This article provides a step‑by‑step tutorial on what Grafana is, its common monitoring scenarios, how to install it on Linux, Windows, macOS or via Docker, configure data sources such as Prometheus, and create or import dashboards for system and business metric visualization.
This article explains why front‑end developers should master Nginx, covering login and interview scenarios, step‑by‑step containerized deployment with Docker, custom error pages, DNS caching issues, and practical tips to improve both production reliability and interview answers.
This article explains the history and evolution of Docker and Containerd, compares their architectures and functions, and discusses how Containerd operates independently within cloud‑native environments such as Kubernetes.
This article introduces ReadySet, an open‑source SQL caching layer for MySQL and PostgreSQL, explains its architecture and advantages, and provides step‑by‑step instructions for installing the Docker image, configuring connections, creating caches, and testing query performance to achieve millisecond‑level response times.
This tutorial explains how to set up IntelliJ IDEA and Docker for one‑click remote deployment of a SpringBoot application, comparing traditional jar deployment with the Docker‑based workflow, and walks through SSH configuration, Docker daemon basics, Dockerfile creation, and IDE deployment settings.
This article compiles the latest 2024 IT operations interview collection, offering over 400 questions—including 108 shell script, 128 Kubernetes, 51 Docker, and 88 Jenkins queries—to help professionals bridge knowledge gaps and ace promotions, job changes, and technical interviews.
To prevent service disruption caused by overly aggressive or sluggish Kubernetes liveness and readiness probes, this guide shows how to implement a custom health‑check script that periodically tests a service endpoint, exits the container on failure, and lets Kubernetes automatically restart the pod.
This guide presents ten essential Docker best practices—from choosing official images and minimizing layers to leveraging multi‑stage builds, .dockerignore, Compose, volumes, resource constraints, security, monitoring, and CI/CD automation—helping developers create efficient, secure, and maintainable containerized applications.
This guide introduces Docker’s fundamental concepts, explains its advantages and architecture, walks through installation steps, and provides a comprehensive list of common Docker commands for managing images and containers, including practical examples such as setting up SSH access within a container.
This tutorial explains how to install Docker Buildx, create and manage builders, and use QEMU emulation or Go cross‑compilation to produce multi‑platform Docker images, covering command syntax, driver options, global BuildKit variables, and how to push or load the resulting images.
This article provides an in‑depth tutorial on Apollo, Ctrip's open‑source distributed configuration center, covering its core concepts, architecture, four‑dimensional configuration model, client design, deployment, and step‑by‑step instructions for creating projects, adding configurations, testing dynamic updates, and running the service in Kubernetes with Docker.
This guide walks you through constructing a complete GitOps‑based CI/CD pipeline using GitLab, GitLab Runner on Kubernetes, Maven, SonarQube, Harbor, Argo CD, and Kustomize, covering code commit, build, test, image publishing, automated deployments, and advanced rollout strategies such as blue‑green and canary releases.
This step‑by‑step tutorial explains how to configure version control, provision an AWS EC2 instance, install Java and Jenkins, set up Docker and SonarQube, write a Jenkinsfile, and deploy the application automatically with ArgoCD on a Kubernetes cluster.
This guide walks you through planning, configuring, and deploying a production‑grade Kubernetes cluster with high performance and availability, covering host planning, HA load balancing with keepalived and HAProxy, Harbor setup, node initialization, and essential system tweaks, all illustrated with ready‑to‑run code snippets.
Docker is a lightweight container platform that uses a client, a host daemon, and a registry to build images from Dockerfiles, push them to repositories, and run isolated containers, while integrating with Docker Swarm and Kubernetes to support modern CI/CD pipelines and micro‑service architectures.
This article compares two common frontend deployment methods—direct static file upload to a web server and containerized deployment with Docker and Kubernetes—detailing their workflows, advantages, drawbacks, and practical insights from real‑world experience.
This article details a comprehensive DevSecOps pipeline that uses Jenkins for CI/CD, Dependency‑Track and DefectDojo for SBOM management, SonarQube and Trivy for static and container scanning, Docker for image builds, and ArgoCD with Kubernetes for automated deployments, illustrating each stage with full code examples.
