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AWS DATA ENGINEER at a tech consulting company with 10,001+ employees
Real User
Top 5
Nov 30, 2024
Efficient database management with fast query execution

What is our primary use case?

We had a project in Germany where we needed to design a comprehensive AWS solution. We used Amazon Aurora because the existing database on-premises was set up in such a way that Aurora's functionality was more efficient.

How has it helped my organization?

Amazon Aurora has significantly improved our organization's database management due to its speed and efficiency. The use of Aurora has resulted in faster query execution times, enhancing our overall data processing capabilities.

What is most valuable?

What I like most about Amazon Aurora is its speed and efficiency. It is faster compared to RDS, and even compared to on-premises databases, making it better in terms of performance and cost-efficiency.

What needs improvement?

When using the serverless version of Amazon Aurora, I encountered issues such as the inbuilt query editor not being available. This was a challenge when I had to use alternative tools like PG Admin to manage queries.

Buyer's Guide
Amazon Aurora
December 2025
Learn what your peers think about Amazon Aurora. Get advice and tips from experienced pros sharing their opinions. Updated: December 2025.
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For how long have I used the solution?

I've been using Amazon Aurora for a couple of years now.

What do I think about the stability of the solution?

We faced a few bugs initially, but with the help of official documentation, Google, and ChatGPT, all issues were resolved. Overall, the system is stable.

What do I think about the scalability of the solution?

Amazon Aurora is highly scalable. We manage large amounts of data effortlessly, and its scalability was crucial for our versatile ecommerce site. We implemented auto-scaling for our EC2 instances, which worked flawlessly.

Which solution did I use previously and why did I switch?

Before Amazon Aurora, we used various databases, both SQL and PostgreSQL based. We switched due to Aurora's efficiency and better performance, particularly in handling complex queries.

How was the initial setup?

The initial setup was slightly complex as I had to reference documentation to make choices, but it wasn't overly challenging compared to legacy systems.

What's my experience with pricing, setup cost, and licensing?

Amazon Aurora is cost-efficient compared to previous on-prem databases, offering excellent speed and performance for the costs incurred.

Which other solutions did I evaluate?

We previously used on-prem databases, Redshift, and Snowflake for data warehousing before switching to Amazon Aurora.

What other advice do I have?

I highly recommend Amazon Aurora to others, as it has proven effective for us in various projects, even those requiring significant architectural considerations.

Which deployment model are you using for this solution?

Public Cloud

If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

Amazon Web Services (AWS)
Disclosure: My company has a business relationship with this vendor other than being a customer.
PeerSpot user
Head of Cloud & DevOps at a university with 501-1,000 employees
Real User
Top 20
Nov 28, 2024
Enhance performance and data management with automated backup options
Pros and Cons
  • "Aurora's features that I find the most beneficial include its database backup strategy, performance options, and input-output operations."

    What is our primary use case?

    I use Aurora for our back-end services and as a data warehouse for our business intelligence solutions. Aurora is also used for our payment solution and to enhance our database applications' performance.

    What is most valuable?

    Aurora's features that I find the most beneficial include its database backup strategy, performance options, and input-output operations. It automates backup, allowing us to save data and restore it as needed. Aurora offers a high-performance disk system.

    What needs improvement?

    Aurora’s finance aspects could be improved, particularly in reducing the per-hour use cost. This would help more users accept Aurora. I also faced challenges due to the static memory provisioning setup that could be enhanced with a better understanding of scalability.

    For how long have I used the solution?

    I started working with Aurora three years ago, and I have been using it for my current company for the past year.

    What do I think about the stability of the solution?

    Aurora is very reliable and stable. As a managed solution on AWS, it matches the reliability expectations that I have experienced with AWS services.

    What do I think about the scalability of the solution?

    Aurora's horizontal scalability options are beneficial, especially in the fintech industry where customer numbers can grow during peak times. However, I find I do not use the scalability feature extensively.

    How are customer service and support?

    I haven't had to contact AWS support for Aurora since the documentation provided has been clear and sufficient for my needs.

    How would you rate customer service and support?

    Positive

    Which solution did I use previously and why did I switch?

    Prior to Aurora, I used RDS. I had bottlenecks with RDS that Aurora managed to fix. I've evaluated other solutions like SQL databases on GCP as well.

