadoop Pricing and Cost Advice →

  • "We are using the Community Edition of MongoDB."
  • "It is rather expensive."
  • "MongoDB is an open-source solution."
  • "This is an open-source solution."
  • "We use the open-source version, which is available to use free of charge."
  • "I don't know, but I have heard from people who procure it that it is much cheaper than Oracle."
  • "MongoDB is not expensive."
  • "At the moment, all customers are using the community version."
  • More MongoDB Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The product comes with an annual subscription, which is expensive. They are bundling technologies together. You have to… more »
    Top Answer:We decided to work with MongoDB as its interface is easier to understand and more universal.
    Top Answer:MongoDB is an open-source product. We don't have to pay for the licenses.
    Top Answer:They could provide more documentation and examples for adding pipeline stages. There could be a feature where commands… more »
    Top Answer:As a graph database, I am surprised at their performance and response time.
    Top Answer:I don't have information about the license fee amount. That said, I know that the Neo4j license fee is more expensive… more »
    Top Answer:So far, we have not had any issues and are happy with the product in general.
    Ranking
    5th
    out of 16 in NoSQL Databases
    Views
    809
    Comparisons
    627
    Reviews
    13
    Average Words per Review
    411
    Rating
    8.2
    1st
    out of 16 in NoSQL Databases
    Views
    9,850
    Comparisons
    6,997
    Reviews
    27
    Average Words per Review
    353
    Rating
    8.0
    7th
    out of 16 in NoSQL Databases
    Views
    1,136
    Comparisons
    748
    Reviews
    1
    Average Words per Review
    872
    Rating
    9.0
    Comparisons
    Learn More
    Overview
    Cloudera Distribution for Hadoop is the world's most complete, tested, and popular distribution of Apache Hadoop and related projects. CDH is 100% Apache-licensed open source and is the only Hadoop solution to offer unified batch processing, interactive SQL, and interactive search, and role-based access controls. More enterprises have downloaded CDH than all other such distributions combined.

    Headquartered in New York, MongoDB's mission is to empower innovators to create, transform, and disrupt industries by unleashing the power of software and data. Built by developers, for developers, our developer data platform is a database with an integrated set of related services that allow development teams to address the growing requirements for today's wide variety of modern applications, all in a unified and consistent user experience. MongoDB has tens of thousands of customers in over 100 countries. The MongoDB database platform has been downloaded hundreds of millions of times since 2007, and there have been millions of builders trained through MongoDB University courses. To learn more, visit www.mongodb.com.

    MongoDB Features

    MongoDB has many valuable key features. Some of the most useful ones include:

    • Load balancing: MongoDB supports large-scale load balancing via horizontal scaling features like replication and sharding.
    • Ad-hoc queries: With this feature, developers are able to update ad-hoc queries in real time.
    • Sharding: With MongoDB, sharding allows for much greater horizontal scalability, with queries that are directed to the correct shard based on specific shard keys.
    • Indexing: MongoDB allows indexing to be created on demand, accommodating real-time, ever-changing query patterns and application requirements. They can also be declared on any field within any document, including those nested within arrays.
    • Replication: MongoDB’s replication feature enables you to deploy multiple servers for disaster recovery and backup, which helps increase data availability and stability.

    MongoDB Benefits

    There are many benefits to implementing MongoDB. Some of the biggest advantages the solution offers include:

    • Horizontal architecture: Because MongoDB is designed with horizontal architecture, it is easy to scale.
    • Developer-friendly: Being that MongoDB is a document data model with NoSQL, developers are able to work faster. In addition, MongoDB gives developers a number of useful out-of-the-box capabilities, whether you need to run privately on site or in the public cloud.
    • Cloud-based: Because MongoDB is a full cloud-based application data platform, you gain access to a collection of services that can integrate nicely with your database.
    • Powerful analytics: MongoDB is designed to make data easy to access, and also allows you to perform complex analytics and querying.
    • High performance: With MongoDB, information can be embedded inside a single document rather than relying on expensive join operations from traditional relational databases.
    • Easy to install: MongoDB has an intuitive UI, making it easy to install. You can install the community or enterprise version directly on a server, create your own container, or use a pre-built community one.
    • Cost-effective: MongoDB gives you the option to choose an instance size that fits your current needs to help you keep your costs at a minimum.

    Reviews from Real Users

    Below are some reviews and helpful feedback written by PeerSpot users currently using the MongoDB solution.

    PeerSpot user Deepak K., Managing Director at SimSol Technologies And Services Pvt Ltd., says, “The solution is a very dynamic product. It becomes extremely easy for us to support user requirements and we also make use of the simplicity of a cloud redeployment.” He goes on to add, “The solution is easy to deploy, and the product can scale quite well. The solution's most important aspect is its seamless database. The solution offers excellent documentation.”

    A Senior Associate at a financial services firm mentions, “The most valuable feature of the solution is the ability to easily store documentation regarding structures. We can easily connect to MongoDB and search without transformation, without joining. If we want to use a simple search it's really fast. The initial setup isn't really that complex. The solution is pretty stable overall.”

    Neo4j is the graph database solution allowing the analysis of complex relationships and patterns in data, leading to better decision-making and improved business processes. The graph database offers easy data integration from multiple sources, providing a more comprehensive view. 

    The most valuable aspect of a graph database is its performance and response time, as it does not use the join function and only has nodes and raw data. Overall, Neo4j, as a global first-ranking solution, has helped organizations become more efficient and effective in data analysis and decision-making processes.

    Sample Customers
    37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC
    Facebook, MetLife, City of Chicago, Expedia, eBay, Google
    Walmart, Telenor, Wazoku, Adidas, Cerved, GameSys, eBay, Schleich, ICIJ, die Bayerisch, Megree, InfoJobs, LinkedIn
    Top Industries
    REVIEWERS
    Financial Services Firm26%
    Computer Software Company22%
    Insurance Company15%
    Comms Service Provider11%
    VISITORS READING REVIEWS
    Financial Services Firm21%
    Computer Software Company16%
    Educational Organization9%
    Manufacturing Company8%
    REVIEWERS
    Computer Software Company26%
    Financial Services Firm16%
    Legal Firm6%
    Government6%
    VISITORS READING REVIEWS
    Financial Services Firm16%
    Computer Software Company14%
    Comms Service Provider7%
    University6%
    VISITORS READING REVIEWS
    Financial Services Firm16%
    Computer Software Company15%
    Comms Service Provider10%
    University8%
    Company Size
    REVIEWERS
    Small Business27%
    Midsize Enterprise17%
    Large Enterprise56%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise9%
    Large Enterprise74%
    REVIEWERS
    Small Business40%
    Midsize Enterprise14%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise14%
    Large Enterprise62%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise16%
    Large Enterprise65%
    Buyer's Guide
    NoSQL Databases
    March 2024
    Find out what your peers are saying about MongoDB, Couchbase, Apache and others in NoSQL Databases. Updated: March 2024.
    765,386 professionals have used our research since 2012.