AWS Glue vs SSIS comparison

Amazon Web Services (AWS) and Microsoft are both solutions in the Cloud Data Integration category. Additionally, 91% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 80% of Microsoft users who would recommend it.

AWS Glue

Read 45 AWS Glue reviews

10,182 Views
7,213 Comparison Views

91% willing to recommend

SSIS

Read 71 SSIS reviews

14,990 Views
12,034 Comparison Views

80% willing to recommend

AWS Glue

SSIS

Comparison Buyer's Guide

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Executive SummaryUpdated on Oct 8, 2024

SSIS and AWS Glue are competing in the data integration solutions category. AWS Glue seems to have the upper hand due to its cloud-native features and advanced functionalities.

Features: SSIS includes a drag-and-drop design, comprehensive transformation tasks, and strong support for Windows environments. AWS Glue offers a serverless model, efficient data processing capabilities, and high flexibility and scalability.

Room for Improvement: SSIS could enhance its cloud integration, simplify maintenance, and modernize its interface. AWS Glue needs to improve its documentation, user guides, and support responsiveness.

Ease of Deployment and Customer Service: SSIS provides straightforward deployment in Windows environments and reliable customer support. AWS Glue provides flexibility and quick deployment in cloud environments with mixed feedback on support responsiveness.

Pricing and ROI: SSIS offers a predictable pricing model that aids in budgeting. AWS Glue provides better ROI for cloud-centric strategies with a pay-as-you-go model, making it appealing for scalability without upfront costs.

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

Buyer's Guide

AWS Glue vs. SSIS

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)

SSIS

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Data Integration (4th)

Featured Reviews

Ajaykumar Myana

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

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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Sakiru Dosumu

Head, Development Chapter (DevOps) at First Bank of Nigeria Ltd.

Its ability to transform and transport data is extremely valuable

he ability of SSIS to transform and transport data is extremely valuable to me. It allows for intelligent extraction and manipulation of data during the process. Improved error handling would enhance ETL processes further. I haven't directly utilized the data flow components but they seem capable of supporting complex data integration needs.

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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

"AWS Glue is fast and managed by AWS. Hence, you don't have to worry about capacity and the performance of Glue jobs. It has integrations with other data stores of AWS. The product offers metadata management, logging, and ETL processing capabilities. It comes with a powerful feature, Glue Studio, which helps to do queries interactively within the community. It is a managed service and very secure. Another popular and mature service is S3."

"Its ease of use, cost-effectiveness, and highly secure architecture are some of the most valuable features."

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

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

"It's very good to manage."

"AWS Glue is very quick to start without cold starts, unlike AWS Lambda."

"The most valuable feature of AWS Glue is that it provides a GUI format with a drag-and-drop feature."

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

More AWS Glue pros

"The solution is easy to use and developer friendly."

"The most valuable feature of the solution is performance."

"I like that this solution is very scalable, accommodating large datasets and various types of servers. It integrates with most common database servers and allows for customization through coding, including complex scripts. Compared to Alteryx Designer, SSIS offers more customization. Its data cleaning capabilities are highly accurate because we can run tests as data is loaded, ensuring it meets all requirements before reaching the final destination. The ability to write custom SQL and C# code within SSIS packages is its greatest feature."

"The simplicity of the solution is great. The solution also offers excellent integration."

"SSIS is easy to use."

"It has a drag and drop feature that makes it easy to use. It has a good user experience because it takes into account your most-used tools and they're lined up nicely so you can just drag and drop without looking too far. It also integrates nicely with Microsoft."

"Overall, it's a good product."

"The most valuable aspect of this solution is that it is simple to use and it offers a flexible custom script task."

More SSIS pros

Cons

"I would like to see a more robust interface on the no-code side. This would be nice to be able to split cells."

"It is very difficult to learn the tool and remember the syntaxes comparatively."

"While working on AWS Glue, I could not find any training material for it."

"Beginners need additional support as it currently lacks some features required for complex transformations, often necessitating custom Python coding."

"The crucial problem with AWS Glue is that it only works with AWS. It is not an agnostic tool like Pentaho. In PowerCenter, we can install the forms from Google and other vendors, but in the case of AWS Glue, we can only use AWS."

"In terms of performance, if they can further optimize the execution time for serverless jobs, it would be a welcome improvement."

"On occasion, the solution's dashboard reports that a project failed due to runtime but it actually succeeded."

"I have encountered challenges with multi-region support."

More AWS Glue cons

"SSIS can improve by the minimum code requirements in stored procedures and exporting data is difficult. They could make it easier, it should be as easy as it is to import data."

"Microsoft's technical support has decreased in quality over the last few years, becoming less responsive and tending to pass problems on instead of solving them."

"In terms of its performance, it could be better. That could be something that would be easy and welcomed as an upgrade."

"SSIS has room for improvement, mainly because the overall package can be buggy. It often locks up, requiring a restart, which is annoying. However, since it's free, we tolerate these performance issues. I'd like to see better debugging tools in future releases and improvements in API calls; It would be helpful if SSIS had a built-in API engine so we wouldn't have to rely solely on database connections."