    How was the initial setup?

    The initial setup of Aurora was not challenging. I used Terraform and CloudFormation. The AI solutions available today help in generating declarative files for implementation.

    What about the implementation team?

    I deployed Aurora using Terraform and CloudFormation, with current AI solutions assisting in generating the required declarative files.

    What was our ROI?

    Aurora shows ROI in terms of saving time and improving operational costs. However, startups need to clearly understand the cloud pricing to avoid being surprised by costs.

    What's my experience with pricing, setup cost, and licensing?

    While the setup cost of Aurora is not explicitly discussed, managing cloud pricing effectively is key to understanding overall expenditures. There is a preference to reduce costs per hour to encourage more widespread use.

    Which other solutions did I evaluate?

    I evaluated RDS on AWS and some Google products before transitioning to Aurora. I also use various cloud solutions like AKS for Kubernetes and GCP for other parts of my solution.

    What other advice do I have?

    Understanding solution requirements is crucial when considering Aurora. For overall performance and ease of maintenance, I recommend Aurora. 

    I rate the overall solution an eight out of ten.

    Which deployment model are you using for this solution?

    Public Cloud

    If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

    Amazon Web Services (AWS)
    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    Buyer's Guide
    Amazon Aurora
    December 2025
    Learn what your peers think about Amazon Aurora. Get advice and tips from experienced pros sharing their opinions. Updated: December 2025.
    879,425 professionals have used our research since 2012.
    Serg Anonymous - PeerSpot reviewer
    Project Manager at a tech vendor with 51-200 employees
    Real User
    Top 5
    Feb 14, 2024
    Supported our high-volume transactional workload and scalable product
    Pros and Cons
    • "Aurora's compatibility with MySQL or PostgreSQL benefited our database management. The migration from on-premise MySQL to Aurora was similar, so we didn't need to change our source code."
    • "I would like to see more AI-related features in future releases."

    What is our primary use case?

    I use Aurora for data storage.

    How has it helped my organization?

    It works well for our needs. Amazon Aurora has supported our high-volume transactional workload.

    We leverage existing AWS services, and that works fine for us.

    What is most valuable?

    I like that it is compatible with MySQL and the fact that it's maintained by Amazon.

    Aurora's compatibility with MySQL or PostgreSQL benefited our database management. The migration from on-premise MySQL to Aurora was similar, so we didn't need to change our source code.

    We rely on the fact that it's maintained by Amazon, so we don't need to install updates or patches or handle security ourselves. We don't use any specific features for availability.

    What needs improvement?

    There is room for improvement in pricing. 

    I would like to see more AI-related features in future releases. 

    For how long have I used the solution?

    I have been using it for three years. I use the latest version. 

    What do I think about the stability of the solution?

    I would rate the stability an eight out of ten. 

    What do I think about the scalability of the solution?

    I would rate the scalability an eight out of ten. There are around a hundred end users using this. 

    It is used daily. So, my company has daily usage. 

    Which solution did I use previously and why did I switch?

    We use Postgres and MySQL for on-premise deployment. 

    Since we're using all AWS tech, it made sense to leverage their entire product suite.

    How was the initial setup?

    I would rate my experience with the initial setup an eight out of ten, with ten being easy. 

    The deployment took us a few minutes.

    What about the implementation team?

    The deployment was done in-house. One person was enough. 

    It doesn't require any maintenance. 

    What's my experience with pricing, setup cost, and licensing?

    I would rate the pricing a six out of ten, with ten being expensive. 

    What other advice do I have?

    Overall, I would rate the solution an eight out of ten. 

    Which deployment model are you using for this solution?

    Private Cloud

    If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

    Amazon Web Services (AWS)
    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    Harvinder Singh Bhogal - PeerSpot reviewer
    Principal Architect at a computer software company with 5,001-10,000 employees
    Real User
    Dec 2, 2023
    Easy-to-manage platform with a valuable auto-scaling feature
    Pros and Cons
    • "The provision of custom read and write endpoints eliminates the need for managing a separate proxy load balancer."
    • "The product's distributed query process for MySQL needs improvement."

    What is our primary use case?

    I use Amazon Aurora for the high availability of MySQL cluster solutions.

    What is most valuable?

