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58 Tech
58 Tech
Sep 29, 2022 · Artificial Intelligence

End-to-End Speech Recognition Optimization and Deployment at 58.com

58.com’s AI Lab presents a comprehensive overview of its end‑to‑end speech recognition system, detailing data collection, semi‑supervised training, Efficient Conformer architecture, model compression, and deployment strategies that together achieve high accuracy across diverse acoustic conditions and large‑scale production workloads.

AIEfficient ConformerEnd-to-End
0 likes · 19 min read
End-to-End Speech Recognition Optimization and Deployment at 58.com
dbaplus Community
dbaplus Community
Sep 25, 2022 · Operations

How to Achieve Zero‑Downtime Application Deployments with Spring Boot and Eureka

This article explains why zero‑downtime releases are essential for modern services, defines three maturity levels, compares common release patterns, outlines the required technical components, and provides step‑by‑step Spring Boot/Eureka procedures—including configuration and graceful‑shutdown scripts—to keep applications available during deployment.

OperationsZero Downtimedeployment
0 likes · 20 min read
How to Achieve Zero‑Downtime Application Deployments with Spring Boot and Eureka
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Sep 20, 2022 · Cloud Native

Build a High‑Availability Microservices System on Kubernetes: Step‑by‑Step Guide

This comprehensive tutorial walks you through designing a simple front‑back separation microservice project, implementing it with Spring Boot, deploying it on a Kubernetes cluster using K8seasy, and adding essential features such as service registration, multi‑instance high availability, monitoring with Prometheus and Grafana, logging via Kafka, tracing with Zipkin, and flow control with Sentinel, all verified through dashboards and tracing tools.

deploymentkubernetesmicroservices
0 likes · 21 min read
Build a High‑Availability Microservices System on Kubernetes: Step‑by‑Step Guide
dbaplus Community
dbaplus Community
Aug 31, 2022 · Operations

How to Achieve Zero‑Downtime Application Deployments with Service Routing and Load Balancers

This article explains why traditional application releases cause downtime, introduces maturity levels for nonstop deployment, compares release patterns, details essential technical components such as load balancers and service registries, and provides step‑by‑step graceful‑shutdown procedures using Spring Boot Actuator and Eureka.

Load BalancerSpring BootZero Downtime
0 likes · 19 min read
How to Achieve Zero‑Downtime Application Deployments with Service Routing and Load Balancers
Su San Talks Tech
Su San Talks Tech
Aug 17, 2022 · Cloud Native

Step‑by‑Step Guide to Deploy a SpringBoot App on Kubernetes

This tutorial walks you through creating a simple SpringBoot web application, containerizing it with Docker, and deploying it to a Kubernetes cluster using Pods, Deployments, Services, and Ingress, while highlighting common pitfalls and comparing Java's resource usage to Go.

DockerSpringBootcloud-native
0 likes · 9 min read
Step‑by‑Step Guide to Deploy a SpringBoot App on Kubernetes
Top Architect
Top Architect
Aug 15, 2022 · Cloud Native

Understanding Kubernetes Architecture and Its Core Components

This article provides a comprehensive overview of Kubernetes, explaining its master‑node architecture, key components such as API Server, Scheduler, Controller, kubelet and kube‑proxy, the lifecycle of a Deployment, Pod design, Service discovery, networking models, and external access methods.

Servicecontainer orchestrationdeployment
0 likes · 9 min read
Understanding Kubernetes Architecture and Its Core Components
IT Architects Alliance
IT Architects Alliance
Aug 13, 2022 · Operations

Why ClickHouse Beats Elasticsearch: Performance, Cost, and Deployment Guide

This article compares ClickHouse and Elasticsearch, analyzes cost savings, and provides step‑by‑step deployment instructions for Zookeeper, Kafka, Filebeat, and ClickHouse clusters, including configuration details, troubleshooting tips, and practical code snippets for building a scalable analytics pipeline.

ClickHouseElasticsearchFilebeat
0 likes · 13 min read
Why ClickHouse Beats Elasticsearch: Performance, Cost, and Deployment Guide
Top Architect
Top Architect
Aug 11, 2022 · Backend Development

Microservice Architecture and Design Patterns Overview

This article introduces common microservice patterns, including decomposition strategies, Strangler, Bulkhead, Sidecar, API Gateway, Aggregator, Saga, observability, and deployment techniques, explaining their goals, benefits, challenges, and implementation considerations for building scalable, resilient backend systems.

