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Starfish ETL VS AWS Database Migration Service

Compare Starfish ETL VS AWS Database Migration Service and see what are their differences

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Starfish ETL logo Starfish ETL

The Starfish ETL (Extract Transform Load) Suite is a CRM integration and migration tool.

AWS Database Migration Service logo 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.
  • Starfish ETL Landing page
    Landing page //
    2023-10-21
  • AWS Database Migration Service Landing page
    Landing page //
    2022-01-30

Starfish ETL features and specs

  • Flexibility
    Starfish ETL supports a wide variety of data sources and destinations, making it a versatile tool for data integration projects.
  • User-Friendly Interface
    Offers a graphical user interface (GUI) that simplifies the process of mapping data fields and creating integration workflows, making it accessible for users with varying levels of technical expertise.
  • Pre-Built Connectors
    Comes with a range of pre-built connectors for popular CRMs, ERPs, and databases, which can save time and reduce the complexity of setup.
  • Scalability
    Designed to handle both small and large data integration projects, allowing you to scale your operations as needed.
  • Support and Documentation
    Offers robust customer support and extensive documentation, which can help users troubleshoot issues and maximize the platform’s capabilities.
  • Customization
    Provides the ability to create highly customized data transformations and workflows, catering to unique business requirements.

Possible disadvantages of Starfish ETL

  • Cost
    As a feature-rich, enterprise-level tool, Starfish ETL can be relatively expensive, potentially making it a less attractive option for smaller businesses with limited budgets.
  • Learning Curve
    Despite its user-friendly interface, there is still a learning curve associated with mastering the tool’s advanced features and capabilities.
  • Performance
    In some cases, users have noted that performance can degrade with very large data sets or highly complex transformations.
  • Dependency on Vendor
    Relying on a third-party tool for critical data integration can result in dependency on the vendor for updates, support, and feature enhancements.
  • Customization Complexity
    While customization is a strength, it can also be complex and time-consuming to implement, particularly for users who are not highly technical.

AWS Database Migration Service features and specs

  • Minimal Downtime
    AWS Database Migration Service ensures minimal downtime during the database migration process, making it ideal for applications that require continuous availability.
  • Supports Multiple Database Engines
    It supports migration of data between a wide variety of database engines including Oracle, Microsoft SQL Server, MySQL, MariaDB, PostgreSQL, and more.
  • Cost-Effective
    With a pay-as-you-go pricing model, users only pay for the compute resources used during the migration process, making it a cost-effective solution.
  • Managed Service
    As a fully managed service, it reduces the administrative overhead associated with database migrations, including hardware provisioning, software patching, and monitoring.
  • Continuous Data Replication
    It supports continuous data replication with high availability, allowing for nearly real-time data synchronization between the source and target databases.

Possible disadvantages of AWS Database Migration Service

  • Complex Initial Setup
    The initial setup and configuration can be complex, especially for users who are not familiar with AWS services and database migration processes.
  • Limited Customization
    Being a managed service, it offers limited customization options compared to self-managed solutions, which might be a drawback for users with specific requirements.
  • Latency Issues
    For large datasets, there might be latency issues during migration, depending on the network conditions and the geographical locations of the source and target databases.
  • Dependency on AWS Ecosystem
    The service is tightly integrated with AWS, which means it may not be as effective or easy to use with non-AWS environments, creating potential vendor lock-in.
  • Performance Overheads
    There may be performance overheads associated with running the migration tasks, which could impact the performance of the source or target databases during the migration process.

Analysis of Starfish ETL

Overall verdict

  • Yes, Starfish ETL is considered a good solution for businesses looking to integrate multiple systems efficiently. Its user-friendly interface and wide range of connectors make it a reliable option for companies of various sizes.

Why this product is good

  • Starfish ETL is a popular integration platform that is known for its flexibility and ease of use. It provides a range of features that help businesses seamlessly connect different applications and systems. The platform supports cloud, on-premise, and hybrid environments, and offers pre-built connectors, making it easier to integrate various systems without extensive coding. Users appreciate its drag-and-drop interface, and the tool is particularly praised for good customer support and effective data transformation capabilities.

Recommended for

  • Businesses seeking a user-friendly ETL solution with robust integration capabilities.
  • Organizations that require flexibility between cloud, on-premise, and hybrid environments.
  • Companies that value strong customer support and need assistance during integration processes.
  • Teams looking for pre-built connectors to save time and reduce complexity in system integration.

