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This guide explains how to use cAdvisor‑provided container network traffic counters as custom metrics for Kubernetes HPA, covering metric collection, Prometheus‑adapter configuration, verification, and a complete HPA testing workflow for elastic scaling of non‑CPU‑intensive workloads.
This guide explains why MinIO is a high‑performance, S3‑compatible object storage solution and walks you through the prerequisites, Helm‑based installation steps on a Kubernetes cluster, verification procedures, and best‑practice tips for deploying a secure, scalable production‑grade MinIO service.
Kubernetes v1.32 introduces 44 enhancements—including DRA improvements, node and sidecar usability upgrades, new stable APIs, beta features like managed Jobs, and alpha innovations such as asynchronous preemption—while celebrating a decade of cloud‑native progress with the Penelope theme and updated Windows support.
The Kubernetes Community Day held in Jakarta on November 30, 2024 featured Alibaba Cloud experts presenting best‑practice sessions on scaling generative AI workloads, eRDMA network acceleration, container image security, and OpenTelemetry‑based observability within the ACK Kubernetes platform.
The December 11, 2024 OpenAI outage, caused by a misconfigured monitoring service that overloaded the Kubernetes control plane, led to a four‑hour service disruption and was resolved through cluster scaling, API blocking, and resource expansion, highlighting critical infrastructure risks for large‑scale cloud‑native operations.
This article explains the architecture, deployment process, and custom node configuration of dedicated Kubernetes clusters for SaaS and ToB scenarios on public cloud, highlighting differences from internal setups, networking challenges, and resource‑optimization solutions.
This article explains how Kubernetes resource requests and limits map to Linux cgroup settings via the CFS scheduler, illustrates the underlying calculations for cpu.shares and cpu.cfs_quota_us, and discusses the impact on programming languages such as Go and Java within containers.
This guide shows how to quickly set up a full GitLab instance on a Kubernetes cluster using Helm charts, covering prerequisite checks, configuration file creation, secret management, and verification steps to streamline CI/CD and team collaboration.
This article explains the fundamentals of Container Network Interface (CNI), outlines common plugin implementations, and dives deep into Alibaba Cloud's Terway solution, detailing its elastic ENI support, Vethpair and ipvlan modes, resource management, scheduling, network policy integration, and future enhancements such as eBPF.
This article explains how Kubernetes’ native scalability, resource optimization, performance tuning, portability, and fault‑tolerance features align with the demands of AI inference, helping organizations run large ML models efficiently, cost‑effectively, and reliably across diverse environments.