AWS Database Migration Service vs Confluent comparison

Cancel
You must select at least 2 products to compare!
Amazon Web Services (AWS) Logo
7,645 views|6,247 comparisons
88% willing to recommend
Confluent Logo
10,171 views|7,826 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between AWS Database Migration Service and Confluent 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 Database Migration Service vs. Confluent Report (Updated: March 2024).
768,857 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The fact that it's well-integrated into multiple targets that are good for different use cases is pretty good.""It's pretty useful when we need to migrate something big from a different type of database that AWS Data Migration Services supports.""AWS Database Migration Service is good for smaller workloads and provides compatibility.""The product's initial setup phase was very easy.""The initial setup is very straightforward.""The most valuable feature of the solution is the one I use for report generation. The security risk is very low.""The most valuable feature of AWS Database Migration Service is it catches all the history changes, such as inset, observe, and delete. It tracks everything.""Even if it does break down, it will automatically recover itself and resumes from where it stopped."

More AWS Database Migration Service Pros →

"It is also good for knowledge base management.""We mostly use the solution's message queues and event-driven architecture.""The design of the product is extremely well built and it is highly configurable.""Implementing Confluent's schema registry has significantly enhanced our organization's data quality assurance.""The monitoring module is impressive.""I would rate the scalability of the solution at eight out of ten. We have 20 people who use Confluent in our organization now, and we hope to increase usage in the future.""The most valuable feature of Confluent is the wide range of features provided. They're leading the market in this category.""One of the best features of Confluent is that it's very easy to search and have a live status with Jira."

More Confluent Pros →

Cons
"The solution’s scalability and performance could be improved.""Migrating from here and pushing the data from on-premise to AWS cloud is a big challenge and a few more services from AWS would be helpful. For example, we are currently using ILDB internet tools which move data from on-premise to the AWS cloud. A few more services would be really helpful for me to move the master data.""If they had some sort of functionality where, at a specific point in time, if I want to start a new job, it should automatically pick up from where it has been left rather than having people worry about the exact job number and the timing.""The live duplication has a delay of two minutes, which can be an issue.""This solution is compatible with only AWS.""Support could be more expedient. Right now I am waiting on support for an extension.""The performance of data migration could be smoother.""This solution can offer more tweaks where the latency can be brought down to fifteen seconds."

More AWS Database Migration Service Cons →

"The product should integrate tools for incorporating diagrams like Lucidchart. It also needs to improve its formatting features. We also faced issues while granting permissions.""They should remove Zookeeper because of security issues.""Areas for improvement include implementing multi-storage support to differentiate between database stores based on data age and optimizing storage costs.""Currently, in the early stages, I see a gap on the security side. If you are using the SaaS version, we would like to get a fuller, more secure solution that can be adopted right out of the box. Confluence could do a better job sharing best practices or a reusable pattern that others have used, especially for companies that can not afford to hire professional services from Confluent.""there is room for improvement in the visualization.""It could be improved by including a feature that automatically creates a new topic and puts failed messages.""Confluent has a good monitoring tool, but it's not customizable.""Confluence could improve the server version of the solution. However, most companies are going to the cloud."

More Confluent Cons →

Pricing and Cost Advice
  • "The pricing can be better and it should be more competitive."
  • "Pricing can be improved."
  • "Pricing for the solution is reasonable, but could still be reduced."
  • "Cost is the only factor that is challenging."
  • "AWS Database Migration Service is the least expensive solution, but is still expensive."
  • "It's typically a pay-for-what-you-use kind of model, and most of the cost is based on the instance class for the replication instance."
  • "The pricing is per hour, though I do not have the exact figures. If you have specific questions about the service, a personal support team from Amazon is available, but this will bring in additional costs."
  • "AWS Database Migration Service is very inexpensive."
  • More AWS Database Migration Service Pricing and Cost Advice →

  • "Confluent is expensive, I would prefer, Apache Kafka over Confluent because of the high cost of maintenance."
  • "You have to pay additional for one or two features."
  • "The pricing model of Confluent could improve because if you have a classic use case where you're going to use all the features there is no plan to reduce the features. You should be able to pick and choose basic services at a reduced price. The pricing was high for our needs. We should not have to pay for features we do not use."
  • "On a scale from one to ten, where one is low pricing and ten is high pricing, I would rate Confluent's pricing at five. I have not encountered any additional costs."
  • "Confluence's pricing is quite reasonable, with a cost of around $10 per user that decreases as the number of users increases. Additionally, it's worth noting that for teams of up to 10 users, the solution is completely free."
  • "Confluent has a yearly license, which is a bit high because it's on a per-user basis."
  • "It comes with a high cost."
  • "Confluent is highly priced."
  • More Confluent Pricing and Cost Advice →