Backend Architecturedeployment
0 likes · 19 min read
Microservice Architecture and Design Patterns Overview
IT Architects Alliance
IT Architects Alliance
Aug 9, 2022 · Cloud Native

Understanding Kubernetes Architecture: Components, Deployment Process, Pods, Networking, and Services

This article provides a comprehensive overview of Kubernetes, covering its master‑node architecture, core components such as API Server, Scheduler, and Controllers, the step‑by‑step creation of Deployments, the role of Pods, container orchestration patterns, networking fundamentals, and service discovery mechanisms for microservices.

cloud-nativecontainer orchestrationdeployment
0 likes · 11 min read
Understanding Kubernetes Architecture: Components, Deployment Process, Pods, Networking, and Services
Architect
Architect
Aug 8, 2022 · Cloud Native

Understanding Kubernetes Architecture: Components, Deployment Workflow, Pods, Services, and Networking

This article provides a comprehensive overview of Kubernetes architecture, explaining the roles of the master and node components, the deployment creation process, pod fundamentals, service discovery, networking mechanisms, and how micro‑services are orchestrated within a cloud‑native environment.

cloud-nativecontainer orchestrationdeployment
0 likes · 12 min read
Understanding Kubernetes Architecture: Components, Deployment Workflow, Pods, Services, and Networking
MaGe Linux Operations
MaGe Linux Operations
Aug 2, 2022 · Cloud Native

How Does Kubernetes Orchestrate Containers? A Deep Dive into Architecture and Workflows

This article provides a comprehensive overview of Kubernetes, covering its master‑node architecture, core components like API server, scheduler, controller, kubelet and kube‑proxy, the deployment creation process, pod fundamentals, service networking, and common patterns such as scaling, rolling updates, and ingress access.

PodServicecloud-native
0 likes · 11 min read
How Does Kubernetes Orchestrate Containers? A Deep Dive into Architecture and Workflows
Architecture Digest
Architecture Digest
Jul 27, 2022 · Databases

Comprehensive Guide to etcd: Overview, Architecture, Deployment, and Usage

This article provides a detailed introduction to etcd, covering its purpose as a highly‑available distributed key‑value store, core Raft‑based architecture, key concepts, common application scenarios, step‑by‑step installation and cluster deployment, as well as essential command‑line operations for managing data, backups, and cluster members.

Raftbackupdeployment
0 likes · 26 min read
Comprehensive Guide to etcd: Overview, Architecture, Deployment, and Usage
Java Captain
Java Captain
Jul 10, 2022 · Backend Development

Student Management System Project Overview and Deployment Guide

This article introduces a front‑back separated student management system built with Vue on the front end and SpringBoot + Mybatis on the back end, detailing its architecture, core features, deployment steps, database design, and source code download instructions.

SpringBootStudent ManagementVue
0 likes · 6 min read
Student Management System Project Overview and Deployment Guide
Software Development Quality
Software Development Quality
Jul 9, 2022 · Operations

Boost Deployment Efficiency with Structured Environment Management

This guide outlines how to classify, configure, and automate development, integration, UAT, pre‑production, and production environments, establishing principles, standards, recommended practices, common operational steps, and key metrics to improve deployment efficiency and maintain security and compliance.

Operationsautomationci/cd
0 likes · 7 min read
Boost Deployment Efficiency with Structured Environment Management
Top Architect
Top Architect
Jun 10, 2022 · Frontend Development

Front‑end Gray Release Strategies and Implementation Guide

This article explains the concept of gray (canary) releases for front‑end projects, compares several practical deployment schemes—including simple Nginx weighting, Nginx + Lua + Redis, server‑side rendering, client‑side annotation, and a full Nginx + backend + Redis + SDK solution—provides code samples, Docker‑compose instructions, and operational tips for rollout and rollback.

