How Huolala Cuts Cloud Costs with Kubernetes: Spot Instances, Smart Autoscaling, and Predictive Scaling

This presentation details Huolala's end‑to‑end cloud‑native cost‑optimization strategy, covering the company's infrastructure basics, Kubernetes‑based server cost‑saving techniques, a tailored optimization roadmap, practical Spot Instance usage, and a custom CronHPA‑driven scheduled scaling solution to boost resource utilization.

Cloud NativeCost OptimizationHPA

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How Huolala Cuts Cloud Costs with Kubernetes: Spot Instances, Smart Autoscaling, and Predictive Scaling

HomeTech

Jan 13, 2022 · Cloud Native

AutoKH: A Mixed‑Workload Resource Management Solution on Kubernetes and Hadoop

AutoKH is a cloud‑native mixed‑workload framework that integrates Kubernetes and Hadoop to dynamically schedule online and offline tasks, improve CPU and memory utilization, enforce priority classes, and ensure service stability through operators, CronHPA, and resource‑control components.

CPU ManagerHadoopKubernetes

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AutoKH: A Mixed‑Workload Resource Management Solution on Kubernetes and Hadoop

Alibaba Cloud Native

Aug 30, 2019 · Cloud Native

Mastering Scheduled Autoscaling in Kubernetes with cronhpa-controller

This guide explains how to install, configure, and verify the open‑source kubernetes‑cronhpa‑controller for periodic pod scaling, demonstrating step‑by‑step commands, CRD definitions, and a demo that reduces resource waste by combining scheduled scaling with cluster‑autoscaler.

CRDKubernetescloud-native

0 likes · 9 min read

Mastering Scheduled Autoscaling in Kubernetes with cronhpa-controller