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AWS Glue vs Denodo comparison

Amazon Web Services (AWS) and Denodo are both solutions in the Cloud Data Integration category. Amazon Web Services (AWS) is ranked #1 with an average rating of 7.6, while Denodo is ranked #12 with an average rating of 8.9. Amazon Web Services (AWS) holds a 24.8% mindshare in CDI, compared to Denodo’s 4.4% mindshare. Additionally, 91% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 93% of Denodo users who would recommend it.
AWS Glue
Read 45 AWS Glue reviews
  • 10,182 Views
  • 7,213 Comparison Views
91% willing to recommend
Denodo
Read 32 Denodo reviews
  • 1,753 Views
  • 1,078 Comparison Views
93% willing to recommend
 

Comparison Buyer's Guide

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Executive Summary
We performed a comparison between AWS Glue and Denodo based on real PeerSpot user reviews.

Find out in this report how the two Cloud Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

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To learn more, read our detailed AWS Glue vs. Denodo Report (Updated: October 2024).
Buyer's Guide
AWS Glue vs. Denodo
October 2024
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Review summaries and opinions

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

Customer Service

No sentiment score available
No sentiment score available
Denodo's support is quick and knowledgeable, though some users find bug resolution and community portal usability challenging.
 

Room For Improvement

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Sentiment score
4.6
Denodo users seek improved data catalog features, third-party integration, better performance, enhanced UI, AI capabilities, and vector database support.
 

Scalability Issues

No sentiment score available
Sentiment score
8.1
Denodo is scalable and integrates well, but faces challenges with performance, costs, and source database integration.
 

Setup Cost

No sentiment score available
No sentiment score available
Denodo offers tiered pricing that is seen as fair; options include enterprise and express editions with discounts and trials available.
 

Stability Issues

No sentiment score available
Sentiment score
8.0
Denodo is reliable with minor issues, improved stability from upgrades, and favorable performance ratings despite complex scenario challenges.
 

Valuable Features

No sentiment score available
Sentiment score
8.6
Denodo offers robust data virtualization with fast performance, easy integration, and strong security, enhancing usability and data management.
 

Categories and Ranking

AWS Glue
Ranking in Cloud Data Integration
1st
Average Rating
7.8
Reviews Sentiment
7.1
Number of Reviews
45
Ranking in other categories
No ranking in other categories
Denodo
Ranking in Cloud Data Integration
12th
Average Rating
7.8
Reviews Sentiment
7.4
Number of Reviews
32
Ranking in other categories
Data Integration (14th), Data Virtualization (1st)
 

Mindshare comparison

As of November 2024, in the Cloud Data Integration category, the mindshare of AWS Glue is 24.8%, up from 24.6% compared to the previous year. The mindshare of Denodo is 4.4%, up from 3.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Cloud Data Integration
 

Featured Reviews

Ajaykumar Myana - PeerSpot reviewer
Provides serverless mechanism, easy data transformation and automated infrastructure management
We no longer had to worry much about infrastructure management because AWS Glue is serverless, and Amazon takes care of the underlying infrastructure. This allowed us to focus on the code and application logic without concerns about scaling, CPU management, or handling fluctuations in flow. The serverless nature of Glue jobs relieved us from these infrastructure-related worries.
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Dash Bibhuprasad - PeerSpot reviewer
Saves our underwriters' time with data virtualization, but could provide more learning resources
As a company, we first did a proof-of-concept for about four months to make sure the product was a perfect fit for us or not, and beyond that I have only used Denodo for another year or so, so I know that we haven't used the product to its fullest yet. Indeed, a lot of Denodo has changed since we had our first presentation on it with the Denodo sales team who gave us a rundown of all the features. Nevertheless, there are multiple ideas I could suggest in terms of improvement. First of all, the visualization and reporting could be better. Of course, the data virtualization is good, but the data visualization could be improved with regards to the real-time dashboarding of the graphs, pie charts, etc. For the real-time data, the dashboard should preferably be updated automatically every hour. Let's say, as a CEO or CFO, I just want to know how much premium the company will get at any hour of the day. This data should be readily available on the dashboard. This is largely why we stick with Power BI's dashboarding features (besides the simple fact that Power BI works well hand-in-hand with Azure), and why we still haven't used Denodo's data visualization features as much as the data virtualization features. Another area we have been struggling with is the integration of Denodo with both Salesforce and MuleSoft, which we use to track the customers in our sales system, such as when sending insurance quotes. When we first tried to integrate Salesforce, we found that there was some type of version incompatibility. We had a hard time talking with Salesforce about this, but eventually we upgraded our version and the integration was resolved. Yet, this was a challenge that I feel we didn't need to go through, as we were not able to quickly map out the issue. And with MuleSoft, we have not been able to integrate it properly at all. I have also seen our users complain about the availability of data sources, where they are sometimes not able to connect to all the sources they need. This kind of complaint, however, is difficult to diagnose, and I don't know for sure whether it is due to how we have Denodo set up in the company, or whether it's an actual issue with Denodo itself. These complaints were mainly made during the first few months of our usage, so it is possible that the problems stemmed from a lack of knowledge on how to use Denodo correctly, especially since the individual feedback would generally be something vague like, "Okay, I'm not able to do this". To help resolve these complaints, I would suggest that Denodo work on better documentation and perhaps some kind of virtual training. For example, there's an insurance software company called Guidewire, and when we first brought Guidewire into the company they sent us a lot of training videos even before the actual integration took place. For Denodo, it would be beneficial to make sure that the team that will be using it has some kind of training on how to use the product at least a month beforehand, and there could even be some kind of feedback or Q&A sessions to go along with the training. If Denodo were able to provide this kind of training, it would be very helpful to users in insurance and banking companies because the staff are typically older and not always technically-minded. They say, "You are pushing us too hard", so they need encouragement when it comes to adoption of a new software product.
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
14%
Manufacturing Company
8%
Insurance Company
6%
Financial Services Firm
20%
Manufacturing Company
10%
Computer Software Company
9%
Energy/Utilities Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

