reducing infra cost for Kubernetes


Ksenia Ostride Labs

Ksenia Kazlouskaya

Chief Marketing Officer

Ksenia’s background is in the IT and healthcare industries. She helps us grow our story in the cloud migration community and execute our inbound marketing strategy

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Reducing Infrastructure costs for Kubernetes deployments

Updated 20 Dec 2023


In the rapidly evolving landscape of cloud computing, Kubernetes plays a crucial role in orchestrating containerized applications. Its significance is undeniable, but efficiently managing Kubernetes deployments, particularly with respect to infrastructure costs, poses a significant challenge.

This challenge is not unique to Ostride Labs but is a common hurdle faced by many organizations striving to optimize their use of Kubernetes. Balancing cost-efficiency with effective management of these deployments remains a key focus in the field.

Efficient Resource Utilization 

Optimizing resource utilization is fundamental to reducing costs in Kubernetes environments. This involves carefully balancing resource allocation to avoid underuse or over-provisioning. Tailoring scaling strategies to each application’s unique requirements is crucial for this optimization.

Through vigilant monitoring and adjustment of resource allocation based on real utilization, organizations can effectively minimize unnecessary expenditures. This strategic approach to resource management is key to cost-efficient operations in Kubernetes environments.

Scaling Strategies 

Kubernetes provides multiple mechanisms to scale deployments effectively, pivotal for balancing performance and cost management. Among these, the Horizontal Pod Autoscaler (HPA) stands out. It dynamically adjusts pod replicas in a deployment, responding to changes in CPU or memory usage.

This automatic scaling by HPA aligns resources with actual demand, preventing resource wastage. Such strategic resource alignment is crucial for maintaining efficient and cost-effective Kubernetes operations.

Time-Based Scaling 

Time-based scaling is a forward-thinking strategy, particularly effective for predictable traffic patterns in Kubernetes environments. It entails adjusting the scale of deployments based on pre-set schedules, ensuring resources match anticipated application demand.

Such an approach is especially beneficial in environments like development or testing, where scaling down during low-traffic periods can result in significant cost reductions. This method aligns resource use with actual needs, optimizing efficiency and minimizing waste.

Cost-Effective Environments

Kubernetes often involves juggling multiple environments, such as development, staging, and production. Efficient management of these environments is crucial for controlling costs. Utilizing Kubernetes tools like namespaces and cluster controllers plays a vital role in this process.

These tools aid in segregating and administering different environments effectively. They ensure that resources are not just allocated, but also utilized in the most judicious manner, aligning with the overarching goal of cost-efficiency in Kubernetes operations.

Challenges and Solutions 

Navigating the cost management landscape in Kubernetes deployments presents several challenges. Factors like the complexity of applications, variable traffic patterns, and the requirement for high availability add layers of complexity to cost optimization.

However, these challenges are surmountable with the right approach. Effective deployment planning, leveraging Kubernetes’ native scaling features, and consistent monitoring of resource utilization are key strategies that can help overcome these hurdles. By applying these solutions, organizations can master the intricacies of cost management in their Kubernetes deployments.


Managing costs in Kubernetes deployments is an evolving and continuous effort. Utilizing its scaling capabilities, fine-tuning resource usage, and implementing time-based scaling can greatly minimize infrastructure expenses for organizations.

As Kubernetes technology advances, so do the approaches for economical deployments. This evolution ensures that companies like Ostride Labs can effectively leverage Kubernetes’ benefits while maintaining financial sustainability.



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