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service mesh

464 articles · Page 4 of 5
AntTech
AntTech
Mar 2, 2021 · Cloud Native

Ant Service Mesh Exploration and Reflections (Part 2): Addressing R&D Efficiency Challenges

Ant Group’s Service Mesh experience reveals that while MOSN’s extensive feature integration boosts capabilities, it also introduces significant R&D efficiency challenges such as large change volumes, centralized releases, and quality assurance, prompting the development of Test Mesh, health metrics, low‑impact high‑frequency deployments, and advanced diagnostic tools.

CI/CDMOSNR&D Efficiency
0 likes · 16 min read
Ant Service Mesh Exploration and Reflections (Part 2): Addressing R&D Efficiency Challenges
AntTech
AntTech
Feb 25, 2021 · Cloud Native

Service Mesh Capability Building: Link Encryption, Adaptive Rate Limiting, Fine‑Grained Traffic Steering, and Service Self‑Healing

The article details Ant Group's large‑scale Service Mesh rollout, explaining the design, implementation, and operational impact of four core capabilities—link encryption, adaptive rate limiting, fine‑grained traffic steering, and service self‑healing—while highlighting performance considerations, deployment challenges, and the overall value of decoupling business logic from infrastructure.

Adaptive Rate LimitingLink EncryptionSelf‑Healing
0 likes · 16 min read
Service Mesh Capability Building: Link Encryption, Adaptive Rate Limiting, Fine‑Grained Traffic Steering, and Service Self‑Healing
Top Architect
Top Architect
Feb 19, 2021 · Backend Development

Microservice Architecture Evolution: From Monolith to Service Mesh and Best Practices

This article walks through the journey of transforming a simple online supermarket from a monolithic web application to a fully fledged microservice architecture, covering the motivations, common pitfalls, service decomposition, monitoring, tracing, logging, gateway, service discovery, circuit breaking, testing strategies, and the role of service mesh.

Backend ArchitectureMicroservicescircuit breaker
0 likes · 21 min read
Microservice Architecture Evolution: From Monolith to Service Mesh and Best Practices
Baidu Geek Talk
Baidu Geek Talk
Feb 8, 2021 · Cloud Native

Baidu Testing Middleware: Architecture, Design Principles, and Application Scenarios

Baidu Testing Middleware is an Envoy‑based sidecar proxy that combines a data‑plane and control‑plane to intercept, inspect, modify, and route traffic, providing recording, replay, fault injection and rate‑limiting capabilities that support functional, system, integration, sandbox and chaos testing at massive scale.

BaiduChaos EngineeringControl Plane
0 likes · 20 min read
Baidu Testing Middleware: Architecture, Design Principles, and Application Scenarios
JavaEdge
JavaEdge
Feb 2, 2021 · Cloud Native

Why Istio Is the Go-To Service Mesh for Modern Microservices

Istio is a fully open‑source service‑mesh platform that adds a transparent control plane to existing distributed applications, enabling traffic routing, access policies, telemetry, security, and observability without code changes, and it offers features such as virtual services, destination rules, gateways, sidecar configuration, fault injection, retries, timeouts, metrics, logging and distributed tracing.

IstioKubernetesTraffic Management
0 likes · 14 min read
Why Istio Is the Go-To Service Mesh for Modern Microservices
Byte Quality Assurance Team
Byte Quality Assurance Team
Jan 21, 2021 · Backend Development

Understanding Service Mesh and ByteDance's MS Service Governance Platform

This article introduces microservice architecture, outlines its challenges, explains the concept and evolution of Service Mesh—including sidecar patterns, Linkerd, and Istio—and details ByteDance's internal MS platform features such as call‑chain tracing, keyword search, monitoring, and inbound traffic control.

IstioService Governancebackend development
0 likes · 11 min read
Understanding Service Mesh and ByteDance's MS Service Governance Platform
Baidu Intelligent Testing
Baidu Intelligent Testing
Jan 20, 2021 · Operations

Baidu Test Middleware: Architecture, Design Principles, and Application Scenarios

The article introduces Baidu's self‑developed test middleware, explains its data‑plane and control‑plane architecture inspired by Istio, describes the challenges of building test environments, and details the system’s components, working modes, and diverse testing use cases such as functional, system, integration, sandbox, and chaos engineering.

Chaos EngineeringMiddlewarePerformance Testing
0 likes · 20 min read
Baidu Test Middleware: Architecture, Design Principles, and Application Scenarios
Architects' Tech Alliance
Architects' Tech Alliance
Jan 16, 2021 · Cloud Native

Understanding Cloud‑Native Architecture and Its Key Patterns

The article explains cloud‑native architecture as a set of principles and design patterns that offload non‑functional concerns to cloud services, and it details major patterns such as service‑oriented, mesh, serverless, storage‑compute separation, distributed transactions, observability, and event‑driven architectures.