    report
    Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.
    768,857 professionals have used our research since 2012.
    Questions from the Community
    Top Answer: As with all AWS products, you are given very useful documentation with AWS Database Migration Service. Before we started using this product, we went over it and we were able to learn the basics and… more »
    Top Answer: My current company started using AWS Database Migration Service upon my recommendation, and I continue telling people how good of a product it is. However, users should keep in mind a few things… more »
    Top Answer: Compared to similar solutions, AWS Database Migration Service falls somewhere in the middle price-wise, at least from my experience. This being said, it is not a very affordable solution, especially… more »
    Top Answer:I find Confluent's Kafka Connectors and Kafka Streams invaluable for my use cases because they simplify real-time data processing and ETL tasks by providing reliable, pre-packaged connectors and… more »
    Top Answer:I would rate the pricing of Confluent as average, around a five out of ten. Additional costs could include features like multi-tenancy support and native encryption with custom algorithms, which would… more »
    Top Answer:Areas for improvement include implementing multi-storage support to differentiate between database stores based on data age and optimizing storage costs, as well as enhancing the offset management… more »
    Ranking
    2nd
    Views
    7,645
    Comparisons
    6,247
    Reviews
    20
    Average Words per Review
    609
    Rating
    8.0
    3rd
    out of 38 in Streaming Analytics
    Views
    10,171
    Comparisons
    7,826
    Reviews
    11
    Average Words per Review
    413
    Rating
    8.5
    Comparisons
    Also Known As
    AWS Data Migration Service
    Learn More
    Overview

    AWS Database Migration Service, also known as AWS DMS, is a cloud service that facilitates the migration of relational databases, NoSQL databases, data warehouses, and other types of data stores. The product can be used to migrate users' data into the AWS Cloud or between combinations of on-premises and cloud setups. The solution allows migration between a wide variety of sources and target endpoints; the only requirement is that one of the endpoints has to be an AWS service. AWS DMS cannot be used to migrate from an on-premises database to another on-premises database.

    AWS Database Migration Service allows users to perform one-time migrations, as well as replications of ongoing changes to keep sources and targets in sync. Organizations can utilize the AWS Schema Conversion Tool to translate their database schema to a new platform and then use AWS DMS to migrate the data. The product offers cost efficiency as a part of the AWS Cloud, as well as speed to market, flexibility, and security.

    The main use cases of AWS Database Migration Service include:

    • Migrating from legacy or on-premises databases to managed cloud services through a simplified migration process.

    • Reliable replication of backup files to minimize downtime and data loss.

    • Improvement of integration through building of data lakes and performing real-time processing on change data from users' data stores.

    AWS Database Migration Service Components

    AWS Database Migration Service consists of various components which function together to achieve users’ data migration. A migration on AWS DMS is structured in three levels: a replication instance, source and target endpoints, and a replication task. The components include the following actions:

    • Replication instance: AWS Database Migration Service provides users with a variety of replication instances, allowing them to select the optimal configuration for their use case. Depending on the instance class an organization selects, their replication instance provides a different amount of data storage.

    • Endpoint: AWS DMS uses an endpoint to access users' source or target data stores. The connection information is different and depends on the specific data store, but it usually consists of the following information: endpoint type, engine type, server name, port, encryption, and credentials. This information can easily be managed through the AWS DMS console.

    • Replication tasks: AWS Database Migration Service replication tasks can be used to move a set of data from the source endpoint to the target endpoint. The creation of a replication task is the last required step before starting a migration. Each replication task requires the following settings to be set: replication instance, source endpoint, target endpoint, and migration type options.

    • Ongoing replication or change data capture (CDC): AWS DMS also has the capacity to capture ongoing changes to the source that is stored while users migrate their data to a target.

    • Schema and code migration: The product requires assistance from tools such as MySQL Workbench, pgAdmin III, and Oracle SQL Developer to perform schema or code conversion, as it cannot do it on its own.

    AWS Database Migration Service Benefits

    AWS Database Migration Service offers its users a wide range of benefits. Among them are the following:

    • The solution ensures minimal downtime, as it continuously replicates the changes to the user’s source database during migration.

    • AWS DMS provides users with flexibility, as it supports many commonly used databases, including commercial and open-source ones.

    • The product is user friendly, as it offers an easy set of tasks in the AWS Management Console.

    • Users of Aurora, Redshift, DocumentDB, and DynamoDB can benefit from the free use of AWS DMS.

    • AWS Database Migration Service is very reliable because it is a self-healing service that automatically restarts in cases of interruptions.

    • The product supports both homogenous migrations and heterogenous migrations.

    • AWS DMS accelerates business growth, as it scales businesses at an affordable price.

    Reviews from Real Users

    Vishal S., an infrastructure lead at a computer software company, likes AWS Database Migration Service because it is easy to use and set up.

    Vinod K., a data analyst at AIMLEAP, describes AWS DMS as an easy solution to save and extract data.

    Confluent is an enterprise-ready, full-scale streaming platform that enhances Apache Kafka. 