DockerFrontendGray Release
0 likes · 12 min read
Front‑end Gray Release Strategies and Implementation Guide
DevOps
DevOps
Jun 10, 2022 · Operations

Understanding Deployment, Release, and Continuous Deployment: Strategies, Practices, and Facebook Case Study

This comprehensive guide clarifies the differences between deployment and release, explores continuous deployment concepts, details various deployment and release strategies such as blue‑green, rolling, dark launch, canary, gray, and A/B testing, and examines supporting technologies like feature toggles and branch‑by‑abstraction, illustrated with a Facebook case study.

Canary ReleaseDevOpsdeployment
0 likes · 35 min read
Understanding Deployment, Release, and Continuous Deployment: Strategies, Practices, and Facebook Case Study
Top Architect
Top Architect
Jun 9, 2022 · Backend Development

Microservice Architecture and Design Patterns Overview

This article provides a comprehensive overview of microservice architecture, covering its core goals, design principles, various decomposition and integration patterns, database strategies, observability, resilience, deployment, and operational concerns, offering practical guidance for building scalable, maintainable services.

BackendObservabilityarchitecture
0 likes · 18 min read
Microservice Architecture and Design Patterns Overview
JD Retail Technology
JD Retail Technology
Jun 7, 2022 · Frontend Development

Building a New Product CMS with the Waterdrop Low‑Code Platform: A Best‑Practice Guide

This article details how the Waterdrop low‑code platform was used to rapidly create a new product material‑review CMS embedded in a marketing center, covering requirement analysis, custom component development, visual page building, event orchestration, API integration, permission control, and zero‑ops cloud deployment within a six‑day timeline.

CMSDrag-and-DropLow‑code
0 likes · 12 min read
Building a New Product CMS with the Waterdrop Low‑Code Platform: A Best‑Practice Guide
Tencent Cloud Developer
Tencent Cloud Developer
May 20, 2022 · Cloud Native

Serverless Full‑Stack Development: Project Management, Architecture, and Deployment Practices

The article offers a practical, step‑by‑step guide for small‑to‑medium full‑stack projects using Serverless—detailing why to choose it, preferring Tencent Cloud event functions with code deployment, adopting a lightweight custom PHP framework, organizing work by API with test‑driven development, and streamlining deployment via a one‑click GUI tool for rapid, cost‑effective iteration.

Cloud FunctionsTencent Clouddeployment
0 likes · 13 min read
Serverless Full‑Stack Development: Project Management, Architecture, and Deployment Practices
Top Architect
Top Architect
May 5, 2022 · Backend Development

Spring Boot Packaging with Maven Assembly Plugin and Shell Deployment Script

This article demonstrates how to package a Spring Boot application using Maven profiles and the assembly plugin to create a zip distribution, and provides a reusable shell script (shenniu_publish.sh) for extracting, starting, stopping, and restarting the service on Linux environments.

Assembly pluginProfilesdeployment
0 likes · 14 min read
Spring Boot Packaging with Maven Assembly Plugin and Shell Deployment Script
IT Services Circle
IT Services Circle
Apr 21, 2022 · Operations

How to Install and Deploy Wiki.js Using Docker Compose

This article introduces the open‑source Wiki.js platform, explains its features, and provides a step‑by‑step guide to install it on Linux using Docker Compose, including Docker‑compose installation, configuration files, container management, and optional HTTPS setup with Caddy.

CaddyDockerNode.js
0 likes · 7 min read
How to Install and Deploy Wiki.js Using Docker Compose
Sohu Tech Products
Sohu Tech Products
Apr 20, 2022 · Cloud Native

Graceful Shutdown and Deployment Strategies with Spring Cloud and Eureka

This article explains how to achieve graceful service shutdown and various deployment techniques such as blue‑green, rolling, and canary releases using Spring Cloud, Eureka, and related actuator endpoints, providing code examples and practical guidance for maintaining uninterrupted user experience during upgrades.

Graceful Shutdowndeploymenteureka
0 likes · 10 min read
Graceful Shutdown and Deployment Strategies with Spring Cloud and Eureka
Java High-Performance Architecture
Java High-Performance Architecture
Apr 20, 2022 · Backend Development

Master Graceful Shutdown and Deployment Strategies with Spring Cloud

This article explains how to perform graceful service shutdowns and various deployment techniques—including /shutdown, /pause, and /service‑registry endpoints, EurekaAutoServiceRegistration, blue‑green, rolling, and canary deployments—using Spring Cloud to ensure zero‑downtime upgrades and smooth traffic migration.

