
Solidus Labs reduces Kubernetes resilience issues by 90%
Learn how PerfectScale by DoiT helped Solidus Labs reduce SLA breaches by improving its Kubernetes resilience.
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proteanTecs is on a mission to enable the electronics industry’s scalability. Its cloud-based platform combines deep telemetry data with machine learning to monitor the health and performance of advanced chips, transforming electronics reliability.
proteanTecs solutions are critical components used by key customers across various industries, including semiconductor, data center, and automotive. This requires having an application infrastructure that is stable, scalable, and highly available. To ensure its application meets customers’ demands, proteanTecs uses Kubernetes to run its entire platform, using over 30 clusters across AWS, Azure, and Google Cloud services.
The proteanTecs platform has seen substantial growth, both functionally and from an end-user standpoint. In the early stages of the company’s history, application stability and availability were the most critical factors, but as its solution scaled, it began to notice sub-optimized resources impacting its budget.
“Our development team builds their microservices and chooses their own resource request and limits,” explained Amit Daniel, Director of DevOps in proteanTecs. “However, the developers tended to allocate risk-averse resources to ensure their services were working as expected. This approach kept our systems available and stable, but it was inefficient from a cost standpoint.”
The DevOps team focused on optimizing its Kubernetes environment to eliminate unnecessary resources and reduce cloud costs. However, its toolset had several gaps at the time, making optimization a complex and time-consuming task.
“With tools like Datadog, we can see whatever we want; requests, limits, etc., but they only give us visibility. We needed better insights into what resources our microservices need to run properly,” Daniel said. “PerfectScale by DoiT provides us with the exact visibility and insights we need to optimize our Kubernetes costs. It compares the resources we have allocated for each service vs actual utilization to identify over-provisioning, then tells us what actions we need to take to cut costs safely.”
proteanTecs began by piloting PerfectScale by DoiT in one of its development environments to have the insights and automation necessary to optimize Kubernetes costs. It quickly uncovered clear opportunities to reduce costs without compromising performance.
“Our Dev environment was costing roughly $10k per month,” said Daniel. “By implementing PerfectScale’s recommendations, we were able to get the cost down to $5k without compromising the stability of the environment.”
As preoteanTec moved the solution into production environments, it wanted to ensure that the cost optimization efforts would not impact system performance. To ensure services remained stable, the team leveraged PrefectScale’s ability to provide additional headroom services by adjusting the “resilience level.”
The team also used PerfectScale to identify services lacking the resources needed to perform correctly.
“We found throttling, OOM, and container restarts that we did not know were happening. Many issues were not triggering alerts in our monitoring system. Also, if we were not capturing the right metrics, it was challenging and time-consuming to determine the root cause of something like a memory leak.” Daniel explained. “PerfectScale instantly identifies the issues and shows us how to resolve them quickly. As a result, we see that our platform is performing better, which is helping us to provide our customers with a better experience.”
While the DevOps team continues to lead the charge on optimization, the long-term vision is clear: scale the impact across the entire engineering organization.
The goal is to embed cost awareness into the development lifecycle. After each release, developers are expected to assess the cost-effectiveness of their services and proactively apply PerfectScale’s insights to keep the Kubernetes environment lean, efficient, and high-performing.
This shift is made possible by the measurable success already achieved:
“As we continue to deploy innovations to our application, and as the customer base grows, and want to make sure our environment grows as efficiently as possible,” Daniel said. “PerfectScale will be an essential solution in helping us keep our environment cost-effective and stable.”
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