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Amazon EMR vs Cloudera Data Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 1, 2025

Review summaries and opinions

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

ROI

Sentiment score
6.3
Amazon EMR ROI varies widely, with some companies doubling returns and others reporting up to 20% in cost savings.
Sentiment score
5.6
Organizations reported mixed ROI with Cloudera Data Platform, with some achieving significant returns and others still evaluating results.
 

Customer Service

Sentiment score
7.6
Amazon EMR customer service is generally responsive and knowledgeable, but some experience inconsistencies and slower responses with open-source integrations.
Sentiment score
6.6
Cloudera Data Platform support experiences vary, with mixed reviews for technical support and praise for paid assistance and direct engineer interaction.
 

Scalability Issues

Sentiment score
7.8
Amazon EMR is scalable and customizable for enterprise applications, despite some performance concerns with resource allocation.
Sentiment score
6.5
Cloudera Data Platform is scalable and reliable but faces competition from Hortonworks and Azure for broader scaling capabilities.
 

Stability Issues

Sentiment score
8.1
Amazon EMR is stable and reliable, though occasionally requires configuration adjustments for different data loads.
Sentiment score
7.1
Cloudera Data Platform is stable with support, despite occasional bugs, upgrade issues, and data storage instability concerns.
 

Room For Improvement

Amazon EMR needs UI improvements, enhanced automation, better stability, debugging, cost management, and advanced features for efficient operations.
Cloudera Data Platform needs improvements in usability, security, performance, cost, cloud integration, and community support for better efficiency.
 

Setup Cost

Amazon EMR pricing varies, with potential high costs primarily from infrastructure, despite no standard software licensing fees.
Cloudera Data Platform provides scalable and cost-effective data management, with a mix of free and paid options based on node usage.
 

Valuable Features

Amazon EMR offers scalable, efficient data processing with easy integration and management, emphasizing cost-effectiveness, security, and diverse data connectivity.
Cloudera Data Platform offers scalable, user-friendly management with secure, integrated tools and a strong community-supported infrastructure.
 

Categories and Ranking

Amazon EMR
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
22
Ranking in other categories
Hadoop (3rd), Cloud Data Warehouse (12th)
Cloudera Data Platform
Average Rating
8.0
Reviews Sentiment
6.4
Number of Reviews
25
Ranking in other categories
Cloud Master Data Management (MDM) Solutions (10th), Data Management Platforms (DMP) (7th)
 

Featured Reviews

Prashant  Singh - PeerSpot reviewer
Seamless data integration enhances reporting efficiency and an easy setup
Amazon EMR has multiple connectors that can connect to various data sources. The service charges are based on processing only, depending on the resources used, which can help save money. It is easy to integrate with other services for storage, allowing data to be shifted to cheaper storage based on usage.
Prashant  Singh - PeerSpot reviewer
A good technology with an easy setup but is at end of life
The solution is fairly simple to set up. It's not too complex or difficult. If you know the solution, it's easy. However, there is a learning curve. If you don't know anything about it, it can be more complex. You can typically deploy it within a week. We have five or six people capable of handling a deployment.
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Computer Software Company
13%
Manufacturing Company
8%
Educational Organization
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Amazon EMR?
Amazon EMR is a good solution that can be used to manage big data.
What is your experience regarding pricing and costs for Amazon EMR?
The cost of Amazon EMR is a little bit expensive, especially considering the support package, which includes a gold package.
What needs improvement with Amazon EMR?
Spark jobs take longer on Amazon EMR compared to previous experiences. This aspect could be improved to make them more efficient.
What do you like most about Hortonworks Data Platform?
Distributed computing, secure containerization, and governance capabilities are the most valuable features.
What is your experience regarding pricing and costs for Hortonworks Data Platform?
I haven't done a price analysis specifically for HDP. However, when it was first introduced as Hadoop 2.0, there were a few use cases where the price was quite high. It was particularly expensive f...
What needs improvement with Hortonworks Data Platform?
Since Cloudera acquired HDP, it's been bundled with CBH and HDP. However, the biggest challenge is cloud storage integration with Azure, GCP, and AWS. These platforms offer competitive storage solu...
 

Also Known As

Amazon Elastic MapReduce
No data available
 

Overview

 

Sample Customers

Yelp
Information Not Available
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