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Kubernetes Autoscaling

Guides, comparisons, and implementation advice for Kubernetes autoscaling across HPA, KEDA, event-driven, predictive, and vertical approaches.

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Multitenant KEDA architecture

Multitenant KEDA: Multiple Scaling Engines, One Cluster

April 07, 2026

Predictive, Vertical, and Multi-Cluster Autoscaling

Kedify Extends KEDA with Predictive, Vertical, and Multi-Cluster Autoscaling for Modern Workloads

March 23, 2026

Pod Resource Autoscaler

Pod Resource Autoscaler: Fast Vertical Scaling for Spiky Workloads

February 12, 2026

Autoscaling Delay: Reactive vs Proactive Scaling

Autoscaling Delay: Resource-Based vs. Proactive Metrics

January 28, 2026

Kedify SOC 2 Type II Certification

Kedify Achieves SOC 2 Type II Certification

January 06, 2026

One does not simply use Prometheus metrics for autoscaling

One Does Not Simply Use Prometheus Metrics for Autoscaling

December 15, 2025

Scaling AI and ML Workloads

How to Autoscale GPU and LLM Workloads on Kubernetes

November 05, 2025

Predictive Autoscaling in Kedify

Predictive Autoscaling for Kubernetes: Scale Before Traffic Spikes

October 23, 2025

The 2025 Kubernetes Autoscaling Playbook

From Intent to Impact: Introducing The 2025 Kubernetes Autoscaling Playbook

October 22, 2025

Kubernetes Autoscaling Evolution

The Evolution of Kubernetes Autoscaling: From HPA to Real-Time, Event-Driven Control

October 02, 2025

What’s Autoscaling and Who’s it for

Why We Published “What’s Autoscaling?” and “Who’s it for?”: Making Autoscaling Click for Everyone

September 11, 2025

Shrink Pods When Traffic Sleeps

Shrink Pods When Traffic Sleeps

September 09, 2025

Header Based Routing

Routing by Headers: Smarter HTTP Autoscaling

August 12, 2025

Kedify Enterprise KEDA Autoscaler on OpenShift

Kedify Now Available on Red Hat OpenShift

July 30, 2025

New Kedify Homepage Preview

Why We Rebuilt Our Homepage: Clearer Value, Smarter Scaling

July 01, 2025

Kedify ROI Calculator Preview

Introducing Kedify’s ROI Calculator: A Clearer Path to Smarter Autoscaling Decisions

June 25, 2025

Handling Cold Starts Gracefully

Scale to Zero Without Bad UX: Waiting and Maintenance Pages for HTTP Autoscaling

June 17, 2025

Kedify ScalingGroups in action

Autoscaling Boundaries: Optimize Shared Resources Utilization

April 24, 2025

Azure Functions on Kubernetes

Scale Azure Functions on Kubernetes with KEDA and HTTP Autoscaling

February 03, 2025

Pod resizes, memory going from 200MB to 2GB and then to 500MB

Kubernetes Vertical Autoscaling Without Restarts: In-Place Resize Explained

January 20, 2025

Kubernetes Autoscaling during Black Friday

Black Friday Is Over: Could Your Kubernetes Cluster Handle the Load?

December 02, 2024

RabbitMQ autoscaling

KEDA’s dynamic scheduling fixes Kubernetes long-running workloads

January 17, 2024

KEDA + Kafka: Improve performance by 62.15% at peak loads

KEDA + Kafka: 62.15% Better Peak Performance for Kubernetes Consumers

December 18, 2023

Robots working together

Prometheus Autoscaling in Kubernetes: Why HPA Needs KEDA

November 20, 2023

Smashing Glass Robot

Cracking Bottlenecks: How KEDA Outsmarts Kubernetes Horizontal Pod Autoscaler

October 30, 2023