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AWS Glue VS AWS Server Migration Service

Compare AWS Glue VS AWS Server Migration Service and see what are their differences

AWS Glue logo AWS Glue

Fully managed extract, transform, and load (ETL) service

AWS Server Migration Service logo AWS Server Migration Service

On-Premise Data Integration
  • AWS Glue Landing page
    Landing page //
    2022-01-29
  • AWS Server Migration Service Landing page
    Landing page //
    2023-04-13

AWS Glue features and specs

  • Fully Managed
    AWS Glue is a fully managed ETL (Extract, Transform, Load) service, which means you don't need to manage any underlying infrastructure. This reduces the operational overhead and allows you to focus on the data processing tasks.
  • Scalability
    AWS Glue can automatically scale resources up or down based on the demand and workload, ensuring optimal performance without manual intervention.
  • Serverless
    Being serverless, there are no servers to manage or maintain. You only pay for the resources that you consume, which can result in significant cost savings.
  • Integrated Data Catalog
    AWS Glue comes with a built-in data catalog that helps you organize and discover your data. It automatically indexes and maintains metadata about your data, making it easier to manage.
  • Support for Multiple Data Sources
    AWS Glue supports a variety of data sources including Amazon S3, RDS, Redshift, and many external databases, providing flexibility in your ETL processes.
  • Developer Tools
    AWS Glue provides developer endpoints for custom ETL logic, and integrates with AWS SDKs, Boto3, and the AWS CLI, allowing for a flexible development experience.

Possible disadvantages of AWS Glue

  • Complex Pricing
    The pricing model for AWS Glue can be complicated, involving multiple components such as Data Processing Units (DPUs), data catalog storage, and crawler costs, which may make it hard to estimate costs.
  • Learning Curve
    There is a significant learning curve for developers who are new to AWS Glue, especially when it comes to understanding its various components and configurations.
  • Performance for Small Datasets
    AWS Glue is optimized for large-scale data processing, which may result in suboptimal performance and higher costs for smaller datasets.
  • Vendor Lock-in
    Using AWS Glue ties you to the AWS ecosystem, making it harder to switch to another cloud provider without significant rework of your ETL pipelines and data catalog.
  • Limited Debugging Tools
    The debugging and troubleshooting tools for AWS Glue are somewhat limited compared to other mature ETL tools, which may complicate the development and maintenance of ETL jobs.
  • Job Run Delays
    There can be delays in job startup times, which can be problematic for certain time-sensitive applications requiring near real-time data processing.

AWS Server Migration Service features and specs

No features have been listed yet.

AWS Glue videos

AWS re:Invent BDT 201: AWS Data Pipeline: A guided tour

More videos:

  • Review - Build ETL Processes for Data Lakes with AWS Glue - AWS Online Tech Talks
  • Review - Getting Started with AWS Glue Data Catalog
  • Review - Bajaj Housing Finance Limited: Serverless Data Pipelines with AWS Glue and Amazon Aurora PGSQL

AWS Server Migration Service videos

How to Migrate your Virtual Machines to AWS using the AWS Server Migration Service

More videos:

  • Demo - AWS Server Migration Service (SMS) || Concept || Detail Demo - Migrate Azure VM to AWS
  • Demo - Module 8: AWS Migration Methodology, Process, and Tools - AWS Server Migration Service Demo

Category Popularity

0-100% (relative to AWS Glue and AWS Server Migration Service)
ETL
92 92%
8% 8
Data Integration
91 91%
9% 9
Web Service Automation
90 90%
10% 10
Data Pipelines
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare AWS Glue and AWS Server Migration Service

AWS Glue Reviews

Best ETL Tools: A Curated List
AWS Glue is a fully managed serverless ETL service from Amazon Web Services (AWS) designed to automate and simplify the data preparation process for analytics. Its serverless architecture eliminates the need to manage infrastructure. As part of the AWS ecosystem, it is integrated with other AWS services, making it a go-to choice for cloud-based data integration for...
Source: estuary.dev
10 Best ETL Tools (October 2023)
AWS Glue is an end-to-end ETL offering intended to make ETL workloads easier and more integratable with the larger AWS ecosystem. One of the more unique aspects of the tool is that it is serverless, meaning Amazon automatically provisions a server and shuts it down following the completion of the workload.
Source: www.unite.ai
15+ Best Cloud ETL Tools
AWS Glue is a serverless data integration service designed to streamline analytics, machine learning, and app development tasks. It discovers, prepares, and moves data from a myriad of sources and offers a seamless integration experience. AWS Glue's inclusive toolset and automatic scaling let you focus on gaining insights from data instead of managing infrastructure.
Source: estuary.dev
Top 14 ETL Tools for 2023
Notably, AWS Glue is serverless, which means that Amazon automatically provisions a server for users and shuts it down when the workload is complete. AWS Glue also includes features such as job scheduling and “developer endpoints” for testing AWS Glue scripts, improving the tool’s ease of use.
A List of The 16 Best ETL Tools And Why To Choose Them
Better yet, when interacting with AWS Glue, practitioners can choose between a drag-and-down GUI, a Jupyter notebook, or Python/Scala code. AWS Glue also offers support for various data processing and workloads that meet different business needs, including ETL, ELT, batch, and streaming.