The article demystifies Docker by explaining Linux namespaces and cgroups, shows how traditional package tools can build container‑like filesystems, critiques Docker’s security and isolation claims, and presents lightweight alternatives such as chroot, btrfs snapshots, and systemd‑nspawn.
This article explains how to configure Docker and Containerd to use domestic image‑mirror services, providing detailed commands and verification steps that dramatically reduce image‑pull latency and improve development and operations efficiency in cloud‑native environments.
This guide explains how to configure Docker and Containerd to correctly set image push and pull parameters for both HTTP and HTTPS registries, covering insecure registry settings, certificate management, host resolution, and command‑line examples using docker, ctr, crictl, and nerdctl to ensure efficient and secure container image handling.
GitLab CI/CD provides a powerful, automated workflow for building, testing, and deploying code, and this guide explains its core concepts—jobs, pipelines, stages, artifacts, dependencies, conditional execution—while offering detailed .gitlab-ci.yml examples, local debugging techniques, caching strategies, environment isolation, and security best practices.
This article provides a comprehensive guide to installing MinIO on CentOS 7, configuring it with Docker, integrating it into a Spring Boot application, and implementing file upload, download, and multipart upload features using MinIO's Java SDK, along with troubleshooting tips and code examples.
This article introduces the open‑source Stirling PDF web tool, explains its privacy‑friendly features, and provides step‑by‑step instructions for pulling the Docker image, configuring the container, and accessing the PDF processor locally.
Learn step-by-step how to prepare your Linux server, download and install Docker 20.10.24 manually, configure daemon settings, set up systemd service, start and verify the engine, and apply essential security and optimization practices for reliable production deployments.
This guide explains the concept of Linux user namespaces, how they isolate UID/GID for Docker containers, the required subuid/subgid mappings, step‑by‑step daemon configuration, verification commands, and known limitations when using user namespace isolation.
Jpom is a lightweight, low‑intrusion Java‑based tool that streamlines online building, automatic deployment, daily operations, and project monitoring, offering features like node management, SSH terminal, Docker handling, and easy installation, making it suitable for individuals and small enterprises.
This guide demonstrates how to restrict Docker container CPU usage using the modern --cpus flag, the legacy --cpu-period/--cpu-quota pair, fixed CPU assignment with --cpuset-cpus, and CPU weighting via --cpu-shares, complete with commands, observations, and practical examples.
When a VMware VM with a 200 GB system disk runs an 11 GB Docker service, it may report ‘no space left on device’ because the LVM logical volume for /var is only 1 GB, and the guide shows how to extend the relevant LVM volumes and resize the filesystems to resolve the issue.
This tutorial walks you through creating a dedicated folder, setting up environment and Docker‑Compose files, defining Laravel, MySQL, and PostgreSQL services, and launching containers so you can reliably connect to multiple databases from a Laravel application.
This guide introduces SQLite‑Web, a Python‑based web interface for SQLite, explains how to build and run its Docker image, details the command‑line options for configuring ports, hosts, authentication, and other features, and shows how to manage, query, and export SQLite databases through the browser.
This guide explains why front‑end developers need Docker, introduces core concepts, walks through installing Docker, building and running a simple container, using Docker Compose for a full‑stack React‑Node app, and shares practical configuration tips to ensure consistent, efficient development across environments.
The article examines the drawbacks of deploying MySQL in Docker containers, highlighting concerns about data security, I/O performance bottlenecks, stateful service limitations, and resource isolation challenges, while also offering mitigation strategies and scenarios where containerization can still be viable.
Learn how to set up a lightweight, container‑based CI/CD pipeline using Drone and Gogs, install both tools via Docker, configure servers and runners, write .drone.yml scripts, and automate building and deploying a SpringBoot e‑commerce project, all with minimal memory usage.