Microservicescloud-nativeevent-driven
0 likes · 10 min read
Understanding Cloud‑Native Architecture and Its Key Patterns
macrozheng
macrozheng
Jan 15, 2021 · Cloud Native

From ARPANET to Service Mesh: How Network Architecture Evolved Over the Ages

This article traces the evolution of network architectures from the early ARPANET days through the rise of TCP/IP, monolithic and microservice eras, and finally to modern service mesh and sidecar patterns, highlighting key technological shifts and their impact on system design.

Network EvolutionSidecarservice mesh
0 likes · 8 min read
From ARPANET to Service Mesh: How Network Architecture Evolved Over the Ages
AntTech
AntTech
Jan 14, 2021 · Cloud Native

Large-Scale Service Mesh Deployment at Ant Group: Practices, Challenges, and Future Outlook

This article details Ant Group's two‑year journey of adopting Service Mesh at massive scale, explaining why Service Mesh is needed for microservice governance, heterogeneous system unification, and financial‑grade security, and describing the architecture, migration strategies, stability mechanisms, operational results, and future directions toward a full mesh and serverless era.

DevOpsInfrastructureMicroservices
0 likes · 17 min read
Large-Scale Service Mesh Deployment at Ant Group: Practices, Challenges, and Future Outlook
Tencent Cloud Middleware
Tencent Cloud Middleware
Jan 8, 2021 · Cloud Native

Why Centralized Architecture Evolves to Microservices: Banking Insights

This article recaps a technical conference where experts explained how traditional centralized banking systems transition to microservice architectures, compared rigid and flexible distributed transaction models, examined IBM mainframe designs, and highlighted practical considerations for service mesh and cloud‑native deployments.

IBMbanking architecturedistributed transactions
0 likes · 17 min read
Why Centralized Architecture Evolves to Microservices: Banking Insights
Top Architect
Top Architect
Dec 30, 2020 · Cloud Native

Evolution of Microservice Architecture and Essential Technology Stack

This article provides a comprehensive overview of microservice architecture evolution—from monolithic to distributed services—detailing its advantages, challenges, and the essential technology stack including service communication, API gateways, authentication, fault handling, logging, containerization, orchestration, and CI/CD practices.

CI/CDMicroservicesservice mesh
0 likes · 16 min read
Evolution of Microservice Architecture and Essential Technology Stack
Cloud Native Technology Community
Cloud Native Technology Community
Dec 25, 2020 · Cloud Native

How Istio Secures Service Mesh: Zero‑Trust, mTLS, and AAA Explained

This article examines Service Mesh security by outlining core requirements, detailing Istio’s built‑in zero‑trust mechanisms—including mutual TLS, AAA, and automatic certificate rotation—and comparing the security features of Linkerd and Alauda Service Mesh, offering practical insights for designing robust microservice protection.

Cloud NativeIstioLinkerd
0 likes · 11 min read
How Istio Secures Service Mesh: Zero‑Trust, mTLS, and AAA Explained
vivo Internet Technology
vivo Internet Technology
Dec 23, 2020 · Backend Development

Implementing Nearest Routing in Dubbo for Multi‑DataCenter Deployments

Vivo extends Dubbo with a custom NearestRouter that reads each provider’s app_loc label to preferentially route RPC calls to services in the same data‑center or city, falling back based on configurable thresholds, and plans to enhance routing with richer topology metadata, composite policies, and cloud‑native service‑mesh integration.

DubboNearest Routingbackend development
0 likes · 10 min read
Implementing Nearest Routing in Dubbo for Multi‑DataCenter Deployments
IT Architects Alliance
IT Architects Alliance
Dec 13, 2020 · Backend Development

From Monolith to Microservices: A Practical Journey Through Modern Architecture

This article chronicles the evolution of software architecture from monolithic applications to microservices, detailing each stage's advantages and drawbacks, and enumerates the essential technology stack—including service communication, API gateways, authentication, fault handling, tracing, logging, configuration, containers, orchestration, and CI/CD—that enables building scalable, resilient backend systems.

CI/CDCloud NativeMicroservices
0 likes · 16 min read
From Monolith to Microservices: A Practical Journey Through Modern Architecture
iQIYI Technical Product Team
iQIYI Technical Product Team
Dec 11, 2020 · Cloud Native

iQIYI Microservice Standard Architecture: Design Principles, Components, and Practices

iQIYI’s middleware team introduced a unified microservice standard architecture—combining a single SDK, centralized infrastructure (Nacos registry, Kong gateway, Apollo config, Prometheus‑SkyWalking monitoring, ChaosBlade), the QDAS platform, and extensible open‑source practices—to eliminate redundant builds, ensure high availability, streamline governance, and pave the way for cloud‑native service‑mesh evolution.

