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Amazon EMR vs Pentaho Business Analytics 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
Companies using Amazon EMR often experience significant ROI, with savings up to 20% and substantial returns over on-premise systems.
Sentiment score
5.9
Pentaho Business Analytics enhanced efficiency and output but faced ROI calculation challenges compared to alternatives like QlikView and Tableau.
 

Customer Service

Sentiment score
7.6
Amazon EMR support is generally proactive and efficient, but experiences vary, especially during open-source product integration.
Sentiment score
6.8
Pentaho receives mixed feedback on support, with strong community engagement but varying customer service and documentation quality.
They help with billing, cost determination, IAM properties, security compliance, and deployment and migration activities.
 

Scalability Issues

Sentiment score
7.8
Amazon EMR effectively scales to enterprise needs, with auto-scaling and adaptability, despite occasional peak demand resource allocation delays.
Sentiment score
7.2
Pentaho scales well and fits organizational needs but may require admin expertise for complex environments and large data.
Scalability can be provisioned using the auto-scaling feature, EC2 instances, on-demand instances, and storage locations like block storage, S3, or file storage.
 

Stability Issues

Sentiment score
8.1
Amazon EMR is generally stable and reliable, despite occasional data-related stability issues, with robust failover and monitoring features.
Sentiment score
6.6
Pentaho Business Analytics is generally stable but has occasional Java caching, RAM, and subprocess issues with large databases.
Regular updates, patch installations, monitoring, logging, alerting, and disaster recovery activities are crucial for maintaining stability.
It can handle large datasets.
 

Room For Improvement

Amazon EMR struggles with a steep learning curve, complex configurations, unpredictable costs, and needs enhancements in stability and support.
Pentaho needs user interface, reporting, and visualization enhancements, along with better debugging, metadata management, and cost-effective licensing.
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.
Pentaho Business Analytics is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical skills.
 

Setup Cost

Amazon EMR's costs vary by resources used, with potential high monthly expenses, requiring careful management to prevent surprises.
Pentaho's Community Edition is cost-free, while the Enterprise Edition, offering enhanced features, can cost up to $250,000 annually.
Costs are involved based on cluster resources, data volumes, EC2 instances, instance sizes, Kubernetes, Docker services, storage, and data transfers.
Pentaho Business Analytics is priced similarly to other competitors such as QlikView and Tableau.
 

Valuable Features

Amazon EMR is scalable, easy to use, cost-effective, integrates well with Hadoop, and supports diverse analytics applications.
Pentaho Business Analytics offers powerful ETL, user-friendly interface, customizable dashboards, and cost-saving, open-source analytics and reporting features.
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.
It is a stable product, and it can handle large datasets.
 

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)
Pentaho Business Analytics
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
44
Ranking in other categories
BI (Business Intelligence) Tools (20th), Cloud Operations Analytics (5th), Reporting (13th)
 

Mindshare comparison

Amazon EMR and Pentaho Business Analytics aren’t in the same category and serve different purposes. Amazon EMR is designed for Hadoop and holds a mindshare of 13.8%, down 16.6% compared to last year.
Pentaho Business Analytics, on the other hand, focuses on BI (Business Intelligence) Tools, holds 0.5% mindshare, down 0.6% since last year.
Hadoop
BI (Business Intelligence) Tools
 

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.
Mir Gulzar Ahmed - PeerSpot reviewer
Excels in handling unstructured data, helping organizations navigate through different storage systems
Pentaho can help organizations by providing them an insight of their unstructured data using one platform(Pentaho Business Analytics). The features are almost identical to other BIS platforms but to me, customers can benefit as it has a community version with most of its Enterprise features. It also has a free limited-period trial version. The other feature that I would like to share here is, that users have access to a complete spectrum of data from different sources with the system’s adaptive big data layer, which takes the source of the data into account. The software is built on an open architecture and can be integrated with multiple systems. However, Pentaho Data Integration and Analytics has been acquired by HDS which offers an Enterprise edition for organizations that also need to meet product compliance.
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Comparison Review

it_user6978 - PeerSpot reviewer
Jun 10, 2013
Jaspersoft vs. Pentaho – Which one to use & is there any need to purchase the commercial edition
Any company (be it technology, manfucaturing, human resource, ecommerce, SME etc) always has the need for Business Intelligence to some or the other extent. If cost is one of the consideration factor, then the 2 BI tools which are at the forefront are Pentaho and Jaspersoft. But, often the same…
 

Top Industries

By visitors reading reviews
Financial Services Firm
26%
Computer Software Company
13%
Educational Organization
10%
Manufacturing Company
8%
Financial Services Firm
21%
Computer Software Company
14%
Educational Organization
7%
Real Estate/Law Firm
6%
 

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?
Compared to others, Amazon seems efficient and is considered good for Big Data workloads. Costs are involved based on cluster resources, data volumes, EC2 ( /products/amazon-ec2-reviews ) instances...
What needs improvement with Amazon EMR?
There is room for improvement with respect to retries, handling the volume of data on S3 ( /products/amazon-s3-reviews ) buckets, cluster provisioning, scaling, termination, security, and integrati...
Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
What is your experience regarding pricing and costs for Pentaho Business Analytics?
Pentaho Business Analytics is priced similarly to other competitors such as QlikView ( /products/qlikview-reviews ) and Tableau ( /products/tableau-reviews ). I usually use the community edition.
What needs improvement with Pentaho Business Analytics?
Pentaho Business Analytics ( /categories/bi-business-intelligence-tools ) is hard to learn and not suited for initial users as it requires knowledge of operating systems, Java, and other technical ...
 

Also Known As

Amazon Elastic MapReduce
Pentaho, Kettle, Hitachi Pentaho Business Analytics
 

Overview

 

Sample Customers

Yelp
Cargo 2000 Lufthansa, Marketo, ModCloth, Cardiac Science, Telefonica, ExactTarget, Active Broadband Networks, and Brussels Airport.
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