"I would like to see better integration with Power BI."

"The high prices attached to the product can be an area of concern where improvements are required."

"I come from a coding background and this tool is graphically based. Sometimes I think it's cumbersome to do mapping graphically. If there was a way to provide a simple script, it would be helpful and make it easier to use."

"The security could be improved, as it is more important in our context."

More SSIS cons

Pricing and Cost Advice

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

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

"AWS Glue is a paid service that doesn't come under the free trial of AWS."

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

"I rate the tool's pricing a four out of ten."

"The pricing is a bit higher than other solutions like Athena and EC2. If the pricing becomes more scaled or flexible, it will be good because you have to pay 44 cents just for one DPU for an hour. If you increase DPUs to 5 or 10, the pricing gets multiplied. There are also some time limits like 0 to 10 minutes or 10 to 20 minutes. If the pricing is according to the minutes, it would be better because you have to limit your job to 10 minutes or 20 minutes."

"AWS Glue uses a pay-as-you-go approach which is helpful. The price of the overall solution is low and is a great advantage."

"I rate pricing an eight out of ten."

More AWS Glue pricing and cost advice

"Our license with SSIS is annual."

"All of my clients have this product included as part of their Microsoft license."

"My advice is to look at what your configuration will be because most companies have their own deals with Microsoft."

"t's incredibly cost effective, easy to learn the basics quickly (although like all ETL tools requires the traditional learning curve to get good at) and has an immense user base."

"Depending on the arrangement that a certain company has with Microsoft, it may supply the permanent license that is included in the SQL server license, or it may be a time-bound license if it is a partner license or other enterprise license."

"This solution is a free of charge addition to our SQL licence. However, the only way this tool can be utilized is as a feature of the SQL licence, which may make it unattractive to organizations who don't wish to purchase the wider-ranging licence."

"It would be beneficial if the solution had a less costly cloud offering."

"We purchased the standard edition of SQL Server and SSIS came with it free of charge."

More SSIS pricing and cost advice

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Comparison Review

it_user90069

BI Expert at a healthcare company with 1,001-5,000 employees

Feb 20, 2014

Informatica PowerCenter vs. Microsoft SSIS - each technology has its advantages but also have similarities

Technology has made it easier for businesses to organize and manipulate data to get a clearer picture of what’s going on with their business. Notably, ETL tools have made managing huge amounts of data significantly easier and faster, boosting many organizations’ business intelligence operations…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

14%

Manufacturing Company

Insurance Company

Financial Services Firm

17%

Computer Software Company

12%

Government

Healthcare Company

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

Which is better - SSIS or Informatica PowerCenter?

SSIS PowerPack is a group of drag and drop connectors for Microsoft SQL Server Integration Services, commonly called SSIS. The collection helps organizations boost productivity with code-free compo...

See all answers

What do you like most about SSIS?

The product's deployment phase is easy.

See all answers

What is your experience regarding pricing and costs for SSIS?

The solution comes free of cost.

See all answers

Comparisons

AWS Database Migration Service vs AWS Glue

Compared 34% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs AWS Glue

Compared 7% of the time

Informatica PowerCenter vs AWS Glue

Compared 6% of the time

Talend Open Studio vs AWS Glue

Compared 5% of the time

SnapLogic vs AWS Glue

Compared 4% of the time

More AWS Glue Competitors

Informatica PowerCenter vs SSIS

Compared 24% of the time

Talend Open Studio vs SSIS

Compared 13% of the time

IBM InfoSphere DataStage vs SSIS

Compared 8% of the time

Oracle Data Integrator (ODI) vs SSIS

Compared 7% of the time

Alteryx Designer vs SSIS

Compared 3% of the time

More SSIS Competitors

Product Reports

Buyer's Guide

AWS Glue

November 2024

Download AWS Glue product report

Buyer's Guide

SSIS

October 2024

Download SSIS product report

Also Known As

No data available

SQL Server Integration Services

Learn More

Amazon Web Services (AWS)

Microsoft

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.

SSIS is a versatile tool for data integration tasks like ETL processes, data migration, and real-time data processing. Users appreciate its ease of use, data transformation tools, scheduling capabilities, and extensive connectivity options. It enhances productivity and efficiency within organizations by streamlining data-related processes and improving data quality and consistency.

Sample Customers

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

1. Amazon.com 2. Bank of America 3. Capital One 4. Coca-Cola 5. Dell 6. E*TRADE 7. FedEx 8. Ford Motor Company 9. Google 10. Home Depot 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Foods 15. Lockheed Martin 16. McDonald's 17. Microsoft 18. Morgan Stanley 19. Nike 20. Oracle 21. PepsiCo 22. Procter & Gamble 23. Prudential Financial 24. RBC Capital Markets 25. SAP 26. Siemens 27. Sony 28. Toyota 29. UnitedHealth Group 30. Visa 31. Walmart 32. Wells Fargo

Buyer's Guide

AWS Glue vs. SSIS

October 2024

Free Report: AWS Glue vs. SSIS

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