Boost K8s Performance and
Resilience Autonomously

PerfectScale enhances Kubernetes performance by autonomously right-sizing workloads, preventing downtime, and optimizing resource use for 99.99% availability.

Automatic Issue Remediation

Maximize uptime and eliminate latency by instantly identifying and fixing resiliency risks to deliver consistent service excellence.

  • Prevent Configuration Errors: No CPU Request, No Memory Request, No Memory Limits, etc.
  • Avoid Resource Under-provisioning: OOM, CPU Throttling, Eviction, etc.
  • Eliminate Code and Autoscaling Configuration Errors: Suspected Memory Leak, Hitting Max Replica, etc.

Infrastructure Hardening

Get holistic visibility across your nodes to proactively identify misconfigurations that could harm your infrastructure.

  • Prevent node over-commitment: Ensure stable nodes and avoid evictions with precise memory limit recommendations.
  • Ensure Proper Node Affinities and Taints: Quickly spot misconfigurations by analyzing workload scheduling patterns across node groups.
  • Choose Optimal Nodes: Align resources with workload demands by choosing the most suitable node types for your pods.

Impact-driven Prioritization

Ensure service consistency by focusing on and resolving critical issues in real time with advanced auto-prioritization.

  • Align Alerting with your SLA/SLOs: Customize alerting to keep your service within target levels.
  • Receive Instant Notifications: Stay informed by connecting your preferred communication channel, like Slack, MS Teams, or DataDog Alerts.
  • Escalate with Established Workflow: Ensure every issue is handled properly by creating a ticket in one click.

Feature Chart

Platform Capabilities
Real-time Issue Indication and Prioritization
Recommended Resolutions
Autonomous Remediation
Alerts and Ticketing Integrations
Identified Risks
Evictions
Out of Memory
Suspected Memory Leak
CPU Throttling
Pod Restarts
HPA at Max Replicas
Underprovisioned Memory (Requests and Limits)
Underprovisioned CPU (Requests and Limits)
Memory not set (Request and Limit)
CPU not set (Request and Limit)
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FAQs

What is Kubernetes performance?

Yes! PerfectScale is a multi-cloud solution that supports any Kubernetes distribution, including GKE, EKS, AKS, and more.

How do I improve Kubernetes performance fast?

PerfectScale maximizes efficiency during dynamic K8s environments by autonomously optimizing ephemeral workloads in real-time with an advanced grouping algorithm.

Why do pods restart even when nodes look healthy?

Yes! PerfectScale is fully compatible with your node autoscaling solutions, such as Google Autopilot, Node Auto Provisioning (NAP), and more. It continuously right-sizes workloads, identifies and addresses configuration errors, and ultimately optimizes resource utilization, ensuring your autoscaling operates effectively.

How does autoscaling affect performance?

Yes, PerfectScale’s Community Package is free for life. Premium features, like automation, are available for Community users for the first 30 days after creating an account. Sign up here.

Can I prevent CPU throttling without overprovisioning?

Yes, PerfectScale’s Community Package is free for life. Premium features, like automation, are available for Community users for the first 30 days after creating an account. Sign up here.

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