Blue-GreenGraceful Shutdowncanary deployment
0 likes · 10 min read
Master Graceful Shutdown and Deployment Strategies with Spring Cloud
Zhuanzhuan Tech
Zhuanzhuan Tech
Apr 13, 2022 · Operations

Implementing DNS Wildcard (Domain Wildcard) for Test Environment Management and Tag Domain Integration in the OMS Backend System

This article describes how a company replaced manual host‑file based test environment access with DNS wildcard domain resolution, detailing the evolution from fixed to dynamic environments, the configuration steps on the Zhuanzhuan DNS platform, and the resulting improvements in operational efficiency and deployment simplicity.

BackendDNSdeployment
0 likes · 7 min read
Implementing DNS Wildcard (Domain Wildcard) for Test Environment Management and Tag Domain Integration in the OMS Backend System
Programmer DD
Programmer DD
Apr 13, 2022 · Cloud Computing

How to Deploy and Use Cloudreve: An Open‑Source Multi‑Cloud File System

This article introduces Cloudreve, an open‑source public cloud file system supporting multiple storage backends, outlines its key features such as direct client uploads, Aria2 integration, WebDAV, and provides step‑by‑step deployment and build instructions for Linux and Windows environments.

Cloudrevecloud storagedeployment
0 likes · 4 min read
How to Deploy and Use Cloudreve: An Open‑Source Multi‑Cloud File System
Open Source Linux
Open Source Linux
Mar 21, 2022 · Cloud Native

Master Kubernetes: From Container Basics to Deploying a Node.js App

This tutorial walks readers through the evolution of web deployment, explains core Kubernetes concepts, and provides step‑by‑step instructions for using kubectl to create Ingress, Service, and Deployment resources that run a multi‑instance Node.js backend, culminating in a functional K8S deployment workflow.

ContainerDockerdeployment
0 likes · 18 min read
Master Kubernetes: From Container Basics to Deploying a Node.js App
Top Architect
Top Architect
Mar 12, 2022 · Backend Development

Comprehensive Guide to Kafka Architecture, Core Concepts, Deployment, and Operations

This article provides an in‑depth overview of Kafka, covering why messaging systems are needed, core concepts, cluster architecture, performance optimizations such as sequential disk writes and zero‑copy, resource planning, deployment steps, configuration details, operational tools, and advanced topics like custom partitioners and time‑wheel scheduling.

BackendDistributed SystemsMessaging
0 likes · 33 min read
Comprehensive Guide to Kafka Architecture, Core Concepts, Deployment, and Operations
Laravel Tech Community
Laravel Tech Community
Feb 28, 2022 · Backend Development

nginxWebUI: Graphical Management Tool for Nginx Configuration and Deployment

nginxWebUI is a web‑based graphical interface that simplifies configuring, managing, and deploying Nginx—including HTTP/TCP forwarding, reverse proxy, load balancing, SSL certificate automation, and multi‑server cluster support—while providing Docker images and detailed installation steps for Linux, Windows, and macOS environments.

DockerJavaLinux
0 likes · 9 min read
nginxWebUI: Graphical Management Tool for Nginx Configuration and Deployment
360 Tech Engineering
360 Tech Engineering
Feb 23, 2022 · Frontend Development

SSR Rendering Solution and Performance Optimization for the 360 Search Encyclopedia Mobile Project

This article details the motivation, technology selection, architecture design, and multi‑stage performance optimization of a server‑side rendering (SSR) solution built with Vue and Nuxt for the 360 Search Encyclopedia mobile project, covering challenges, experiments, deployment strategies, and final conclusions.

Frontend DevelopmentNuxtPerformance Optimization
0 likes · 19 min read
SSR Rendering Solution and Performance Optimization for the 360 Search Encyclopedia Mobile Project
Cyber Elephant Tech Team
Cyber Elephant Tech Team
Feb 22, 2022 · Frontend Development

Mastering Eris: The Enterprise-Grade Frontend Scaffold for Scalable Projects

Eris is an open-source, enterprise-level frontend scaffolding framework from Yidianzixun that streamlines project initialization, template management, development, building, and deployment through unified commands, supporting both React and Vue templates, customizable themes, and an interactive CLI to accelerate large-scale web application development.