Analysis of AWS Database Migration Service

Overall verdict

  • Overall, AWS Database Migration Service is a reliable and efficient tool for migrating databases to the cloud, especially within the AWS ecosystem. Its flexibility, along with support for various database scenarios, makes it a worthwhile option for organizations looking to modernize their data infrastructure.

Why this product is good

  • AWS Database Migration Service (AWS DMS) is considered a good option for database migrations due to its ease of use, cost-effectiveness, and reliability. It supports a wide range of database engines and allows for seamless data migration with minimal downtime. The service enables continuous data replication, making it suitable for live migrations. Additionally, AWS DMS is fully managed, which means users don't need to worry about the underlying infrastructure, and it offers robust security features.

Recommended for

  • Organizations seeking to migrate their on-premises databases to AWS with minimal downtime.
  • Businesses looking to replicate their data across different regions or availability zones.
  • Users who require a scalable and managed database migration solution.
  • Enterprises wanting to transform their database infrastructure into a cloud-native architecture.
  • Teams that need to conduct continuous data replication from source to target databases.

Starfish ETL videos

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Connector Overview

AWS Database Migration Service videos

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AWS Database Migration Service (DMS)

Category Popularity

0-100% (relative to Starfish ETL and AWS Database Migration Service)

Starfish ETL

AWS Database Migration Service

Data Integration
49 49%
Data Integration
51% 51
ETL
48 48%
ETL
52% 52
Web Service Automation
52 52%
Web Service Automation
48% 48
Cloud Storage
100 100%
Cloud Storage
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 Starfish ETL and AWS Database Migration Service

Starfish ETL Reviews

We have no reviews of Starfish ETL yet.
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AWS Database Migration Service Reviews

Best ETL Tools: A Curated List
Mostly Batch: Matillion ETL had some real-time CDC based on Amazon DMS that has been deprecated. The Data Loader does have some CDC, but overall, the Data Loader is limited in functionality, and if it’s based on DMS, it will have the limitations of DMS as well.
Source: estuary.dev

Social recommendations and mentions

Based on our record, AWS Database Migration Service seems to be more popular. It has been mentiond 31 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.

Starfish ETL mentions (0)

We have not tracked any mentions of Starfish ETL yet. Tracking of Starfish ETL recommendations started around Mar 2021.

AWS Database Migration Service mentions (31)

  • Choosing the right, real-time, Postgres CDC platform
    The major infrastructure providers offer CDC products that work within their ecosystem. Tools like AWS DMS, GCP Datastream, and Azure Data Factory can be configured to stream changes from Postgres to other infrastructure. - Source: dev.to / 10 months ago
  • 3 Proven Patterns for Reporting with Serverless
    The second big drawback is speed. There will be more latency in this scenario. How much latency depends upon the environment. If there is RDBMS in the source, AWS Data Migration Service will at worst take around 60 seconds to replicate. That cost needs to be accounted for. Secondarily, many triggering events are leveraged which happen fairly quickly but they do add up. - Source: dev.to / over 1 year ago
  • RDS Database Migration Series - A horror story of using AWS DMS with a happy ending
    Amazon Database Migration Service might initially seem like a perfect tool for a smooth and straightforward migration to RDS. However, our overall experience using it turned out to be closer to an open beta product rather than a production-ready tool for dealing with a critical asset of any company, which is its data. Nevertheless, with the extra adjustments, we made it work for almost all our needs. - Source: dev.to / over 1 year ago
  • Aurora serverless v1 to v2 upgrade pointers?
    Does AWS DMS make sense here? Doesn't the aforementioned "snapshot+restore to provisioned and upgrade" method suffice? I wanted to get some opinions before deep diving into the docs for yet another AWS service. Source: about 2 years ago
  • Using Amazon RDS Postgres as a read replica from an external Database
    One easy solution is AWS DMS. I use it for on-going CDC replication with custom transforms, but you can use it for simple replication too. Source: over 2 years ago
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What are some alternatives?

When comparing Starfish ETL and AWS Database Migration Service, you can also consider the following products

AWS Glue - Fully managed extract, transform, and load (ETL) service

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.

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

DataTap - Adverity is the best data intelligence software for data-driven decision making. Connect to all your sources and harmonize the data across all channels.

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

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