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Amazon EMR vs VMware Tanzu Data Solutions comparison

 

Comparison Buyer's Guide

Executive Summary

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
7.0
VMware Tanzu Data Solutions is cost-efficient, stable, and valuable, offering high uptime without needing open-source alternatives.
 

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
6.7
VMware Tanzu Data Solutions' customer service is mixed, with varying experiences in response times and technical support effectiveness.
They help with billing, cost determination, IAM properties, security compliance, and deployment and migration activities.
 

Scalability Issues

Sentiment score
7.8
Amazon EMR is scalable and customizable for enterprise applications, despite some performance concerns with resource allocation.
Sentiment score
7.3
VMware Tanzu Data Solutions offer scalability and adaptability but face challenges with complexity and resource limitations under high workloads.
Scalability can be provisioned using the auto-scaling feature, EC2 instances, on-demand instances, and storage locations like block storage, S3, or file storage.
Most of our functions or jobs are queued due to that.
 

Stability Issues

Sentiment score
8.1
Amazon EMR is stable and reliable, though occasionally requires configuration adjustments for different data loads.
Sentiment score
7.0
VMware Tanzu Data Solutions is stable for most users but experiences performance issues under heavy loads or specific configurations.
Regular updates, patch installations, monitoring, logging, alerting, and disaster recovery activities are crucial for maintaining stability.
I have faced stability issues, mainly due to the storage my organization has, though I am not sure if it's specifically due to the tool.
 

Room For Improvement

Amazon EMR needs UI improvements, enhanced automation, better stability, debugging, cost management, and advanced features for efficient operations.
VMware Tanzu Data Solutions need stability, scalability, and performance improvements, better integration, and alignment with PostgreSQL features.
There is room for improvement with respect to retries, handling the volume of data on S3 buckets, cluster provisioning, scaling, termination, security, and integration between services like S3, Glue, Lake Formation, and DynamoDB.
 

Setup Cost

Amazon EMR pricing varies, with potential high costs primarily from infrastructure, despite no standard software licensing fees.
VMware Tanzu Data Solutions offers cost-effective open-source options with competitive pricing for enhanced features and optional support.
Cost optimization can be achieved through instance usage, cluster sharing, and auto-scaling.
 

Valuable Features

Amazon EMR offers scalable, efficient data processing with easy integration and management, emphasizing cost-effectiveness, security, and diverse data connectivity.
VMware Tanzu Data Solutions is praised for its scalability, integration, speed, security, and advanced analytics capabilities.
Amazon EMR helps in scalability, real-time and batch processing of data, handling efficient data sources, and managing data lakes, data stores, and data marts on file systems and in S3 buckets.
The product is not complex; I do not have to create stored procedures, functions, or views.
 

Categories and Ranking

Amazon EMR
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
23
Ranking in other categories
Hadoop (3rd), Cloud Data Warehouse (12th)
VMware Tanzu Data Solutions
Average Rating
8.0
Reviews Sentiment
7.0
Number of Reviews
83
Ranking in other categories
Database Development and Management (7th), Relational Databases Tools (11th), Data Warehouse (9th), Message Queue (MQ) Software (5th)
 

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.
Sushma Polavarapu - PeerSpot reviewer
Create essential reporting scripts with simplicity but has some operational challenges
We mainly create functions and scripts required for reporting The product is not complex; I do not have to create stored procedures, functions, or views. It's just simple to use. There is general room for improvement. I have been using it for five years. I have faced stability issues, mainly…
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Computer Software Company
13%
Manufacturing Company
8%
Educational Organization
8%
Financial Services Firm
28%
Computer Software Company
16%
Manufacturing Company
6%
Healthcare Company
4%
 

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.
How does IBM MQ compare with VMware RabbitMQ?
IBM MQ has a great reputation behind it, and this solution is very robust with great stability. It is easy to use, simple to configure and integrates well with our enterprise ecosystem and protocol...
What is your experience regarding pricing and costs for VMware Tanzu Greenplum?
It’s an open-source solution. There are no expenses for using it.
 

Also Known As

Amazon Elastic MapReduce
Greenplum, Pivotal Greenplum, VMware RabbitMQ, VMware Tanzu GemFire, VMware Postgres
 

Overview

 

Sample Customers

Yelp
General Electric, Conversant, China CITIC Bank, Aridhia, Purdue University
Find out what your peers are saying about Amazon EMR vs. VMware Tanzu Data Solutions and other solutions. Updated: March 2025.
846,617 professionals have used our research since 2012.