AWS Glue vs Oracle GoldenGate comparison

Amazon Web Services (AWS) and Oracle are both solutions in the Cloud Data Integration category. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 96% of Oracle users who would recommend it.

AWS Glue

Read 43 AWS Glue reviews

10,182 Views
7,213 Comparison Views

90% willing to recommend

Oracle GoldenGate

Read 49 Oracle GoldenGate reviews

7,797 Views
5,636 Comparison Views

96% willing to recommend

AWS Glue

Oracle GoldenGate

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between AWS Glue and Oracle GoldenGate 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.

To learn more, read our detailed AWS Glue vs. Oracle GoldenGate Report (Updated: October 2024).

Buyer's Guide

AWS Glue vs. Oracle GoldenGate

October 2024

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Categories and Ranking

AWS Glue

Average Rating

7.8

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Cloud Data Integration (1st)

Oracle GoldenGate

Average Rating

8.2

Number of Reviews

Ranking in other categories

Data Integration (8th)

Featured Reviews

Ajaykumar Myana

Senior Software Developer at a computer software company with 10,001+ employees

Jul 31, 2023

Provides serverless mechanism, easy data transformation and automated infrastructure management

I had the source data, which was unstructured and non-fixable, and my responsibility was to convert it into structured data. For this task, I used PySpark as the programming language. With Python, I implemented the creation of a data frame using Glue jobs. Since Glue jobs are a serverless…

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Vijay Manoharan

IT Technical Specialist at a healthcare company with 10,001+ employees

Mar 7, 2024

Performs real-time replication without data loss, but we cannot do much automation

The setup with the classic GoldenGate architecture was easy. Oracle has now moved to Microservices Architecture. It is a real pain. There are a lot of new things we have to learn. I rate the ease of setup of the classic architecture a seven out of ten. For Microservices, I rate the ease of setup a three out of ten. The deployment takes a couple of hours. We need one system administrator to deploy the tool. We need to maintain the tool. We are a team of four people. We need at least three people for maintenance. The time taken for maintenance depends on how big the environment is. We spend a lot of time on maintenance because our environment is big.

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Quotes from Members

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

Pros

"The most valuable feature of AWS Glue is its ease of use and good documentation. Additionally, we can do all the transformations that we need."

"The solution is serverless so it allows us to transform data while optimizing the cost and performance of Spark jobs."

"The key role for Glue is that it hosts our metadata before rolling out our actual data. This is the major advantage of using this solution and our clients client have been very satisfied with it."

"AWS Glue is quite better than other tools, but you have to learn it properly before you start using it."

"AWS Glue is a good solution for developers, they have the ability to write code in different languages and other software."

"Transformations are valuable because you can modify or override complex data logic from an open source or Spark to solve issues."

"It is a stable and scalable solution."

"I like its integration and ability to handle all data-related tasks."

More AWS Glue pros

"GoldenGate can connect and collect data from multiple sources, such as SQL Server."

"They've recently improved the ease of implementation."

"It scales well. You can either have it working in with the databases, or you can move it outside. It's got the ability to parallelize up, so you can certainly extract and replay the data from your databases in parallel. So it does have horizontal scalability. That is probably one of its stronger features, the ability just to automatically parallelize the replay and playing of data to allow to scale to large volumes."

"It allows us to migrate from one system to another, from one server to another, with no downtime, no outage. We can get the data synchronized with multiple databases and then switch the connectivity across to the new servers."

"One feature that stands out for me is the data center capability."

"You can use Oracle GoldenGate as a DR for your system."

"Since the world is going towards open source, the solution's heterogeneous data migration feature is very useful."

"This solution provides us with real-time replication and it does not affect the performance of other operations, which is very important to us."

More Oracle GoldenGate pros

Cons

"The product is expensive for data streaming. This area needs improvement."

"The setup and installation is a bit complex without advanced knowledge or training."

"There is a learning curve to this tool."

"Overall, I consider the technical support to be fine, although the response time could be faster in certain cases."

"The price of the solution could improve."

"The product has only a few built-in transformations."

"AWS Glue should be more reliable and faster in processing. Enhancing the speed of data processing would be beneficial."

"There should be more connectors for different databases."

More AWS Glue cons

"There are a lot of bugs in the solution."

"You cannot put everything in Golden Gate for the license and large models."

"The solution sometimes has issues with long transactions and replication delays. Its pricing needs improvement."

"The tool's connections are disconnected at times. The tool needs to integrate other databases."

"The solution, in general, should be easier to use, with less need to perform workarounds within the system."

"The GoldenGate license is very costly."

"The solution's licensing price is very expensive and could be made more competitive."

"We struggle with memory. It's limited. However, it may be because of our unique business case and how we use it that it's limiting for us."

More Oracle GoldenGate cons

Pricing and Cost Advice

"I rate pricing an eight out of ten."

"AWS Glue is quite costly, especially for small organizations."

"It is an expensive product. I rate its pricing a nine out of ten."

"The solution's pricing is based on DPUs so it is a good idea to optimize use or it can get expensive."

"I would rate the solution a six or seven on a scale of one to ten, with ten being very expensive. Specifically, I rate its pricing a six out of ten."

"This solution is affordable and there is an option to pay for the solution based on your usage."

"Technical support is a paid service, and which subscription you have is dependent on that. You must pay one of them, and it ranges from $15,000 to $25,000 per year."

"The current cost is around forty to fifty thousand a month."

More AWS Glue pricing and cost advice

"The solution would be costly for a small organization."

"The price is high. Consequently, when clients or customers acquire the solution, they tend to utilize it to its maximum extent due to this factor."

"The price of Oracle GoldenGate should be lowered. It is expensive compared to other solutions."

