AWS, Cloud Computing, Containerization, DevOps, Kubernetes

3 Mins Read

Cost Optimization Trends to Follow on Containerization Workload AWS 2023


AWS offers various services and pricing options for effective cost management while maintaining optimal performance and capacity for business needs. Although the basic process of cost optimization on AWS involves monitoring costs and usage, analyzing data to identify savings opportunities, and taking action to realize those savings, this blog will focus on specific tactics for reducing costs in response to changes in user demand. By adapting to changes in user demand, businesses can achieve significant cost savings on AWS.
The cost saving strategies may include modifying the usage of services, leveraging cost optimization tools, and taking advantage of AWS pricing models, such as spot instances and reserved instances. Additionally, businesses can monitor their usage patterns and adjust their resources, optimizing their infrastructure to suit their needs.

Containerization and Modernization by implementing DevOps best practices play a key role in your cost optimization journey.

Why do we use Containerization in general?

  • Consistency: Containers ensure that the application and all its dependencies are packaged consistently, which helps reduce configuration errors and ensure that the application behaves the same way across different environments.
  • Portability: Containers can be easily moved from one environment to another, making deploying applications across different platforms and cloud services easier.
  • Resource efficiency: Containers are lightweight and consume fewer resources compared to virtual machines, which can reduce the cost of running applications.
  • Scalability: Containers can be scaled up or down quickly and easily, making managing workloads that experience high traffic or demand easier.
  • Security: Containers are designed to be isolated from the underlying host system, which helps prevent security breaches and reduce the risk of exploited application vulnerabilities.

Despite implementing containerization in software development, additional costs are still incurred. Using containers may require additional resources and expertise to manage and maintain, which can contribute to increased expenses. Furthermore, depending on the complexity of the application and its infrastructure, containerization may not necessarily result in significant cost savings.

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Reasons why more costs may occur even after Containerization

  • Infrastructure costs: While containerization can reduce infrastructure requirements, it still requires a certain amount of infrastructure to run containers efficiently. This infrastructure can include servers, storage, and networking equipment, which can add to the cost of containerization.
  • Licensing costs: Containerization may require additional licenses for certain software, such as container orchestration tools or monitoring solutions, which can increase costs.
  • Learning curve: Containerization requires a certain amount of expertise to deploy and manage effectively. Companies may need to invest in training or hiring personnel with the necessary skills, which can add to the cost.
  • Integration costs: Integrating containers into existing systems and workflows can be complex and time-consuming. Companies may need to invest in integration tools or services or spend more time and resources on integration efforts, which can increase costs.
  • Security costs: Containerization introduces new security challenges that may require additional investments in security tools, services, and personnel to mitigate. Failure to adequately secure containers can result in costly security breaches.

Generic Strategies to Reduce the Cost of AWS Containerization Workload

  1. Identify Amazon EC2 instances that are not being fully utilized and reduce expenses by either stopping them or adjusting their size to better match their workload. Reduce the by stopping or scaling in the instances when not in use for non-prod environments.
  2. Identify Amazon EBS volumes that are not being utilized effectively and decrease costs by creating snapshots before deleting them.
  3. Analysis of utilizing storage services like Amazon S3 and minimizing expenses by utilizing less expensive storage layers.
  4. Detecting Database layer usage of Amazon RDS and Amazon Redshift instances which are underutilized and decrease cost by halting RDS instances and suspending Redshift instances.
  5. Verify the utilization of Amazon DynamoDB and minimize expenses by utilizing Autoscaling or On-demand features.
  6. Optimize networking and reduce expenses by removing inactive load balancers.
  7. Lower the expenses of using Amazon EC2 by utilizing Spot Instances and reserved instances.
  8. Check and adjust the configuration of your EC2 AutoScaling Groups with the required Scaling policies.
  9. Decrease expenses for Amazon RDS, Amazon Redshift, Amazon ElastiCache, and Amazon Elasticsearch by utilizing Reserved Instances (RI).
  10. Use Compute Savings Plans to reduce Amazon EC2, AWS Fargate, and AWS Lambda costs.


Containerization is becoming increasingly popular for deploying workloads on AWS due to its flexibility, scalability, and efficiency. However, as organizations continue to adopt containerization, cost optimization becomes crucial to maximize ROI. Organizations can follow the steps to optimize costs on containerization workloads on AWS. By adopting these cost optimization trends, organizations can ensure they get the most out of their containerization workloads on AWS while minimizing costs.

Here is one case study where, CloudThat’s DevOps team worked closely with Zoomcar’s development team to implement DevOps best practices and improve their AWS infrastructure. This critical requirement successfully deployed the new application on the AWS infrastructure. As a result, the client achieved a high containerization rate of 60% for their applications and an impressive uptime of 99.9%.

Click here to read more about it.

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Drop a query if you have any questions regarding AWS Containerization Workload and I will get back to you quickly.

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1. How does containerization impact workload costs?

ANS: – Containerization can help reduce workload costs by allowing for efficient resource allocation and utilization. With containerization, workloads can be isolated and run in their environments, reducing the risk of resource conflicts and improving overall system stability. This enables businesses to optimize their infrastructure, reduce waste, and avoid overspending.

2. What are the cost implications of container orchestration tools?

ANS: – Container orchestration tools such as Kubernetes can help streamline container management and improve workload performance, but they may also come with additional costs. For example, some orchestration tools may require dedicated resources, which can increase infrastructure costs. However, these costs can often be offset by improved workload efficiency and performance.


Chandan B works as a Project Head - DevOps & Kubernetes at CloudThat for the past five years. He is a multi-cloud certified DevOps professional, helping our clients to migrate, modernize and containerize their workload on the cloud by implementing standard DevOps best practices.



  1. Noble

    Apr 10, 2023


    Good writeup!!

  2. Munwar

    Apr 9, 2023


    Great work 👍

  3. Rohan

    Apr 8, 2023



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