    Confluent has integrated cutting-edge features that are designed to enhance these tasks: 

    • Speed up application development and connectivity
    • Enable transformations through stream processing
    • Streamline business operations at scale
    • Adhere to strict architectural standards

    Confluent is a more complete distribution of Kafka in that it enhances the integration possibilities of Kafka by introducing tools for managing and optimizing Kafka clusters while providing methods for making sure the streams are secure. Confluent supports publish-and-subscribe as well as the storing and processing of data within the streams. Kafka is easier to operate and build thanks to Confluent.

    Confluent's software is available in three different varieties: 

    1. A free, open-source streaming platform that makes it simple to start using real-time data streams
    2. An enterprise-grade version of the product with more administrative, ops, and monitoring tools
    3. A premium cloud-based version.

    Confluent Advantage Features

    Confluent has many valuable key features. Some of the most useful ones include:

    • Multi-language

      • Clients: C++, Python, Go, and .NET
      • REST proxy: Can connect to Kafka from any connected network device
      • Admin REST APIs: RESTful interface for performing administrator operations
    • Pre-built ecosystem

      • Connectors: More than 100 supported connectors, including S3, Elastic, HDFS, JDBC
      • MQTT proxy: Gain access to Kafka from MQTT gateways and devices
      • Schema registry: Centralized database to guarantee data compatibility
    • Streaming database

      • ksqlDB: Materialized views and real-time stream processing
    • GUI management 

      • Control panel: GUI for scalable Kafka management and monitoring
      • Health+: Smart alerts and cloud-based control centers
    • DevOps automation that is flexible

      • Confluent for Kubernetes: Complete API to deploy on Kubernetes
      • Automated Ansible deployment on non-containerized environments
    • Dynamic performance 

      • Self-balancing clusters: Automated partition re-balancing across brokers in the cluster
      • Tiered storage: Older Kafka data offloading to object storage with transparent access
    • Security that is enterprise-grade 

      • Role-based access control: Granular user/group access authorization
      • Audit logs that are structured: Logs of user actions kept in dedicated Kafka topics
      • Secret protection: Sensitive information is encrypted
    • Global resilience

      • Linking clusters: A real-time, highly reliable, and consistent bridge across on-premises and cloud environments
      • Multiple-region clusters: Single Kafka cluster with automated client failover distributed across multiple data centers
      • Replicator: Asynchronous replication that is based on the Kafka Connect framework
    • Support

      • Round the clock enterprise support from Kafka experts

    Reviews from Real Users

    Confluent stands out among its competitors for a number of reasons. Two major ones are its robust enterprise support and its open source option. PeerSpot users take note of the advantages of these features in their reviews: 

    Ravi B., a solutions architect at a tech services company, writes of the solution, “KSQL is a valuable feature, as is the Kafka Connect framework for connecting to the various source systems where you need not write the code. We get great support from Confluent because we're using the enterprise version and whenever there's a problem, they support us with fine-tuning and finding the root cause.”

    Amit S., an IT consultant, notes, “The biggest benefit is that it is open source. You have the flexibility of opting or not opting for enterprise support, even though the tool itself is open source.” He adds, “The second benefit is it's very modern and built on Java and Scala. You can extend the features very well, and it doesn't take a lot of effort to do so.”

    Sample Customers
    Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
    ING, Priceline.com, Nordea, Target, RBC, Tivo, Capital One, Chartboost
    Top Industries
    REVIEWERS
    Computer Software Company33%
    Financial Services Firm25%
    Insurance Company8%
    Real Estate/Law Firm8%
    VISITORS READING REVIEWS
    Financial Services Firm20%
    Computer Software Company14%
    Government7%
    Manufacturing Company7%
    REVIEWERS
    Computer Software Company31%
    Retailer15%
    Non Tech Company8%
    Government8%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Computer Software Company17%
    Manufacturing Company8%
    Retailer6%
    Company Size
    REVIEWERS
    Small Business27%
    Midsize Enterprise27%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise12%
    Large Enterprise71%
    REVIEWERS
    Small Business26%
    Midsize Enterprise21%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business19%
    Midsize Enterprise12%
    Large Enterprise69%
    Buyer's Guide
    AWS Database Migration Service vs. Confluent
    March 2024
    Find out what your peers are saying about AWS Database Migration Service vs. Confluent and other solutions. Updated: March 2024.
    768,857 professionals have used our research since 2012.

    AWS Database Migration Service is ranked 2nd in Cloud Data Integration with 27 reviews while Confluent is ranked 3rd in Streaming Analytics with 19 reviews. AWS Database Migration Service is rated 7.8, while Confluent is rated 8.4. The top reviewer of AWS Database Migration Service writes "A cloud solution for live replication but has stability issues". On the other hand, the top reviewer of Confluent writes "Has good technical support services and a valuable feature for real-time data streaming ". AWS Database Migration Service is most compared with AWS Glue, Oracle GoldenGate, Qlik Replicate, Fivetran and SSIS, whereas Confluent is most compared with Amazon MSK, Amazon Kinesis, Databricks, AWS Glue and Azure Stream Analytics. See our AWS Database Migration Service vs. Confluent report.

    See our list of best Cloud Data Integration vendors.

    We monitor all Cloud Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.