> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kubex.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Instance & ScaleGroup Optimization

> Optimize cloud infrastructure costs and performance across AWS, Azure, Google and Oracle Cloud

Kubex Cloud Resource Optimizer continuously analyzes cloud workloads, identifies waste, and recommends right-sizing actions across AWS, Azure, and Google Cloud and OCI environments. The platform helps SREs, Platform Engineering teams, Cloud Architects, and FinOps practitioners maximize utilization while maintaining operational reliability.

<Frame caption="Figure: Cloud Usage Trends">
  <img src="https://mintcdn.com/densify/chtgqIMt-4WHjyrs/images/docs-cloudex/cloudtrends.png?fit=max&auto=format&n=chtgqIMt-4WHjyrs&q=85&s=92642b65845b7e295cd895d57bbee89d" alt="" width="1785" height="782" data-path="images/docs-cloudex/cloudtrends.png" />
</Frame>

***

## Kubex Collects and Analyzes

| Cloud Provider | Service Type |
| - | - |
| AWS | EC2, RDS, ASG |
| Azure | VM, ScaleSet |
| GCP | Compute Instance |
| OCI | VM |

***

## Why Cloud Optimization Matters

Cloud environments often suffer from:

* Overprovisioned compute resources
* Underutilized instances
* Excessive cloud spend
* Performance bottlenecks caused by poor sizing decisions
* Manual optimization processes that don't scale

<Frame caption="Figure: Typical Cloud Waste Reasons">
  <img src="https://mintcdn.com/densify/chtgqIMt-4WHjyrs/images/docs-cloudex/cloud_waste_breakdown.png?fit=max&auto=format&n=chtgqIMt-4WHjyrs&q=85&s=ce0517f32d9c04a9407d833995127faf" alt="" width="1018" height="392" data-path="images/docs-cloudex/cloud_waste_breakdown.png" />
</Frame>

Kubex helps organizations continuously align resource allocation with real workload demand, reducing waste while maintaining application performance.

***

## Key Benefits

### Lower Cloud Costs

Identify and eliminate unnecessary infrastructure spend through intelligent rightsizing recommendations and automated optimization workflows.

### Improve Resource Efficiency

Analyze actual workload behavior and allocate resources based on observed demand patterns rather than estimates.

### Reduce Operational Risk

Optimization recommendations are prioritized based on confidence, impact, and safety to minimize disruption.

### Accelerate FinOps Outcomes

Enable engineering, operations, and finance teams to collaborate around a shared view of optimization opportunities and realized savings.

***

## How It Works

### 1. Connect Cloud Accounts

Connect your cloud environment securely and begin collecting infrastructure and utilization data. See [Setup Cloud Data Collection](/docs-kubex/Content/Cloudex/Data_Collection_Overview-Cloud)

### 2. Assign Policies

A default policy is automatically assigned to instances in each account connected to Kubex. You can reassign policies at any time. For more details, refer to the [Cloud Policy](cloud_policy) page.

### 3. Analyze Workload Behavior

Kubex continuously evaluates:

* CPU utilization
* Memory consumption
* Resource allocation patterns
* Growth trends
* Performance characteristics

using machine learning and historical workload analysis.

<Frame caption="Figure: Typical Cloud Waste Reasons">
  <img src="https://mintcdn.com/densify/5vNHEMfbTXD00RPr/images/docs-cloudex/catalog_map_example.png?fit=max&auto=format&n=5vNHEMfbTXD00RPr&q=85&s=306a911fc0f435f79ebee52f64f0e0d0" alt="" width="1857" height="961" data-path="images/docs-cloudex/catalog_map_example.png" />
</Frame>

### 4. Identify Optimization Opportunities

The platform surfaces:

* Overprovisioned resources
* Underutilized instances
* Inefficient instance families
* Rightsizing opportunities
* Cost reduction recommendations
* For **Scale Groups (ASG, ScaleSet)**, Kubex additionally provides recommendations for min and max group sizes

prioritized by business impact and risk.

## FinOps Enablement

Kubex helps organizations mature their FinOps practices by providing:

| Capability | Benefit |
| - | - |
| Cost Visibility | Understand where cloud spend occurs |
| Resource Rightsizing | Eliminate overprovisioning |
| Savings Tracking | Measure optimization impact |
| Continuous Optimization | Maintain long-term efficiency |

By embedding optimization into operational workflows, teams can make cloud cost management an ongoing process instead of a periodic exercise.

***

Organizations use Kubex to improve cloud efficiency, reduce operational complexity, and ensure infrastructure resources align with actual business demand.

***


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