    The product is easy to manage. It enables low-latency replication from the master to replicate instances, keeping the lag consistently at 20 milliseconds or less. It can segregate read and write loads and provide high availability of applications. It has a valuable auto-scaling feature. The provision of custom read and write endpoints eliminates the need for managing a separate proxy load balancer. It ensures the ease of uploading snapshots in various data storage solutions like Amazon S3, Athena, Elasticsearch, etc. We can port or sync data to Elasticsearch if there is a huge amount of data that typical databases cannot process.

    What needs improvement?

    The product's distributed query process for MySQL needs improvement. Whenever we file a query, it gets processed in only one machine. Thus, customers have to leave the dataset copies on some data links. They could be able to write data pipelines directly into MySQL. At present, they have to extract it from the data warehouse and process it using EMR data from clusters. If there is a feature for computing distributed data, we will not have to duplicate the data in other data warehouses.

    For how long have I used the solution?

    We have been using Amazon Aurora for more than four to five years.

    What do I think about the stability of the solution?

    I rate the product's stability an eight out of ten.

    How are customer service and support?

    Whenever we raise any case, we come across the support team with limited knowledge. We never received any solution from them for patches or technical issues.

    How was the initial setup?

    The initial setup takes little time and can be done instantly. It is a managed service. The deployment time depends on the size of the database. The customers can easily use the database migration features. They read the database directory and sync specific databases as per requirement. One DevOps executive can implement it using TerraForm.

    What's my experience with pricing, setup cost, and licensing?

    There is no need to buy a license for the product. We can pay as per the use case.

    What other advice do I have?

    I recommend Amazon Aurora and rate it an eight out of ten. It is easy to set up and scale. We do not need engineers to manage it as it is a cloud solution. It has an automated backup feature. It has multi-layer deployments, high availability, and no chance of data loss. We can create a DDR with a single click.

    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    reviewer2130561 - PeerSpot reviewer
    Cloud Data Solutions Architect at a recreational facilities/services company with 10,001+ employees
    Reseller
    Mar 26, 2023
    Runs on the background and automatically scales up incase of heavy loads
    Pros and Cons
    • "The solution’s scalability is good since we don’t need to take a maintenance window during unpredictable workloads. I like the solution’s behind-the-scenes happenings. It is a great feature."
    • "I would like to see performance insights on the database based on the queries. Currently, we use SolarWinds as the monitoring tool. I would like to leverage SolarWinds’ performance insights in AWS services. SolarWinds gives larger insights when we run performance issues."

    What is our primary use case?

    The solution is auto-scalable and serverless. It runs on the background and automatically scales up incase of heavy loads.

    What is most valuable?

    The solution’s scalability is good since we don’t need to take a maintenance window during unpredictable workloads. I like the solution’s behind-the-scenes happenings. It is a great feature.

    What needs improvement?

    I would like to see performance insights on the database based on the queries. Currently, we use SolarWinds as the monitoring tool. I would like to leverage SolarWinds’ performance insights in AWS services. SolarWinds gives larger insights when we run performance issues.

    For how long have I used the solution?

    I have been using the solution for one year.

    What do I think about the stability of the solution?

    We use the solution with dedicated instances where we had faced a couple of instances in which the tool had undergone force releases. Our applications are not highly transactional or work 24/7. Therefore, the impact was less. From the application downtime metrics, it goes down and comes back again. Aurora should be seamless if there is any hardware failure on that specific instance.

    Its also fails to the secondary instance as a primary. We had a couple of hiccups last year with the solution. I am not sure if they have included anything on that in the season’s release. We did not experience anything of that sort for the past two and a half months which is good.

    How was the initial setup?

    The solution’s initial setup is straightforward.

    What's my experience with pricing, setup cost, and licensing?

    The tool’s pricing depends on the instance type. For cost optimization purposes, we use the result instance category.

    What other advice do I have?

    I would rate the tool an eight out of ten. Aurora is plays well for us. I recommend this solution for zero downtime.

    Disclosure: My company has a business relationship with this vendor other than being a customer. Partner
    PeerSpot user
    CTO with 201-500 employees
    Real User
    Top 5Leaderboard
    Feb 26, 2025
    Built-in features manage recovery and availability
    Pros and Cons
    • "One of the standout features of Amazon Aurora is that we do not need to maintain disaster recovery or manage availability zones."
    • "There are tuning challenges."