How do you select the right cloud ETL tool?
AWS Glue and Azure Data factory for ELT best performance cloud services.
See all answers
How does Talend Open Studio compare with AWS Glue?
We reviewed AWS Glue before choosing Talend Open Studio. AWS Glue is the managed ETL (extract, transform, and load) from Amazon Web Services. AWS Glue enables AWS users to create and manage jobs in...
See all answers
What are the most common use cases for AWS Glue?
AWS Glue's main use case is for allowing users to discover, prepare, move, and integrate data from multiple sources. The product lets you use this data for analytics, application development, or ma...
See all answers
Does Denodo provide useful data virtualization education? Is it useful to attend their training?
If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...
See all answers
In experience, what might Denodo be lacking or need improvement on?
I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...
See all answers
Which industries can benefit from Denodo the most?
Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...
See all answers
 

Comparisons

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AWS Database Migration Service vs AWS Glue
Compared 34% of the time
Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue Logo
Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue
Compared 7% of the time
Informatica PowerCenter vs AWS Glue Logo
Informatica PowerCenter vs AWS Glue
Compared 6% of the time
SSIS vs AWS Glue Logo
SSIS vs AWS Glue
Compared 5% of the time
Palantir Foundry vs AWS Glue Logo
Palantir Foundry vs AWS Glue
Compared 2% of the time
More AWS Glue Competitors
Azure Data Factory vs Denodo Logo
Azure Data Factory vs Denodo
Compared 13% of the time
MuleSoft Anypoint Platform vs Denodo Logo
MuleSoft Anypoint Platform vs Denodo
Compared 10% of the time
Delphix vs Denodo Logo
Delphix vs Denodo
Compared 8% of the time
Informatica PowerCenter vs Denodo Logo
Informatica PowerCenter vs Denodo
Compared 5% of the time
Palantir Foundry vs Denodo Logo
Palantir Foundry vs Denodo
Compared 5% of the time
More Denodo Competitors
 

Product Reports

Buyer's Guide
AWS Glue
November 2024
AWS Glue reportDownload AWS Glue product report
Buyer's Guide
Denodo
November 2024
Denodo reportDownload Denodo product report
 

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Amazon Web Services (AWS)
Denodo
 

Overview

AWS Glue is a serverless cloud data integration tool that facilitates the discovery, preparation, movement, and integration of data from multiple sources for machine learning (ML), analytics, and application development. The solution includes additional productivity and data ops tooling for running jobs, implementing business workflows, and authoring.

AWS Glue allows users to connect to more than 70 diverse data sources and manage data in a centralized data catalog. The solution facilitates visual creation, running, and monitoring of extract, transform, and load (ETL) pipelines to load data into users' data lakes. This Amazon product seamlessly integrates with other native applications of the brand and allows users to search and query cataloged data using Amazon EMR, Amazon Athena, and Amazon Redshift Spectrum.

The solution also utilizes application programming interface (API) operations to transform users' data, create runtime logs, store job logic, and create notifications for monitoring job runs. The console of AWS Glue connects all of these services into a managed application, facilitating the monitoring and operational processes. The solution also performs provisioning and management of the resources required to run users' workloads in order to minimize manual work time for organizations.