This guide explains how to download, compile, and run the PHP 8.4 alpha (8.4.0alpha1) release on Linux, Windows, and Docker, and lists the new BCMath functions, core enhancements, and bug fixes included in this pre‑GA version.
This article explains how Linux user namespaces isolate UID/GID for processes, shows how to map subordinate users via /etc/subuid and /etc/subgid, configures Docker's userns‑remap feature, verifies isolation with Docker daemon settings, and discusses known limitations.
Learn practical techniques to accelerate Docker image builds, cut down image size, and improve security by selecting lightweight base images, applying multi‑stage builds, exploiting Docker's layer cache, and consolidating RUN commands into fewer layers.
This tutorial explains MinIO's features, common application scenarios, step‑by‑step CentOS 7 Docker installation, Spring Boot configuration, utility classes for bucket management, file upload/download, presigned URLs, and provides REST endpoints for handling large file uploads in Java backend applications.
This guide walks you through deploying the ChatGLM3‑6B large language model locally, adding the M3E vector embedding model, setting up One‑API and FastGPT with Docker, configuring environments, fine‑tuning with LoRA, and testing the integrated knowledge‑base Q&A system.
This guide shows how to set up Jenkins on Windows using Docker Desktop and Docker Compose, create persistent volume directories, configure the compose file, adjust the update center to a domestic mirror, and retrieve the initial admin password.
This guide walks through installing Grafana and Prometheus with Docker, configuring node_exporter to collect system metrics, adding SpringBoot Actuator and Micrometer for application metrics, setting up Prometheus scrape jobs, and importing ready‑made Grafana dashboards to achieve real‑time monitoring and alerting.
This article explains Docker’s core isolation mechanisms, focusing on how Cgroups and PID namespaces create separate process spaces, demonstrating with Ubuntu container commands, and clarifying why each container sees its own PID 1 despite the host’s actual process IDs.
A comprehensive benchmark compares multiple PHP runtimes—including Apache, Nginx, Nginx Unit, Roadrunner, FrankenPHP, and Swoole—under identical Docker‑based test conditions using k6 load testing, revealing significant performance differences and offering practical recommendations for Symfony applications.
This tutorial walks through Docker privilege‑escalation techniques, showing how to enumerate Docker permissions, exploit docker group membership, use GTFOBins and LinPEAS, and break out of both privileged and non‑privileged containers to obtain a root shell on the host.
This article provides a comprehensive walkthrough of Single Sign‑On (SSO) concepts, common protocols, login flow diagrams, and multiple implementation options, then dives into step‑by‑step deployment of an enterprise‑grade SSO system using Keycloak with Docker or Kubernetes, including configuration, client setup, custom extensions, and practical code snippets.
The article analyzes why deploying MySQL in Docker containers can lead to data‑security, performance, state‑management and resource‑isolation problems, while also outlining scenarios where containerizing MySQL might be feasible and offering practical mitigation strategies.
This article provides a detailed tutorial on installing MinIO on CentOS 7 using Docker, configuring it, integrating with Spring Boot for multipart upload, generating presigned URLs, and includes complete Java code examples for utilities and controllers, covering use cases, deployment steps, and troubleshooting tips.
This comprehensive tutorial walks developers through preparing the operating system, disabling firewalls and SELinux, setting up users and JVM options, configuring single‑node and multi‑node Elasticsearch clusters, integrating Kibana, and deploying everything via Docker on CentOS with detailed code examples.
The article examines PHP’s rise to the 15th spot in the TIOBE June index, analyzing its deep web roots, mature frameworks, performance gains, vibrant community, and integration with modern technologies like Docker and front‑end frameworks, while also discussing future challenges such as scalability, type safety, and cloud‑native adoption.
This guide introduces Laradock, a Docker‑based PHP development environment, outlines its key features, and provides step‑by‑step commands to clone the repository, configure the .env file, and launch containers for services like NGINX, MySQL, and Redis.
Learn how to set up a simple yet powerful Java logging solution by installing Loki and Grafana via Docker, configuring Loki4j in a Spring Boot project, and visualizing logs in Grafana dashboards, with step‑by‑step instructions and essential code snippets.