    What is our primary use case?

    We use Amazon Aurora as a SaaS product to store customer data. Customers pay for usage rather than directly for the database, making it essential for our business's internal operations.

    What is most valuable?

    One of the standout features of Amazon Aurora is that we do not need to maintain disaster recovery or manage availability zones. These features are built into the product. Furthermore, the database is readily available, and AWS manages backups and other essential tasks. We only need to focus on database queries.

    What needs improvement?

    There are tuning challenges. The same methods used for tuning in RDS might not work in Aurora, and some functionalities available in MySQL may not be compatible with Aurora. There's also a concern with queries working in development on MySQL but not in production on Aurora.

    For how long have I used the solution?

    We have been using Amazon Aurora for over three to four years.

    What do I think about the stability of the solution?

    Amazon Aurora is stable once the migration is complete. We faced some glitches during migration, but post-migration stability has not been an issue.

    What do I think about the scalability of the solution?

    Amazon Aurora is fully scalable without any limitations.

    How are customer service and support?

    Amazon provides very good technical support.

    How would you rate customer service and support?

    Positive

    Which solution did I use previously and why did I switch?

    We transitioned from using RDS to Amazon Aurora.

    How was the initial setup?

    Initial setup of Amazon Aurora was straightforward, although migration took longer.

    What about the implementation team?

    The installation could be handled by one person, however, the migration process required a team.

    What was our ROI?

    We have seen an increase in customer satisfaction and availability with the switch from RDS to Aurora. While monetary savings might not be apparent, improvements in service availability and reliability are evident.

    What's my experience with pricing, setup cost, and licensing?

    The pricing for Amazon Aurora is nearly the same as RDS, with Aurora offering additional functionalities. This makes the product cost-effective.

    Which other solutions did I evaluate?

    Apart from Amazon Aurora, we also use AWS, GCP, and Azure. For data analytics, we moved from Snowflake to ClickHouse.

    What other advice do I have?

    Amazon Aurora overall rates at nine out of ten.

    Which deployment model are you using for this solution?

    Public Cloud

    If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

    Amazon Web Services (AWS)
    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    Abhijit Gautam - PeerSpot reviewer
    Cloud - Solution Architect at a tech vendor with 1,001-5,000 employees
    Real User
    Top 5Leaderboard
    Sep 2, 2024
    Provides ease of use in a managed environment with inbuilt security and continuous backups
    Pros and Cons
    • "Amazon Aurora stands out for its ease of use in a managed environment, inbuilt security, continuous backups, numerous read replicas, multi-region automated replication, and seamless integration with other AWS services."
    • "While Amazon Aurora meets your current scaling and storage needs, there is room for improvement in cryptography and scalability compared to other databases."

    What is most valuable?

    Amazon Aurora stands out for its ease of use in a managed environment, inbuilt security, continuous backups, numerous read replicas, multi-region automated replication, and seamless integration with other AWS services. 

    What needs improvement?

    While Amazon Aurora meets your current scaling and storage needs, there is room for improvement in cryptography and scalability compared to other databases. Although the instances you're using now are sufficient, there's potential for better scalability and enhanced cryptographic features.

    I did face a problem related to not enabling auto-scaling. When the storage reached its limit, the database went down. We had to either increase the instance size or add more Aurora replicas. These were architectural oversights or steps that were missed during the initial setup, but there was nothing inherently wrong with Amazon Aurora.

    For how long have I used the solution?

    I have been using Amazon Aurora for three years.

    What do I think about the scalability of the solution?

    I rate the solution’s scalability a six out of ten.

    How are customer service and support?

    We have faced AWS environment issues, particularly service disruptions in some regions or availability zones. For example, during a project, we experienced a problem in the North Virginia region: All EC2 instances in one or two availability zones shut down, and Aurora became unreachable. This impacted our applications significantly, as we couldn't reach any of the EC2 instances, and API issues arose. Later, we learned that a power failure in the data center was the cause.

    After this experience, we adjusted our architecture to include more than two availability zones and adopted a multi-region strategy to avoid relying on a single region. These changes helped mitigate similar issues in the future.

