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PerfectScale: Automated K8s Optimization and Management Platform

PerfectScale Announces Advanced GPU Utilization Visibility and Optimization Insights

PerfectScale will soon be releasing capabilities that enable organizations to have real-time visibility into GPU allocation and utilization for each workload on the node, highlighting idle resources and uncovering significant cost-saving potential.

As organizations implement AI and LLMs to innovate their applications, they significantly increase their GPU usage, thereby raising cloud costs. This rapid adoption is bringing a whole new set of optimization complexities that companies are now facing.

GPUs represent a significant investment for organizations, often making up nearly 75% of hourly operational costs. However, managing GPU resources presents companies with complex challenges:

  • Resource Allocation: Balancing resource allocation and workload performance is crucial.
  • System Stability: Poor configuration can disrupt operations and lead to instability.
  • Effective Oversight: Continuous monitoring and adjustment of GPU usage are essential to maintaining efficiency and reliability.

As we move through the launch process, we will allow users to receive preferential early access and experience the innovative advanced GPU visibility firsthand.

Join the Waitlist

Get early access to the innovative and advanced  GPU gain real-time visibility 

 

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FAQ

  1. What is PerfectScale?
    PerfectScale is an automated Kubernetes cost optimization and management platform. It's the industry's only production-ready automation platform that can safely and autonomously right-size your environment to enhance resilience and availability, eliminate waste, and reduce carbon emissions. With PerfectScale you can ensure your environment is always perfectly scaled to meet demand by effortlessly optimizing every layer of your K8s stack. 

  2. How do I implement PerfectScale?
    PerfectScale is a SaaS solution designed to simplify Kubernetes optimization. Getting started takes just a few minutes—deploy our lightweight agent to your target cluster, and optimization insights will immediately begin streaming to your organization's tenant.
     
  3.  We already use auto-scalers (HPA, KEDA, Karpenter), why do we need PerfectScale?
     While auto-scaling is important, proper configuration is complex. PerfectScale optimizes workloads, enhancing the efficiency of auto-scaling practices. Our recommendations respect your HPA settings to prevent conflicts, and work in tandem with Karpenter, right-sizing your requests automatically, and increasing savings.

  4.  How secure is PerfectScale?
    At PerfectScale, security and compliance are top priorities. Our SOC 2 Type 2 compliance ensures your data is protected. We also offer features like Single Sign-On (SSO), multi-factor authentication, and audit logs to help you use our platform securely.

  5. We are already using observability tools like Datadog, what's the added value? 
     While tools like Datadog or Prometheus are valuable, they often don’t provide actionable insights for continuous K8s optimization. PerfectScale offers recommendations and automated actions needed for optimal performance.

 

PerfectScale, 2024