AWS Database Migration Service vs Pentaho Data Integration and Analytics comparison

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Executive Summary

We performed a comparison between AWS Database Migration Service and Pentaho Data Integration and Analytics 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. Pentaho Data Integration and Analytics Report (Updated: March 2024).
768,740 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
"This solution is very good at mini-batch processing.""The solution is instantaneous. We can launch the service and reduce the end number of manpower.""The installation is easy.""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.""I like that I can focus on the logic and I don't have to worry about the administration stuff. AWS handles that for me.""The initial setup is simple. Not that much complex.""Scalable and stable solution for migrating databases to AWS, with valuable features such as parallel full load and continuous data replication.""I am very impressed by the scalability of AWS Database Migration Service."

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"I absolutely love Hitachi. I'm one of the forefront supporters of Hitachi for my firm. It's so easy to integrate within our environments. In terms of being able to quickly build ETL jobs, transform, and then automate them, it's really easy to integrate throughout for data analytics.""Pentaho Data Integration is quite simple to learn, and there is a lot of information available online.""Lumada has allowed us to interact with our employees more effectively and compensate them properly. One of the cool things is that we use it to generate commissions for our salespeople and bonuses for our warehouse people. It allows us to get information out to them in a timely fashion. We can also see where they're at and how they're doing.""We can schedule job execution in the BA Server, which is the front-end product we're using right now. That scheduling interface is nice.""It's very simple compared to other products out there.""We also haven't had to create any custom Java code. Almost everywhere it's SQL, so it's done in the pipeline and the configuration. That means you can offload the work to people who, while they are not less experienced, are less technical when it comes to logic.""The graphical nature of the development interface is most useful because we've got people with quite mixed skills in the team. We've got some very junior, apprentice-level people, and we've got support analysts who don't have an IT background. It allows us to have quite complicated data flows and embed logic in them. Rather than having to troll through lines and lines of code and try and work out what it's doing, you get a visual representation, which makes it quite easy for people with mixed skills to support and maintain the product. That's one side of it.""It makes it pretty simple to do some fairly complicated things. Both I and some of our other BI developers have made stabs at using, for example, SQL Server Integration Services, and we found them a little bit frustrating compared to Data Integration. So, its ease of use is right up there."

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Cons
"The names of the services need improvement since AWS doesn't indicate what the function of the product is presently. You need to read a lot to find the service that you want in the product.""It would be helpful if the bandwidth could be independent of the network or if we could have a dedicated bandwidth for this product.""I think that Amazon needs to improve the migration scenarios after analytics""More endpoints need to be supported by AWS Database Migration Service. There's also a need for more control and transparency on the product, including better technical support.""AWS Database Migration Service can become complex when testing. Other solutions, such as Microsoft Azure makes it easy to do. There are more steps to complete tasks in AWS Database Migration Service than in Microsoft Azure.""Support could be more expedient. Right now I am waiting on support for an extension.""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.""There are a set of complexities and challenges when a user wants to integrate AWS products with Microsoft products."

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"One thing that I don't like, just a little, is the backward compatibility.""​I work with the Community Edition, therefore I do not have support. There was an issue that I could not resolve with community support.​""​There is not a data quality or MDM solution in the Pentaho DI suite.​""As far as I remember, not all connectors worked very well. They can add more connectors and more drivers to the process to integrate with more flows.""I would like to see improvements made for real-time data processing.""In the Community edition, it would be nice to have more modules that allow you to code directly within the application. It could have R or Python completely integrated into it, but this could also be because I'm using an older version.""In terms of the flexibility to deploy in any environment, such as on-premise or in the cloud, we can do the cloud deployment only through virtual machines. We might also be able to work on different environments through Docker or Kubernetes, but we don't have an Azure app or an AWS app for easy deployment to the cloud. We can only do it through virtual machines, which is a problem, but we can manage it. We also work with Databricks because it works with Spark. We can work with clustered servers, and we can easily do the deployment in the cloud. With a right-click, we can deploy Databricks through the app on AWS or Azure cloud.""​I could not connect to our Hadoop environment in an easy and flexible way, and it was important to scale our data warehouse​."

