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What is Kubex?

Kubex is an agentic Kubernetes and AI infrastructure optimization platform that automates resource allocation, workload scaling, and cloud cost management across complex computing environments. The software combines deterministic machine learning, predictive workload analysis, and policy-controlled automation to optimize infrastructure without requiring continuous manual intervention. Its resource optimization engine analyzes historical utilization patterns to determine appropriate CPU and memory requests and limits for individual containers. Automated rightsizing helps reduce overprovisioning while accounting for peak demand, memory exhaustion risks, CPU throttling, and application reliability requirements. Kubex also optimizes Kubernetes node selection and cluster capacity by identifying suitable instance types, consolidating workloads, and coordinating infrastructure provisioning through tools such as Karpenter and Cluster Autoscaler. Its bin packing capabilities improve pod placement and node utilization while respecting affinity rules, topology constraints, and disruption budgets. Horizontal Pod Autoscaler optimization coordinates replica counts and utilization targets with container rightsizing to improve application scaling efficiency. For AI and machine learning workloads, Kubex supports GPU fractioning through time-slicing, NVIDIA MIG, and MPS, allowing multiple models to share accelerator resources efficiently. Additional inference optimization capabilities include KV cache sizing, memory utilization analysis, and continuous vLLM configuration tuning to improve throughput and reduce GPU infrastructure costs. The Kubex AI Agent provides natural language infrastructure analysis, scheduled optimization tasks, reusable agent skills, and Model Context Protocol integrations with tools such as Claude, Cursor, and ChatGPT. Its automation engine supports read-only assessments, human approval workflows, configurable policies, in-place resource adjustments, etc.

What is CloudPhysics?

HPE CloudPhysics is an intuitive SaaS platform tailored to oversee and evaluate IT infrastructures, delivering crucial insights and comprehensive reports that aid in the enhancement, repair, and adjustment of data centers to align with changing requirements. This cutting-edge solution simulates possible migrations to diverse cloud environments, estimating both expenses and viability, while also constructing an accurate virtual model of your infrastructure on an individual machine level, thereby furnishing you with essential information to make educated choices regarding cloud versus on-premises solutions. Rather than depending on tedious spreadsheets, users can quickly access migration strategies and cost analyses for the cloud, simplifying the decision-making journey. The platform facilitates the effective classification, grouping, and consolidation of all workloads within the data center into a singular perspective. By utilizing HPE CloudPhysics’ comprehensive workload-sizing and costing frameworks, businesses can align themselves with optimized cloud pricing models, realizing significant enterprise-level benefits. Moreover, prior to investing in new hardware and resources for the upcoming IT budget cycle, it is crucial to gain a comprehensive understanding of current workloads to ensure the most strategic investment decisions are made. This forward-thinking strategy not only boosts cost-effectiveness but also guarantees that your IT infrastructure is well-prepared for future challenges and opportunities. Ultimately, organizations can achieve greater agility and responsiveness in a rapidly evolving technological landscape.

Media

Media

Integrations Supported

AWS Marketplace
Amazon Web Services (AWS)
Docker
Google Cloud Platform
IBM Cloud
Kubernetes
Microsoft Azure
Red Hat OpenShift
VMware Cloud

Integrations Supported

API Availability

API Availability

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS
Windows
Mac
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Online Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Kubex

Date Founded

1999

Company Location

Canada

Company Website

kubex.ai/

Company Facts

Organization Name

CloudPhysics

Date Founded

2011

Company Location

United States

Company Website

www.cloudphysics.com

Categories and Features

Cloud Cost Management

Not specified

Cloud Management

Not specified

Cloud Migration

Not specified

FinOps

Not specified

Categories and Features

Virtualization

Capacity Monitoring
Data Mobility
Desktop Virtualization
Performance Management
Virtual Machine Monitoring

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