AWS Glue Features

AWS Glue groups its features into four categories - discover, prepare, integrate, and transform. Within those groups are the following features:

  • Automatic schema discovery: AWS Glue crawlers connect to the organization's source or target data source through a prioritized list of classifiers to determine the schema for users' data. This feature creates metadata in companies' AWS Glue Data Catalog.

  • Schemas for data stream management: The AWS Glue Schema Registry enables users to validate and control the evolution of streaming data through registered Apache Avro schemas for no additional charge.

  • Automatic scaling based on workload: This feature dynamically scales resources up and down based on workload. The feature controls job resources, removing them depending on how much the workload can be split up.

  • FindMatches: This feature is for machine learning-based data deduplication and cleansing, and works by finding records that are imperfect matches of each other to remove useless data copies.

  • Edit, debug, and test ETL code: This feature helps users who have chosen to interactively develop their ETL code by providing development endpoints for editing, debugging, and testing the code it generates for them.

  • AWS Glue DataBrew: An interactive, point-and-click visual interface for specialists to clean and normalize data without the need to write any code.

  • AWS Glue Interactive Sessions: This feature simplifies the development of data integration jobs by enabling data engineers to interactively prepare and explore data.

  • AWS Glue Studio Job Notebooks: This AWS Glue feature provides serverless notebooks with minimal setup, allowing developers to start working in a timely manner.

  • Complex ETL pipeline building: This feature allows the product to be invoked on a schedule, on demand, or based on an event, allowing users to start multiple jobs in parallel or specify dependencies to build complex ETL pipelines.

  • AWS Glue Studio: This AWS Glue feature allows users to visually transform data through a drag-and-drop interface. The product automatically generates the code for ETL processes for users' data.

AWS Glue Benefits

AWS Glue offers a wide range of benefits for its users. These benefits include:

  • Users of other AWS products can easily onboard with AWS Glue, as it is integrated across a wide range of the company's services.

  • The solution is serverless, which allows for a lower total cost of ownership.

  • AWS Glue offers more power for users, as it automates much of the effort in building, maintaining, and running ETL jobs.

  • The product allows customers to easily discover and search across all their AWS datasets through AWS Glue Data Catalog.

  • AWS Glue does not require additional payment for managing and enforcing schemas for data streams.

  • The solution facilitates the authority of scalable ETL jobs for beginners and non-coding experts through a drag-and-drop interface.

Reviews from Real Users

Mustapha A., a cloud data engineer at Jems Groupe, likes AWS Glue because it is a product that is great for serverless data transformations.

Liana I., CEO at Quark Technologies SRL, describes AWS Glue as a highly scalable, reliable, and beneficial pay-as-you-go pricing model.

Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.

The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.

Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.

Denodo Features

At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:

  • Scalability: Denodo can scale from departmental or project to enterprise-wide with geographically distributed nodes. It can also handle large transactional loads of users, sources, and transactions as well as analytical loads of data volumes.

  • Query optimizers: This feature offers advanced cost-based and source constraint-based query optimization that includes query rewrite, query delegations, data movements, and join optimization.

  • Intelligent caching: This feature makes full, portal, and time-based caching possible.

  • Fine-grained security model: This Denodo feature makes integration with external systems possible.

  • Monitoring and auditing: Denodo offers enterprise-grade monitoring and auditing, which allows for integration with system management products, including Tivoli, Unicenter, and HP BTO.

  • Development and deployment support: The product offers full lifecycle support for the development and deployment of applications, providing users with all required tools.

Denodo Benefits

Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:

  • The solution accelerates time to market for all types of business data through its services.

  • Denodo provides IT agility, which helps companies respond to business-changing demands in a timely manner.

  • Users can decide how much data replication they want to reduce through Denodo and use the product in full control.

  • The solution meets the industry's security and privacy requirements by providing high-grade protection for users' data.

  • Users can benefit from centralized control of data query executions for complete governance and full security.

  • Denodo offers legacy replacement, multi-cloud deployments, and cloud migrations with minimal disruptions and a fair price.

  • The solution utilizes artificial intelligence (AI) and machine learning (ML) to unlock data potential for customers.

Reviews from Real Users

Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.

Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.

 

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday
Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta
Buyer's Guide
AWS Glue vs. Denodo
October 2024
Free Report: AWS Glue vs. Denodo
Find out what your peers are saying about AWS Glue vs. Denodo and other solutions. Updated: October 2024.
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