This article introduces three free and user-friendly Docker visual management tools—Docker Desktop, Portainer, and Docker UI—detailing their key features such as cross‑platform support, graphical interfaces, container and image management, monitoring, and multi‑platform compatibility to help developers simplify container operations.
This guide explains how Docker containers can be gracefully stopped by handling Linux signals such as SIGTERM, details common exit codes, demonstrates a Go program that captures these signals, and provides best‑practice Dockerfile configurations to ensure proper shutdown behavior.
This article provides a comprehensive guide on building a unified log collection system using Filebeat and Graylog, covering the tools' concepts, configuration files, component functions, Docker deployment, and practical code examples for efficient log monitoring across multiple environments.
This tutorial walks through installing Go, using the Go‑Gin framework, creating a simple cron‑enabled web service, building Docker images with and without multi‑stage builds, pushing them to a registry, deploying on a server, and comparing the final image size with an equivalent Koa implementation.
When running Jenkins inside a Docker container on a VM, HTTPS requests to accounts.google.com time out due to an MTU mismatch between the host and the container, which can be resolved by adjusting the MSS via iptables or setting a lower MTU for Docker interfaces.
This article presents a comprehensive case study of a high‑traffic business middle‑platform built with SpringBoot microservices, Kong API Gateway, MyCat‑sharded MySQL, Docker containerization, Kubernetes orchestration, CI/CD pipelines, and monitoring tools, detailing design decisions, implementation tricks, and operational lessons learned.
This guide explains how to manage container image artifacts across test, pre‑release, and production stages using Alibaba Cloud's Flow pipelines, detailing two best‑practice approaches—retrieving images via Flow pipeline sources or ACR artifact sources—and an advanced workflow that adds automatic image scanning for security compliance.
This step‑by‑step tutorial explains how to configure a full CI/CD pipeline using Jenkins, Maven, Docker, SonarQube, Helm, and ArgoCD on an AWS EC2 instance with Kubernetes, covering version‑control setup, instance provisioning, credential management, pipeline scripting, and automated deployment.
This article introduces GitHub Actions as a CI/CD tool, explains how to synchronize Docker images to domestic registries, and provides step‑by‑step workflow examples and personal practice for automating image sync with YAML configuration and secret management.
This guide walks through setting up Docker on Windows, creating a Dockerfile for a SpringBoot service, using IntelliJ IDEA to build the image, testing the container locally, and finally deploying the image to a Linux server with proper volume and port mappings.
This article explains how to resolve Docker image pull failures in China by editing the daemon.json file to add accessible domestic registry mirrors, providing step‑by‑step instructions and a ready‑to‑use mirror list for developers and operators.
The article details a real‑world case study of building and operating a high‑traffic business middle‑platform for a leading consumer‑goods company, covering business and technical architecture, API gateway selection, SpringBoot microservices, custom MyBatis, logging, SSL, Docker, MyCat sharding, K8s deployment, CI/CD pipeline, and monitoring solutions.
This guide explains why Dockerhub mirrors stopped working, lists the unavailable and usable registry URLs, and shows step‑by‑step how to configure Docker with multiple mirror sources to ensure reliable image pulls.
This guide explains why accidental database deletion is a serious risk, outlines essential permission and logging measures, and provides step‑by‑step scripts and cron jobs to automatically back up MySQL databases and critical files using Docker, OpenSSL, rsync, and expect.
This tutorial explains how Docker can streamline building, testing, and deploying Go web applications, introduces the use of Semaphore for continuous deployment, and walks through creating development and production Dockerfiles, configuring CI/CD pipelines, and managing updates on the server.
This article explains why enterprises need a private Docker registry, introduces the open‑source Harbor project, outlines its architecture and hardware/software requirements, and provides detailed installation, configuration, and usage instructions—including Docker, Docker‑Compose, and Harbor setup commands—to get a secure, CNCF‑certified container image repository up and running.