CLIbuilddeployment
0 likes · 8 min read
Mastering Eris: The Enterprise-Grade Frontend Scaffold for Scalable Projects
Efficient Ops
Efficient Ops
Feb 17, 2022 · Cloud Native

Demystifying Kubernetes: Architecture, Deployments, and Service Networking

This article provides a concise overview of Kubernetes, covering its master‑node architecture, core components, deployment workflow, pod fundamentals, container orchestration patterns, scaling and rolling updates, as well as internal and external service networking mechanisms.

cloud-nativecontainer orchestrationdeployment
0 likes · 13 min read
Demystifying Kubernetes: Architecture, Deployments, and Service Networking
DaTaobao Tech
DaTaobao Tech
Feb 17, 2022 · Artificial Intelligence

Unifying Edge AI Training and Deployment: Inside MNN Workbench’s New Workflow

The article outlines how MNN Workbench, Alibaba’s open‑source edge‑AI platform, integrates professional training capabilities, cloud‑based PAI‑DLC resources, multi‑window debugging, and visual Git Flow to streamline end‑to‑end model development, deployment, and iteration for developers of varying expertise.

DebuggingEdge AIGit Flow
0 likes · 10 min read
Unifying Edge AI Training and Deployment: Inside MNN Workbench’s New Workflow
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Feb 16, 2022 · Cloud Computing

How Huawei Deploys a Cloud in One Day: Building a Digital Highway

The article explains how Huawei Cloud Stack leverages a modular, high‑cohesion low‑coupling architecture and an automated deployment platform to replicate a full‑stack cloud environment in a data center within a day, dramatically reducing construction time, labor costs, and ensuring sustainable, scalable digital transformation for enterprises.

Cloud ComputingDigital TransformationHuawei
0 likes · 12 min read
How Huawei Deploys a Cloud in One Day: Building a Digital Highway
DeWu Technology
DeWu Technology
Jan 26, 2022 · Operations

Gray Release Strategy and Architecture for Online Customer Service System

The article describes the “小得物” gray‑release environment—a single‑region, isolated production setup that adds dedicated SLBs and DLB routing, uses UID‑based user and staff segmentation via HTTP headers and message metadata, and enables daytime partial‑traffic releases for the online customer‑service system, dramatically improving stability and reducing incident rates.

Backend ArchitectureGray Releasedeployment
0 likes · 10 min read
Gray Release Strategy and Architecture for Online Customer Service System
Practical DevOps Architecture
Practical DevOps Architecture
Jan 21, 2022 · Cloud Native

Grafana Deployment and Service YAML for Kubernetes

This article provides complete Kubernetes YAML manifests for deploying Grafana as a core Deployment and exposing it via a Service in the kube-system namespace, detailing container images, resource limits, environment variables, health probes, and persistent storage configuration.

DevOpsGrafanaService
0 likes · 3 min read
Grafana Deployment and Service YAML for Kubernetes
IT Xianyu
IT Xianyu
Jan 6, 2022 · Backend Development

Spring Boot Packaging with Maven Assembly Plugin and Shell Deployment Script

This article explains how to use Maven profiles and the maven‑assembly‑plugin to create environment‑specific zip packages for a Spring Boot application and provides a reusable shell script (shenniu_publish.sh) for extracting, starting, stopping, and managing the deployed JAR on Linux.

LinuxSpring Bootdeployment
0 likes · 14 min read
Spring Boot Packaging with Maven Assembly Plugin and Shell Deployment Script
Alibaba Cloud Native
Alibaba Cloud Native
Dec 31, 2021 · Cloud Native

Deploy a Spring Boot Mall Application to Alibaba Cloud Serverless in 5 Steps

This step‑by‑step guide shows how to prepare a VM, clone the open‑source Mall project, build Docker images for its dependencies, push them to Alibaba Cloud Container Registry, configure Serverless Devs, and finally deploy both the backend and Vue‑based frontend to Alibaba Cloud Function Compute, including log inspection and verification.