AWS Server Migration Service Reviews

We have no reviews of AWS Server Migration Service yet.
Be the first one to post

Social recommendations and mentions

Based on our record, AWS Glue should be more popular than AWS Server Migration Service. It has been mentiond 14 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS Glue mentions (14)

  • Vector: A lightweight tool for collecting EKS application logs with long-term storage capabilities
    In this article, we present an architecture that demonstrates how to collect application logs from Amazon Elastic Kubernetes Service (Amazon EKS) via Vector, store them in Amazon Simple Storage Service (Amazon S3) for long-term retention, and finally query these logs using AWS Glue and Amazon Athena. - Source: dev.to / 11 days ago
  • Build Your Movie Recommendation System Using Amazon Personalize, MongoDB Atlas, and AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy to prepare and load data for analysis. It helps bridge the gap between our MongoDB Atlas data and the services we'll use for recommendation. - Source: dev.to / about 1 year ago
  • Using Snowflake data hosted in GCP with AWS Glue
    AWS Glue is a fully managed extract, transform, and load (ETL) service provided by Amazon Web Services (AWS). It is designed to make it easy for users to prepare and load their data for analysis. AWS Glue simplifies the process of building and managing ETL workflows by providing a serverless environment for running ETL jobs. - Source: dev.to / over 1 year ago
  • How to check for quality? Evaluate data with AWS Glue Data Quality
    It is serverless data integration service to allow you to easily scale your workloads in preparing data and moving transformed data into a target location. - Source: dev.to / almost 2 years ago
  • Deploying a Data Warehouse with Pulumi and Amazon Redshift
    So in the next post, we'll do that: We'll take what we've done here, add a few more components with Pulumi and AWS Glue, and wire it all up with a few magical lines of Python scripting. - Source: dev.to / over 2 years ago
View more

AWS Server Migration Service mentions (6)

  • Future AI Deployment: Automating Full Lifecycle Management with Rollback Strategies and Cloud Migration
    AWS Application Migration Service - Replication and Failover: AWS Application Migration Service. - Source: dev.to / about 2 months ago
  • Microsoft Exchange Migration
    Check out AWS Migration Service: https://aws.amazon.com/server-migration-service/. Source: about 2 years ago
  • {Help]Moving local linux PC to VM in the cloud
    Https://aws.amazon.com/server-migration-service/ claims to do what you want I know of a similar tool from vmware but it's one of those things that should be easy but isnt because the cloud sometimes bleed abstractions that makes it hard to simply do a lift and shift. Source: almost 3 years ago
  • AWS Migration
    Server Migration Service - install an agent on the source VM, and it'll replicate all data and ongoing changes into an EC2 instance that can then be launched in AWS: https://aws.amazon.com/server-migration-service/. Source: over 3 years ago
  • Complete Cloud Migration Guide
    AWS Server Migration Service — This service makes it easy and quick to move workloads to AWS, particularly when dealing with large-scale server migrations. - Source: dev.to / over 3 years ago
View more

What are some alternatives?

When comparing AWS Glue and AWS Server Migration Service, you can also consider the following products

Xplenty - Xplenty is the #1 SecurETL - allowing you to build low-code data pipelines on the most secure and flexible data transformation platform. No longer worry about manual data transformations. Start your free 14-day trial now.

Software AG webMethods - Software AG’s webMethods enables you to quickly integrate systems, partners, data, devices and SaaS applications

AWS Database Migration Service - AWS Database Migration Service allows you to migrate to AWS quickly and securely. Learn more about the benefits and the key use cases.

Talend Data Integration - Talend offers open source middleware solutions that address big data integration, data management and application integration needs for businesses of all sizes.

Skyvia - Free cloud data platform for data integration, backup & management

Informatica PowerCenter - Informatica PowerCenter ist eine skalierbare, hochperformante Lösung zur Integration von Unternehmensdaten, die den gesamten Zyklus der Datenintegration unterstützt.