What users are saying about
45 Ratings
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Score 9 out of 100
398 Ratings
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Score 8.6 out of 100

Feature Set Ratings

    NoSQL Databases

    Cloudera Enterprise Data Hub

    Feature Set Not Supported
    N/A
    9.0

    MongoDB

    90%
    MongoDB ranks higher in 7/7 features

    Performance

    N/A
    0 Ratings
    9.1
    91%
    38 Ratings

    Availability

    N/A
    0 Ratings
    9.5
    95%
    38 Ratings

    Concurrency

    N/A
    0 Ratings
    8.3
    83%
    38 Ratings

    Security

    N/A
    0 Ratings
    8.6
    86%
    38 Ratings

    Scalability

    N/A
    0 Ratings
    9.5
    95%
    38 Ratings

    Data model flexibility

    N/A
    0 Ratings
    9.0
    90%
    38 Ratings

    Deployment model flexibility

    N/A
    0 Ratings
    9.1
    91%
    37 Ratings

    Attribute Ratings

    • MongoDB is rated higher in 2 areas: Likelihood to Recommend, Likelihood to Renew

    Likelihood to Recommend

    9.0

    Cloudera Enterprise Data Hub

    90%
    12 Ratings
    9.3

    MongoDB

    93%
    78 Ratings

    Likelihood to Renew

    8.2

    Cloudera Enterprise Data Hub

    82%
    7 Ratings
    10.0

    MongoDB

    100%
    67 Ratings

    Usability

    Cloudera Enterprise Data Hub

    N/A
    0 Ratings
    8.9

    MongoDB

    89%
    14 Ratings

    Availability

    Cloudera Enterprise Data Hub

    N/A
    0 Ratings
    9.0

    MongoDB

    90%
    2 Ratings

    Support Rating

    Cloudera Enterprise Data Hub

    N/A
    0 Ratings
    9.5

    MongoDB

    95%
    15 Ratings

    Implementation Rating

    Cloudera Enterprise Data Hub

    N/A
    0 Ratings
    8.4

    MongoDB

    84%
    4 Ratings

    Likelihood to Recommend

    Cloudera

    Cloudera excels at seamless migrations and upgrades.



    Cloudera supports self-healing and data center
    replacement of failed cloud instances while maintaining the state.



    Cloudera is essential to increase or decrease
    capacity through the user interface or API.



    Cloudera is great at simplifying big data analytics
    by providing the technology and tools needed to gain insights from IoT and
    connected devices to help monitor and condition our assets.



    Cloudera's cybersecurity platform option offers
    stronger anomaly detection, visibility, and prevention, as well as faster
    behavioral analysis.



    Cloudera is beneficial for enabling and utilizing
    the platform's machine learning and ad-hoc queries while securely storing,
    retrieving, and analyzing any volume of data at scale.
    Read full review

    MongoDB

    If asked by a colleague I would highly recommend MongoDB. MongoDB provides incredible flexibility and is quick and easy to set up. It also provides extensive documentation which is very useful for someone new to the tool. Though I've used it for years and still referenced the docs often. From my experience and the use cases I've worked on, I'd suggest using it anywhere that needs a fast, efficient storage space for non-relational data. If a relational database is needed then another tool would be more apt.
    Read full review

    Pros

    Cloudera

    • Excellent management capabilities via Cloudera Manager.
    • Open source and does not restrict our data to be bound by a proprietary format.
    • Offers excellent support for data governance and auditing.
    • Has all the components that would help us build a data hub.
    • Excellent platform support offered by Cloudera.
    Read full review

    MongoDB

    • Being a JSON language optimizes the response time of a query, you can directly build a query logic from the same service
    • You can install a local, database-based environment rather than the non-relational real-time bases such a firebase does not allow, the local environment is paramount since you can work without relying on the internet.
    • Forming collections in Mango is relatively simple, you do not need to know of query to work with it, since it has a simple graphic environment that allows you to manage databases for those who are not experts in console management.
    Read full review