This guide explains why accidental database deletion is a critical risk, outlines permission and audit measures, and provides detailed MySQL and file backup solutions—including encryption, multi‑site storage, cron scheduling, and ready‑to‑run Bash scripts—to ensure data safety and system stability.
This tutorial explains how to restrict a Docker container's CPU consumption by using the --cpus, --cpu-period/--cpu-quota, and --cpuset-cpus options, demonstrates the commands with a stress‑test image, and shows how CPU load and weight affect container performance.
This tutorial walks through using the Ruoyi project to set up a full CI/CD pipeline with Jenkins, custom Docker base images, Kubernetes deployments, and automated notifications, covering environment preparation, pipeline design, Dockerfile creation, Jenkins configuration, GitLab webhooks, and deployment verification across DEV, UAT, and PROD stages.
This article explains containerd’s role in Docker, outlines its core responsibilities and design goals, shows how to install and configure it on Ubuntu, and provides a complete Go example that pulls a Redis image, creates a container, runs and cleans up the task.
This article explains why InfluxDB stands out among time‑series databases by covering its performance, storage model, use cases, comparison with relational databases, line protocol fundamentals, Docker installation steps, and PHP client integration, providing a practical guide for developers.
This article introduces Karma, a Docker‑deployed Prometheus alert dashboard that aggregates multiple Alertmanager instances, explains its installation requirements, and details key features such as visual alert aggregation, tag‑based grouping, and silence management, positioning it as a valuable operations tool.
This tutorial walks through installing EMQX as an MQTT broker using Docker, configuring the server, and creating PHP publisher and subscriber clients with the Workerman MQTT library, plus WebSocket and MQTT.js examples for full end‑to‑end IoT communication.
This guide shows how to use free AI translation tools—Immersive Translate and OpenAI Translator—together with the Higress cloud‑native AI‑proxy plugin, configuring Docker, model mappings, and custom dictionaries to efficiently translate computer‑science textbooks like Rust and Crafting Interpreters, while comparing machine and human translations.
This tutorial walks through installing Portainer, using it to deploy a Redis master‑slave‑sentinel cluster with Docker Compose, creating a custom bridge network, testing failover, and finally integrating the sentinel setup into a Spring Boot application with Lettuce connection pooling and sample controller code.
This article provides a step‑by‑step tutorial on Apollo's configuration center, covering its core concepts, four‑dimensional model, client design, Spring Boot integration, testing of dynamic updates, and deployment via Docker and Kubernetes for cloud‑native applications.
This comprehensive guide walks you through Linux container fundamentals, Docker architecture, image lifecycle, command‑line operations, volume handling, Dockerfile creation, network configurations, registry setup, Docker‑Compose orchestration, and best practices for production‑grade container deployments.
This article walks through configuring AppVeyor to compile Windows PHP extensions, covering repository forking, token encryption, custom .appveyor.yml matrix settings, artifact packaging, GitHub deployment, and troubleshooting remote build issues, providing a practical CI/CD solution for PHP developers.
This article presents a comprehensive overview of the Berserker big‑data platform, detailing its overall design, data‑development components, key architectural challenges such as state management, release processes, two‑phase commit, RPC duplication, task routing, message handling, execution isolation, dependency model redesign, and outlines future work including stateless execution nodes, Kubernetes integration, and unified stream‑batch processing.
This article introduces Dify, an open‑source LLM application platform, outlines its core features such as workflows, model support, RAG pipelines, agents, and observability, compares it with alternatives, and provides step‑by‑step deployment instructions using Docker Compose and Helm for local and Kubernetes environments.
This guide walks you through configuring Prometheus alerting, using Alertmanager’s grouping, inhibition and silencing features, and integrating alerts with Enterprise WeChat via Docker, Docker‑Compose, and custom YAML and template files, complete with verification steps and sample CPU/memory rules.
This guide introduces DataEase, an open‑source BI platform built with SpringBoot, Apache Doris, and Kettle, walks through its architecture, provides step‑by‑step Docker‑based installation, and demonstrates how to create datasets, visualizations, and dashboards from Excel and MySQL sources.