    Aurora support is based on the subscription level you choose. For instance, you can expect around-the-clock availability if you opt for a 24/7 support plan. With this subscription level, the support team responds to queries promptly and provides detailed assistance. We have not encountered major issues with their support; they have been very responsive and effective in addressing our needs.

    How would you rate customer service and support?

    Positive

    How was the initial setup?

    The initial setup for AWS services is straightforward because of its user-friendly AWS Management Console. Following the manuals and documentation on the AWS website allows you to create and configure your infrastructure or deploy services easily. The graphical user interface is designed to be intuitive, and for those who prefer command-line tools, the AWS CLI and AWS CDK are also available and user-friendly. However, the vast majority of users find the AWS Management Console to be the easiest way to build and manage their infrastructure.

    A basic knowledge of databases and instances is sufficient for working with Amazon Aurora. You should understand what a database and an instance are, but that's the extent of the foundational knowledge needed. To spin up and manage Amazon Aurora, you can rely on the documentation provided by AWS on their website. These resources are helpful and enough to guide you through the process.

    What was our ROI?

    We were using Amazon RDS, which was quite costly, especially when running larger Oracle database instances. We migrated to Amazon Aurora, which saved us nearly thirty percent in costs.

    What other advice do I have?

    Based on your experience, having a basic understanding of databases and instances is sufficient for working with Amazon Aurora. AWS's documentation is comprehensive and helpful for spinning up and managing AuroraDB. This basic knowledge and following the guidelines should be enough to use Aurora effectively in a SaaS environment.

    The main thing is that with AWS Security Hub, we can run audits in our AWS environment to identify vulnerabilities in our infrastructure and security configurations. AWS Security Hub provides a detailed report on existing vulnerabilities and their associated risk levels, such as minor, major, or high. It also offers recommendations on how to address these issues. For example, if an S3 bucket is not encrypted or secured, Security Hub will suggest ways to fix that vulnerability. These features are handy for maintaining PCI DSS compliance. For instance, if I have created an architecture for a fintech product, running a PCI DSS audit will help me identify and address any vulnerabilities. AWS allows for smooth integration with third-party tools available in the AWS Marketplace, such as Trend Micro, to enhance security further.

    Overall, I rate the solution an eight out of ten.

    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    EVP Technology at a consultancy with 51-200 employees
    Real User
    May 4, 2023
    Better indexing capabilities but expensive solution
    Pros and Cons
    • "We had better control over the parameters that we could tweak in terms of intermediate storage and better indexing capabilities."
    • "It would have been helpful if they had provided some benchmarking numbers."

    What is our primary use case?

    We had challenges in loading huge volumes of data quickly, with reports growing beyond a certain number of millions of rows. Despite indexing and applying filters, we experienced significant latency loading the related reports. That's why we looked into using Aurora. We monitored it for about six months and tweaked the database-related parameters, but we still didn't see much improvement. So we reverted to RDS.

    What is most valuable?

    We had better control over the parameters that we could tweak in terms of intermediate storage and better indexing capabilities.

    What needs improvement?

    It would have been helpful if they had provided some benchmarking numbers. If they had given those, we would have been able to make a more informed decision.

    For how long have I used the solution?

    I have been using Amazon Aurora for six months. 

    What do I think about the stability of the solution?

    It is a stable solution for a specific business case.

    What do I think about the scalability of the solution?

    It is a scalable solution. We had around 35 users.

    How was the initial setup?

    My IT person has been involved in the setup, but they said it was easy.

    What's my experience with pricing, setup cost, and licensing?

    It is an expensive solution. It is one of the reasons we shifted to RDS. 

    What other advice do I have?

    I would check you to check your use cases and the pain points you have with the current database and then recommend you make a benchmarking comparison. 

    In case of any specific requirements, we can evaluate if Amazon Aurora is a good fit. Overall, I would rate the solution a seven out of ten because our objective was not fulfilled. 

    Which deployment model are you using for this solution?

    Private Cloud
    Disclosure: My company does not have a business relationship with this vendor other than being a customer.
    PeerSpot user
    Buyer's Guide
    Download our free Amazon Aurora Report and get advice and tips from experienced pros sharing their opinions.
    Updated: December 2025
    Buyer's Guide
    Download our free Amazon Aurora Report and get advice and tips from experienced pros sharing their opinions.