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Cloudera Data Platform Valuable Features

Miodrag-Stanic - PeerSpot reviewer
Senior Architect at a comms service provider with 1,001-5,000 employees

Cloudera Data Platform has significantly improved our data management. Distributed computing with Spark has enabled many processing types that were not possible before. By using the Hadoop File System for distributed storage, we have 1.5 petabytes of physical storage with 500 terabytes of effective storage due to a replication factor of three.

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SH
Data Architect at ubl
The foremost benefit is offloading data from the warehouse to Cloudera Data Platform, which allows for cheaper storage. We use it to push transformations and run ETL processes, leveraging tools like Spark. Cloudera also supports various functionalities, including AI and Gen AI tools. Basic reporting and some real-time functions are manageable on the platform. View full review »
SS
Sr Manager at a transportation company with 10,001+ employees

Distributed computing, secure containerization, and governance capabilities are the most valuable features.

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Buyer's Guide
Cloudera Data Platform
July 2025
Learn what your peers think about Cloudera Data Platform. Get advice and tips from experienced pros sharing their opinions. Updated: July 2025.
861,524 professionals have used our research since 2012.
TO
Senior Cloud Storage Engineer at Comcast Business

The upgrades and patches must come from Hortonworks. Therefore, if we encounter any problems, they will be responsible for addressing them. This is one of the instances where we have to rely on them for all the upgrades.

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Prashant  Singh - PeerSpot reviewer
Vice President -Product Management at Paytm

It is one of the better technology in terms of Hadoop.

The product offers a fairly easy setup process. 

It is quite stable.

The scalability is good. 

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reviewer1426866 - PeerSpot reviewer
Data Science and Data Engineering Leader | Senior Principal Data Scientist at a healthcare company with 10,001+ employees

The most valuable part of this product is what Cloudera Data Science Workbench can do as a whole for modeling and analysis.  

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Oguzhan Herkiloglu - PeerSpot reviewer
Senior HPC and BigData Architect at Bitnet

One of the most valuable features is that you can configure your data nodes in the big data. Whatever you want. Normally, for example, if you are testing websites and Hash clouds and other sites, in most of them you must manage more than three or four requirements. For example, you must install each feature, you must compile some additional things, and also you must manage more than three configuration files to enable all the nodes to work together.

In the Hortonworks solution, you just need the service, and you just want to install it once to get started on projects easily. You can just click run and it's already installed and you can create and communicate between your services.

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WH
Manager at a tech services company with 201-500 employees

The data platform is pretty neat. The workflow is also really good. 

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LM
Solution Architect at Teradata Corporation

I have no preferences towards any feature.

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it_user742794 - PeerSpot reviewer
Works at a comms service provider with 10,001+ employees

A few of them, namely: Hive/Tez, HBase, Ranger, Yarn and Ambari. Ambari helps managing the platform, Hive is very easy to use. Ranger for security; with Ranger we can manager user’s permissions/access controls very easily.

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it_user742737 - PeerSpot reviewer
BigData(QA & RnD) with 51-200 employees
  • Ambari Web UI: user-friendly
  • Views for Hive, Tez, Pig
  • Spark and Ranger
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it_user635142 - PeerSpot reviewer
Big Data - Senior Solutions Architect at a tech vendor with 10,001+ employees

We evaluated Cloudera and Hortonworks. Based on our evaluation and actual experience in production of 60 nodes and development of 12 nodes, the most valuable features of Hortonworks are:

  • 100% open
  • No lock-in like Cloudera
  • Fast and accurate support instantly
  • Largest number of committers to Hadoop by any means
  • Hive is better in performance and ease of use compared to Impala
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SR
Solution Architect at MIMOS Berhad
  • It's the one and only complete open source big data platform
  • Ambari-managed admin configuration for HDFS, YARN, Hive, HBase, etc.
  • Customized dashboards
  • Web-based HDFS browser
  • SQL editor for Hive
  • Apache Phoenix - OLTP and operational analytics on Hadoop
  • Apache Zeppelin - A web-based notebook that enables interactive data analytics
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it_user338472 - PeerSpot reviewer
CTO at a tech services company

It has a powerful, user-friendly interface called Ambari which allowed us to administrate our cluster easily.

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it_user347127 - PeerSpot reviewer
Consultant at a tech services company with 51-200 employees

Hortonworks is 100% Open Source. Hortonworks does a great job in managing all different components of Hadoop.

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it_user347793 - PeerSpot reviewer
Principal Consultant - Big Data with 501-1,000 employees
  • Ambari
  • Hive
  • Sqoop
  • Flume
  • Spark
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it_user344913 - PeerSpot reviewer
Lead IT Consultant at a tech services company with 5,001-10,000 employees

The features I've found most valuable are--

  • Ambari UI
  • Hive
  • Pig
  • Hive
  • Also integrated Tableau with this distribution
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it_user337905 - PeerSpot reviewer
Associate Consultant at a tech vendor with 501-1,000 employees

From a product standpoint, their Ambari UI is incredibly valuable for cluster monitoring. It simplifies the deployment and maintenance of hosts, and we can provision, configure and test Hadoop services.

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it_user347568 - PeerSpot reviewer
Big Data Architect at a tech services company with 1,001-5,000 employees

There are several features that are most valuable for us--

  • Hue
  • Hive
  • Spark
  • S3
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it_user346956 - PeerSpot reviewer
Cyber Security and Analytics Engineer at a government with 1,001-5,000 employees

Ease of deployment and management of the Hadoop cluster are features we've found most valuable.

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it_user344022 - PeerSpot reviewer
Data science engineer at a tech services company with 501-1,000 employees
  • Open-source
  • Big community
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it_user343344 - PeerSpot reviewer
Business Objects Consultant at a manufacturing company with 1,001-5,000 employees

Its flexibility is the most valuable feature because you can leverage any Hadoop component and take full advantage of its open source capabilities.

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it_user339855 - PeerSpot reviewer
Big Data Consultant at a tech services company with 51-200 employees

Its ability to scale out seamlessly with little to no effort is very valuable to us. All the tools in the stack are built from the ground up to support massive amounts of data.

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it_user340983 - PeerSpot reviewer
Infrastructure Engineer at Zirous, Inc.

The HDFS (Java-based file system) and Hive Utilities are proving to be most useful.

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it_user335694 - PeerSpot reviewer
ICT Consultant (Advanced Infrastructure) at a tech services company with 1,001-5,000 employees

There’s not only one, the all-stack of Hadoop is valuable, the distributed file system HDFS, Spark, Kafka, HBase, etc. Hortonworks has certainly got the most up-to-date version of each component of Hadoop.

Compared to the other Hadoop distributions, the Ambari server provides the user an easy way to manage, to administrate and to configure their cluster. Ambari also provides a single view that gives you the possibility to use different Hadoop components from the same web interface.

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Buyer's Guide
Cloudera Data Platform
July 2025
Learn what your peers think about Cloudera Data Platform. Get advice and tips from experienced pros sharing their opinions. Updated: July 2025.
861,524 professionals have used our research since 2012.