This article introduces four leading open‑source container platforms—Docker, Podman, Containerd, and CRI‑O—detailing their core features, architecture, and use‑case advantages, helping readers understand each product’s strengths and suitability for modern cloud‑native and micro‑service deployments.
This guide walks through setting up a Docker Swarm cluster on Debian nodes, configuring networking and ports, adding manager and worker nodes, deploying Portainer for visual management in both single‑node and swarm modes, and demonstrates container deployment, load balancing, and scaling using Portainer’s UI.
This guide explains how to download a GGUF‑format Llama 3 model, create a Modelfile, use Ollama commands to build and run the model locally, test it, and interact via the built‑in REST API, including useful Docker and model‑management tips.
This article walks through setting up a cloud‑native test environment using the open‑source NextChat UI and Higress API gateway to let Qwen‑2.5 masquerade as GPT‑4o, enabling a side‑by‑side comparison of their responses while showcasing Higress’s streaming, hot‑update, and security features for AI workloads.
Learn step-by-step how to download the Kubernetes dashboard YAML, prepare offline images, modify the deployment to use a private registry, configure the API server address, create the service, verify its status, and access the dashboard via a browser, all without RBAC.
This article explains the differences between physical servers, VPS, cloud ECS, and Docker containers, discusses their advantages, cost considerations, and provides practical guidance on selecting the appropriate server solution for individuals, startups, or small businesses.
This article explains how to use Docker's image management commands—including search, pull, list, inspect, remove, prune, save, and load—to efficiently handle container images, filter results, and clean up unused resources.
This article explains Kubernetes fundamentals, the four key problems it solves, its master‑node and worker‑node architecture—including Scheduler, Controller Manager, etcd and Kubelet—and clarifies how it complements Docker for container orchestration in cloud‑native environments.
This article explains Docker’s role as a container platform, covering basic concepts like images and Dockerfiles, the architecture of Docker Engine, and how Docker Compose, Swarm, and Kubernetes extend container orchestration across multiple services and hosts.
This article provides a comprehensive overview of Docker images, covering their definition, architecture, layered storage, UnionFS mechanism, benefits such as isolation and portability, and how to pull images from Docker Hub, while also offering promotional resources for further learning.
This tutorial walks through installing Portainer, using Docker‑compose to set up a Redis master‑slave‑sentinel architecture, creating a custom bridge network, testing failover, and finally configuring a Spring Boot application to connect to the Sentinel cluster with Lettuce and connection‑pool settings.
This article explains the differences between physical servers, virtual private servers (VPS), elastic compute services (ECS), and Docker containers, discusses their advantages and limitations, and offers practical guidance on selecting the right server solution for individuals and small businesses.
This article evaluates several Linux‑based Docker base images for Python applications, outlining stability, security, library availability, and size requirements, then compares Ubuntu, CentOS, Debian, Amazon Linux 2, official Python images and Alpine in terms of image size and build time, concluding with practical recommendations.
This guide explains how to set up Graylog for centralized log aggregation using Docker Compose, configure its inputs, and integrate it with a Spring Boot project via Logback GELF appender to enable searchable, centralized logging across microservice instances.
This guide explains how to move Docker Desktop's image storage from the default C: drive to another disk on Windows by locating the data folder, exporting, unregistering, and importing the Docker‑desktop‑data WSL instance, then verifying the migration.
This step‑by‑step guide shows how to install Ollama on Apple Silicon Macs, choose between Meta Llama 3 8B or 70B models, run them via Docker‑powered OpenWebUI, and interact with the LLM through a ChatGPT‑like interface, all while keeping data private.
This article provides a comprehensive guide to Docker container management, covering how to create containers with custom commands, inspect their status and details, monitor progress and resource usage, interact with running containers, and safely start, stop, restart, or remove them using the Docker CLI.
This guide explains how to set up the open‑source LLaMA‑3 model using Ollama, pull the 8B model, configure Open‑WebUI in Docker, and interact with the model locally, including Chinese response handling and memory considerations.
