PerfectScale

?? PerfectScale's latest NEWSLETTER, 'Lean Cluster,' is out! ?? –––––––––––––––––––––––––––––––––––––––––––––––––– ?? [KUBERNETES OPTIMIZATION WORKSHOP] Run Highly Reliable K8s Clusters at the Lowest Possible Cost with Anton Weiss & Matthew Parker ?? How Karpenter works, best practices for implementation, cost optimization techniques, and configuring multiple NodePools. ?? How to use Karpenter and AWS Reserved Instances. ?? How to get an additional 50% in cost reduction with Karpenter & PerfecScale. …and a lot more! #perfectscale #kubernetes #k8s #sre #devops

We had a fantastic time at Connect.Tech 2024 in Atlanta ????this week. It was a pleasure meeting so many talented professionals and engaging in insightful discussions about #k8s optimization. A special thank you to the organizers ?? Puria Rustamzadeh Matthew Parker Brendan Cooper

?? Exciting News at PerfectScale! I’m thrilled to announce Puria Rustamzadeh has joined sales team! Puria Rustamzadeh - Director of North American Sales (Atlanta, GA ????) With over 12 years of experience in software sales, Puria has a proven track record of selling technical tools to highly technical audiences and building scalable sales organizations. In Puria's words: "I'm incredibly impressed by PerfectScale's innovative approach to responsible and proactive #Kubernetes optimization. Their platform empowers organizations to achieve peak #K8s performance and significantly reduce cloud costs through intelligent automation, data-driven insights, and actionable recommendations. It's an exciting time to be part of a company at the forefront of cloud-native technology, and I'm eager to contribute to the mission of making Kubernetes more efficient and accessible for all." Welcome aboard, Puria! ?? Also, we are expanding our North American Sales team.? Interested in joining PerfectScale, check out our career page. (Link in the comments).

KARPENTER x The Ultimate Guide Does your Kubernetes cluster frequently run out of capacity? Are you frustrated with manually scaling node groups up and down to meet demand? There is a better way!https://hubs.la/Q02Yv7QZ0 #karpenter #devops #kubernetes #sre

KARPENTER x The Ultimate Guide With Karpenter, you can: →Instantly provision just the right compute resources required by your applications. No more guessing with static node groups! → Optimize costs by only running exactly the resources you need. Karpenter can even replace underutilized nodes with cheaper instance types. → Handle Spot interruptions gracefully so your applications stay available. → Simplify Kubernetes upgrades by replacing nodes on a rolling basis. → Get the benefits of bin packing and topology aware scheduling for better resource efficiency. → Scale machine learning and other dynamic workloads seamlessly. Interested in learning more? Check out this ultimate guide to running Karpenter for autoscaling your EKS cluster. https://hubs.la/Q02Yv5wG0 #karpenter #devops #kubernetes #sre

Still buzzing from #KubeCon + #CloudNativeCon America 2024 vibes, here's a recollection of our week, and it was so good ?? Looking forward to London in 2025! Thank you to everyone who stopped by our booth?? Amir Banet Puria Rustamzadeh Matthew Parker Brendan Cooper Eli Birger

?? PerfectScale announced GPU support at #KubeCon + #CloudNativeCon America 2024 "GPU represents a significant investment for organizations, accounting for up to 75% of hourly cloud costs,” said Eli Birger, CTO and co-founder of PerfectScale. “However, managing GPU resources, including their allocation and optimization, presents a complex challenge arising from the need to balance resource distribution while ensuring workload performance. Misconfiguration can lead to system instability, making it essential for organizations to effectively monitor and adjust GPU usage without compromising the efficiency and reliability of workloads.” Thank you for covering the milestone Adrian Bridgwater Want to get early access to GPU optimization features? Join the waitlist here: https://lnkd.in/dP9AdquB https://lnkd.in/dJUXGaBV?

Thank you to everyone who has already come and talked to us about optimizing your #k8s stack without compromising the stability ?? Visit us Booth T37 #kubecon #cncf

Hello ?? from #Kubecon + #CloudNativeCon NA 2024! Amir Banet Eli Birger Matthew Parker Brendan Cooper Puria Rustamzadeh are here to show you the ins and outs of the PerfectScale platform. ?? Watch interactive demos of our latest features like actionable recommendations for node optimization, insights into GPU utilization, and more!

SCALING STRATEGIES x KUBERNETES COST OPTIMIZATION Kubernetes provides several scaling strategies, each with its own advantages and considerations for cost optimization. Let's take a look… →?Manual Scaling Manual scaling involves manually adjusting the number of pod replicas based on observed resource usage and performance metrics. While this method offers the most control, it can be time-consuming and prone to errors, especially in large-scale environments. Learn more, why you need automation for lean clusters:?https://lnkd.in/dVV3pqR2 →?Horizontal Pod Autoscaling (HPA) HPA can help ensure that resources are not wasted on underutilized pods and that enough pods are available to handle the workload, leading to improved cost efficiency. However, HPA requires careful configuration to avoid rapid scaling events that can lead to instability. Explore what HPA is, how it works, the implementation of HPA, best practices, and limitations:?https://lnkd.in/dvwV6evB →?Vertical Pod Autoscaling (VPA) Kubernetes Vertical Pod Autoscaler (VPA) automatically adjusts CPU and memory for your pods. Learn how VPA works, how it relates to HPA, and best practices for optimizing your resource management:?https://lnkd.in/dtXQRMsz →?Cluster Autoscaling (CA) Kubernetes Cluster Autoscaler (CA)?adjusts the number of nodes in the cluster based on pod scheduling failures or when nodes are underutilized. This in-depth guide covers how the Kubernetes Cluster Autoscaler works, implementing it in EKS, troubleshooting, and deployment via Helm:?https://lnkd.in/dqkDU2mz →?Karpenter Discover the Ultimate Guide of Karpenter: Learn what it is, how it works, and best practices for implementation and optimization. https://lnkd.in/dAV3Srqw If you would like to automate your K8s scaling without the headache, try PerfectScale: #hpa #vpa #devops #k8s #kubernetes