Alibaba CloudDockerFunction Compute
0 likes · 13 min read
Deploy a Spring Boot Mall Application to Alibaba Cloud Serverless in 5 Steps
Top Architect
Top Architect
Dec 12, 2021 · Operations

Blue‑Green, Rolling, and Canary Deployment Strategies Explained

This article introduces three common release strategies—blue‑green deployment, rolling deployment, and canary (gray) deployment—explaining their workflows, advantages, drawbacks, and practical considerations for safely updating production systems during iterative project releases.

Blue-GreenCanaryOperations
0 likes · 10 min read
Blue‑Green, Rolling, and Canary Deployment Strategies Explained
Cloud Native Technology Community
Cloud Native Technology Community
Dec 8, 2021 · Cloud Native

Step-by-Step Guide to Build a Distributed Rook/Ceph Storage Cluster on Kubernetes

This tutorial walks you through preparing three identical VMs, installing required packages, configuring Rook and Ceph versions, deploying the storage cluster on a Kubernetes 1.20 environment, exposing the Ceph dashboard, and cleaning up the installation, complete with command examples and troubleshooting tips.

CephCloud Native StorageOperations
0 likes · 14 min read
Step-by-Step Guide to Build a Distributed Rook/Ceph Storage Cluster on Kubernetes
DevOps
DevOps
Nov 30, 2021 · Cloud Native

Understanding Serverless: Optimism Traps, Vendor Lock‑In, and Best‑Practice Design

This article examines the hidden pitfalls of technology optimism, the inevitable vendor lock‑in of serverless platforms, and how to apply timeless architectural principles—such as abstraction, service layers, and token‑based authentication—to design portable, testable, and maintainable serverless applications across Azure and AWS.

AuthenticationServerlesscloud-native
0 likes · 20 min read
Understanding Serverless: Optimism Traps, Vendor Lock‑In, and Best‑Practice Design
21CTO
21CTO
Nov 25, 2021 · Backend Development

Why Nuitka Beats PyInstaller: Faster, Smaller Python Executables

This article compares PyInstaller and Nuitka for converting Python projects into standalone executables, highlighting Nuitka's dramatically smaller file size, faster build times, and better performance while also providing step‑by‑step installation and usage instructions.

ExecutableNuitkadeployment
0 likes · 6 min read
Why Nuitka Beats PyInstaller: Faster, Smaller Python Executables
Architecture Digest
Architecture Digest
Nov 16, 2021 · Frontend Development

Deploying a React Frontend to a Private Server Using Git Hooks and Nginx

This guide explains how to efficiently deploy a React project to a private server by describing two CI/CD approaches—deploying compiled files or the source code—setting up a bare Git repository with a post‑receive hook, configuring Nginx for static serving, and pushing code from the client to trigger automatic build and deployment.

ReActci/cddeployment
0 likes · 8 min read
Deploying a React Frontend to a Private Server Using Git Hooks and Nginx
Alibaba Cloud Native
Alibaba Cloud Native
Oct 11, 2021 · Cloud Native

Step‑by‑Step Guide to Deploy Knative on Alibaba Cloud

This tutorial introduces Knative, explains its architecture and core components, and provides a detailed, image‑rich walkthrough for deploying Knative on Alibaba Cloud, testing a sample serverless application, and managing the cluster via CloudShell.

Alibaba CloudKnativeServerless
0 likes · 7 min read
Step‑by‑Step Guide to Deploy Knative on Alibaba Cloud
Ops Development Stories
Ops Development Stories
Sep 25, 2021 · Cloud Native

How to Deploy and Troubleshoot Kong & Konga on Kubernetes

This guide walks through deploying Kong and its UI Konga on Kubernetes, covering configuration of PostgreSQL, handling common initialization errors, correcting environment variables, and ensuring successful startup with detailed YAML and Docker commands.

KongKongaPostgreSQL
0 likes · 13 min read
How to Deploy and Troubleshoot Kong & Konga on Kubernetes
Top Architect
Top Architect
Sep 24, 2021 · Cloud Native

Loki Log System Overview, Architecture, and Deployment Guide

This article introduces Loki, a lightweight log aggregation system for Kubernetes, explains its background and motivations, details its simple architecture and core components (Distributor, Ingester, Querier), discusses scalability and storage options, and provides step‑by‑step deployment instructions with example YAML and shell commands.

LoggingLokiObservability
0 likes · 16 min read
Loki Log System Overview, Architecture, and Deployment Guide