"The price of this solution is good."

"The tool needs to improve its pricing."

"It is an expensive product."

"We do like the price of this solution."

"Pricing is based on anual licensing with additional costs for support packages."

More Oracle GoldenGate pricing and cost advice

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Comparison Review

it_user99375

Database Administrator at a tech services company with 51-200 employees

Mar 31, 2014

Oracle GoldenGate vs. Oracle Active Dataguard

As an Oracle DBA, while working upon high availability of your database you may stumble upon various Oracle strategic capabilities that fall into categories of Oracle Replication. Oracle provides various technologies for replication like GoldenGate, streams, and Active Dataguard. Replication…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

14%

Manufacturing Company

Insurance Company

Financial Services Firm

22%

Computer Software Company

13%

Manufacturing Company

Government

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

What do you like most about Oracle GoldenGate?

The product is reliable for data integrity.

See all answers

What is your experience regarding pricing and costs for Oracle GoldenGate?

The product is expensive. Due to the high cost, we are considering alternative solutions.

See all answers

What needs improvement with Oracle GoldenGate?

The solution sometimes has issues with long transactions and replication delays. Its pricing needs improvement.

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 35% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue

Compared 8% of the time

Informatica PowerCenter vs AWS Glue

Compared 6% of the time

SSIS vs AWS Glue

Compared 5% of the time

Talend Open Studio vs AWS Glue

Compared 5% of the time

More AWS Glue Competitors

AWS Database Migration Service vs Oracle GoldenGate

Compared 18% of the time

Qlik Replicate vs Oracle GoldenGate

Compared 12% of the time

Quest SharePlex vs Oracle GoldenGate

Compared 7% of the time

Azure Data Factory vs Oracle GoldenGate

Compared 7% of the time

Delphix vs Oracle GoldenGate

Compared 2% of the time

More Oracle GoldenGate Competitors

Product Reports

Buyer's Guide

AWS Glue

November 2024

Download AWS Glue product report

Buyer's Guide

Oracle GoldenGate

October 2024

Download Oracle GoldenGate product report

Also Known As

No data available

GoldenGate

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Amazon Web Services (AWS)

Oracle

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.

Oracle GoldenGate is a real-time data integration and database replication solution. It can detect data events and route them across networks at very low latencies and integrates well with 100s of combinations of non-Oracle databases, data stores, and clouds.

Oracle GoldenGate Features

Oracle GoldenGate has many valuable key features, including:

Simple to use web interface
Fast and easy installation or provisioning
Command line access via AdminClient that can run anywhere
RESTful APIs for DevOps
Offers built-in monitoring but also can be easily adapted to roll your own monitoring
APIs are protected by Cross Site Request Forgery (CSRF) authentication.

Oracle GoldenGate Benefits

Some of the benefits of using Oracle GoldenGate include:

Oracle GoldenGate is deeply integrated with the Oracle Database (logging, redo, backup and recovery layer, security, administration, data guard, data vault, autonomous database etc.).
It is the most stable, performant, and reliable CDC / replication solution for Oracle.
High performance: Oracle GoldenGate is capable of sub-second latency for data movement. featuring low impact capture, routing, transformation, and delivery of transactional data.
GoldenGate is the only CDC / replication tool that keeps pace with new and emerging innovations (security, features, data types, etc) in the core Oracle Database.
The solution supports a wide range of use cases, from conventional OLTP data replication and high availability to data lake ingestion or multi-cloud ingestion, SaaS application replication, and messaging replication.
GoldenGate is the only CDC / replication technology certified for Exadata, Exadata Cloud Service, and Exadata Cloud at Customer.
For fault-tolerance, GoldenGate has its own mechanism to keep track of how much work is completed and how much is pending. This mechanism is independent of any database and ensures, with the help of automatic gap-resolution, that no data loss occurs.
GoldenGate uses its own proprietary format files for keeping the committed data coming from the source database, making it independently functional irrespective of the database in use.
To maintain the performance and consistency, only committed data is sent. Uncommitted data is captured by GoldenGate, but is discarded after receiving a Rollback.
With GoldenGate, data sending is in “near real time,” which reduces the possibility of latency.

Reviews from Real Users

Below are some reviews and helpful feedback written by Oracle GoldenGate users.

PeerSpot user Steve-J., Cloud Migration Software Consultant - UK & EMEA at 1PLACE, says, "What I have found the most valuable about GoldenGate is that it does real-time and no-downtime migrations. Its migrations are fast. There are not many tools like it on the marketplace."

Pinak S., Senior Manager of System and Database at ESL, mentions, “We like how in GoldenGate the heterogeneous database is supported. Sometimes the client actually needs a schedule and needs to ensure the state of databases for reporting purposes. With that in mind, we have been able to configure GoldenGate for certain schema. The solution is quite stable. They've recently improved the ease of implementation.”

A Database Administrator at a manufacturing company explains, "It moves the data as you set it up, and it works. I am also very impressed with its stability and scalability. It is not super feature-rich, but the new releases have more functionality. It recently had more native integrations with Oracle Database. If you are using it against an Oracle database, it has a lot more functionality."

An Oracle ERP DBA Consultant - Oracle Super Cluster T5-8 Admin at a government comments, "GoldenGate can connect and collect data from multiple sources, such as SQL Server."

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday

Japan Exchange Group, Daewoo E&C, Herbalife, Starwood Hotels & Resorts, Canon, Turk Telekom

Buyer's Guide

AWS Glue vs. Oracle GoldenGate

October 2024

Free Report: AWS Glue vs. Oracle GoldenGate

Find out what your peers are saying about AWS Glue vs. Oracle GoldenGate and other solutions. Updated: October 2024.

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