    Cons

    Cloudera

    • Not fully Open Source, couple of components of the distributions are privately owned, meaning with public contributions are not welcome
    • Improvements to Cloudera manager can only be recommended. its very hard to get it done once recommended as the full control is with them.
    • Should make components more aligned to Open Source rather than making it closed sourced.
    • Custom Features of open source software tools supported only by Cloudera are tricky. Cant commit changes to tools like Hue.
    • Improvements to Cluster Management tool is required, which are already available to its competitors.
    Read full review

    MongoDB

    • An aggregate pipeline can be a bit overwhelming as a newcomer.
    • There's still no real concept of joins with references/foreign keys, although the aggregate framework has a feature that is close.
    • Database management/dev ops can still be time-consuming if rolling your own deployments. (Thankfully there are plenty of providers like Compose or even MongoDB's own Atlas that helps take care of the nitty-gritty.
    Read full review

    Pricing Details

    Cloudera Enterprise Data Hub

    Starting Price

    Editions & Modules

    Cloudera Enterprise Data Hub editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      MongoDB

      Starting Price

      $0.1 million reads

      Editions & Modules

      MongoDB editions and modules pricing
      EditionModules
      Shared$01
      Serverless$0.10million reads2
      Dedicated$573

      Footnotes

      1. per month
      2. million reads
      3. per month

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      Fully managed, global cloud database on AWS, Azure, and GCP

      Likelihood to Renew

      Cloudera

      Likely to renew the use in case the requirements for Cloudera remain valid. The rapid change in customer requirements and solutions that must be validated, integrated or tested changes. As the maturity of the solution increases, the requirements to renew use decrease. From a solution feature perspective by itself would probably grade 10.
      Read full review

      MongoDB

      I am looking forward to increasing our SaaS subscriptions such that I get to experience global replica sets, working in reads from secondaries, and what not. Can't wait to be able to exploit some of the power that the "Big Boys" use MongoDB for.
      Read full review

      Usability

      Cloudera

      No answers on this topic

      MongoDB

      NoSQL database systems such as MongoDB lack graphical interfaces by default and therefore to improve usability it is necessary to install third-party applications to see more visually the schemas and stored documents. In addition, these tools also allow us to visualize the commands to be executed for each operation.
      Read full review

      Support Rating

      Cloudera

      No answers on this topic

      MongoDB

      Finding support from local companies can be difficult. There were times when the local company could not find a solution and we reached a solution by getting support globally. If a good local company is found, it will overcome all your problems with its global support.
      Read full review

      Implementation Rating

      Cloudera

      No answers on this topic

      MongoDB

      While the setup and configuration of MongoDB is pretty straight forward, having a vendor that performs automatic backups and scales the cluster automatically is very convenient. If you do not have a system administrator or DBA familiar with MongoDB on hand, it's a very good idea to use a 3rd party vendor that specializes in MongoDB hosting. The value is very well worth it over hosting it yourself since the cost is often reasonable among providers.
      Read full review

      Alternatives Considered

      Cloudera

      Cloudera is
      compatible with Windows operating systems, and Mac allows cloud-based
      deployment, it is also very useful to configure data encryption, guarantee
      protocols, and security policies. It also provides integrated auditing and
      monitoring capabilities, as well as a control comprehensive data repository for
      the enterprise, and ensures vendor compatibility through its open-source
      architecture.
      Read full review

      MongoDB

      We have [measured] the speed in reading/write operations in high load and finally select the winner = MongoDBWe have [not] too much data but in case there will be 10 [times] more we need Cassandra. Cassandra's storage engine provides constant-time writes no matter how big your data set grows. For analytics, MongoDB provides a custom map/reduce implementation; Cassandra provides native Hadoop support.
      Read full review

      Return on Investment

      Cloudera

      • Cloudera products are the most widely. It is more business friendly as data is more secure. The sensitive data that you operate on is local to you and your project rather than processing this data on Cloud.
      • Cloudera is definitely faster as wait time is reduced if on Cloud.
      • A lot range of products are covered. So it is definitely good for businesses and had good returns on investments.
      Read full review

      MongoDB

      • Open Source w/ reasonable support costs have a direct, positive impact on the ROI (we moved away from large, monolithic, locked in licensing models)
      • You do have to balance the necessary level of HA & DR with the number of servers required to scale up and scale out. Servers cost money - so DR & HR doesn't come for free (even though it's built into the architecture of MongoDB
      Read full review

      Screenshots

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