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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 →

  • "There is a good open source option (Community Edition)​."
  • "The price of the regular version is not reasonable and it should be lower."
  • "Sometimes we provide the licenses or the customer can procure their own licenses. Previously, we had an enterprise license. Currently, we are on a community license as this is adequate for our needs."
  • "It does seem a bit expensive compared to the serverless product offering. Tools, such as Server Integration Services, are "almost" free with a database engine. It is comparable to products like Alteryx, which is also very expensive."
  • "I think Lumada's price is fair compared to some of the others, like BusinessObjects, which is was the other thing that I used at my previous job. BusinessObject's price was more reasonable before SAP acquired it. They jacked the price up significantly. Oracle's OBIEE tool was also prohibitively expensive."
  • "When we first started with it, it was much cheaper. It has gone up drastically, especially since Hitachi bought out Pentaho."
  • "The cost of these types of solutions are expensive. So, we really appreciate what we get for our money. Though, we don't think of the solution as a top-of-the-line solution or anything like that."
  • "The pricing has been pretty good. I'm used to using everything open-source or freeware-based. I understand that organizations need to make sure that the solutions are secure, and that's basically where I hit a roadblock in my current organization. They needed to ensure that we had a license and we had a secure way of accessing it so that no outside parties could get access to our data, but in terms of pricing, considering how much other teams are spending on cloud solutions or even their existing solutions, its price point is pretty good. At this time, there are no additional costs. We just have the licensing fees."
  • More Pentaho Data Integration and Analytics Pricing and Cost Advice →

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    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:Hi Rajneesh yes here is the feature comparison between the community and enterprise edition :… more »
    Top Answer: In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, it… more »
    Top Answer:My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could use… more »
    Ranking
    2nd
    Views
    7,645
    Comparisons
    6,247
    Reviews
    20
    Average Words per Review
    609
    Rating
    8.0
    16th
    out of 100 in Data Integration
    Views
    3,346
    Comparisons
    1,127
    Reviews
    15
    Average Words per Review
    1,193
    Rating
    7.7
    Comparisons
    Also Known As
    AWS Data Migration Service
    Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
    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.

    Pentaho Data Integration stands as a versatile platform designed to cater to the data integration and analytics needs of organizations, regardless of their size. This powerful solution is the go-to choice for businesses seeking to seamlessly integrate data from diverse sources, including databases, files, and applications. Pentaho Data Integration facilitates the essential tasks of cleaning and transforming data, ensuring it's primed for meaningful analysis. With a wide array of tools for data mining, machine learning, and statistical analysis, Pentaho Data Integration empowers organizations to glean valuable insights from their data. What sets Pentaho Data Integration apart is its maturity and a vibrant community of users and developers, making it a reliable and cost-effective option. Pentaho Data Integration offers a range of features, including a comprehensive ETL toolkit, data cleaning and transformation capabilities, robust data analysis tools, and seamless deployment options for data integration and analytics solutions, making it a go-to solution for organizations seeking to harness the power of their data.

    Sample Customers
    Veoci, Trimble, Nasdaq, shaadi.com, Hotelbeds, SysAid, Verizon, Expedia, Pega
    66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
    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
    Healthcare Company19%
    Financial Services Firm19%
    Comms Service Provider11%
    Manufacturing Company11%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Computer Software Company13%
    Comms Service Provider12%
    Government7%
    Company Size
    REVIEWERS
    Small Business27%
    Midsize Enterprise27%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business17%
    Midsize Enterprise12%
    Large Enterprise71%
    REVIEWERS
    Small Business27%
    Midsize Enterprise31%
    Large Enterprise42%
    VISITORS READING REVIEWS
    Small Business21%
    Midsize Enterprise11%
    Large Enterprise68%
    Buyer's Guide
    AWS Database Migration Service vs. Pentaho Data Integration and Analytics
    March 2024
    Find out what your peers are saying about AWS Database Migration Service vs. Pentaho Data Integration and Analytics and other solutions. Updated: March 2024.
    768,740 professionals have used our research since 2012.

    AWS Database Migration Service is ranked 2nd in Cloud Data Integration with 27 reviews while Pentaho Data Integration and Analytics is ranked 16th in Data Integration with 48 reviews. AWS Database Migration Service is rated 7.8, while Pentaho Data Integration and Analytics is rated 8.0. 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 Pentaho Data Integration and Analytics writes "It's flexible and can do almost anything I want it to do". AWS Database Migration Service is most compared with AWS Glue, Oracle GoldenGate, Qlik Replicate, Fivetran and Confluent, whereas Pentaho Data Integration and Analytics is most compared with Azure Data Factory, SSIS, Talend Open Studio, Oracle Data Integrator (ODI) and Confluent. See our AWS Database Migration Service vs. Pentaho Data Integration and Analytics 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.