MiddlewareMonitoringNacos
0 likes · 17 min read
iQIYI Microservice Standard Architecture: Design Principles, Components, and Practices
Cloud Native Technology Community
Cloud Native Technology Community
Dec 8, 2020 · Cloud Native

How to Deploy JHipster Microservices with Istio Service Mesh on Kubernetes

This guide walks through preparing a Kubernetes cluster, configuring Istio with Helm, defining JHipster microservices via JDL, generating code and deployment manifests, building Docker images, and exposing monitoring tools such as Grafana, Prometheus, Jaeger, and Kiali for a complete cloud‑native service‑mesh deployment.

DevOpsIstioKubernetes
0 likes · 19 min read
How to Deploy JHipster Microservices with Istio Service Mesh on Kubernetes
Yanxuan Tech Team
Yanxuan Tech Team
Dec 8, 2020 · Cloud Native

How Yanxuan Scaled to 1,000 Services with a Cloud‑Native Platform

Facing rapid growth in 2019, Yanxuan partnered with NetEase Qingzhou to co‑build a cloud‑native platform, detailing a multi‑stage migration that standardized services, reduced code changes, enhanced high‑availability, optimized performance, and improved observability, ultimately supporting over 300 cloud‑migrated services and boosting development efficiency by more than 200%.

Cloud NativeDevOpscontainerization
0 likes · 13 min read
How Yanxuan Scaled to 1,000 Services with a Cloud‑Native Platform
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Dec 8, 2020 · Cloud Native

Cloud‑Native Evolution of NetEase Yanxuan: Practices, Phases, and Lessons Learned

Beginning in 2019, NetEase Yanxuan launched a joint cloud‑native platform with NetEase Qingzhou, standardizing immutable infrastructure, containerizing services, and adopting DevOps; the migration unfolded across four phases—foundation, framework, pipeline, and rooms—while emphasizing high‑availability, performance tuning, observability, and team empowerment, with ongoing regression‑environment expansion and hiring to support future high‑traffic demands.

DevOpsservice mesh
0 likes · 11 min read
Cloud‑Native Evolution of NetEase Yanxuan: Practices, Phases, and Lessons Learned
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 3, 2020 · Cloud Native

Why Microkernel Architecture Matters for Modern Cloud‑Native Systems

This article explains microkernel design, compares it with monolithic kernels, shows how plug‑in architecture maps to microservices, and explores service‑mesh communication patterns, performance trade‑offs, and hybrid solutions for building flexible, scalable cloud‑native applications.

Plugin architecturemicrokernelservice mesh
0 likes · 13 min read
Why Microkernel Architecture Matters for Modern Cloud‑Native Systems
Meituan Technology Team
Meituan Technology Team
Dec 3, 2020 · Cloud Native

Meituan's Practice and Challenges in Deploying Service Mesh in Private Cloud Clusters

Meituan’s rollout of a private‑cloud service mesh—built on an Envoy data plane, custom control plane, and language‑agnostic SDKs—overcame compatibility, scaling, and heterogeneity hurdles through isolation, standardized governance runtime, data sharding, and centralized health checks, now supporting hundreds of services with sub‑millisecond latency and unified multi‑language management.

Cloud NativeMeituanOCTO
0 likes · 19 min read
Meituan's Practice and Challenges in Deploying Service Mesh in Private Cloud Clusters
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Dec 2, 2020 · Industry Insights

Why Service Governance Is Critical for Large‑Scale Systems and How to Build It

Managing hundreds or thousands of tightly coupled services inevitably creates diverse operational challenges, so effective service governance—covering definition, lifecycle, versioning, registration, monitoring, ownership, testing, and security—is essential, and can be realized through a unified DevOps‑driven platform.

CMDBMicroservicesOperations
0 likes · 12 min read
Why Service Governance Is Critical for Large‑Scale Systems and How to Build It
Programmer DD
Programmer DD
Nov 28, 2020 · Cloud Native

Why API Gateways Face an Identity Crisis: Roles, Patterns & Service Mesh

API gateways serve three core roles—API management, cluster ingress control, and gateway pattern—each with distinct responsibilities, and their relationship with service meshes is explored, helping readers understand how to choose and combine these components for optimal API infrastructure across various layers.

API GatewayAPI ManagementCloud Native
0 likes · 16 min read
Why API Gateways Face an Identity Crisis: Roles, Patterns & Service Mesh
Code Ape Tech Column
Code Ape Tech Column
Nov 27, 2020 · Operations

From Monolith to Microservices: Real‑World Lessons and Practical Strategies

This article walks through the evolution of an online supermarket from a simple monolithic website to a fully split microservice architecture, highlighting the pitfalls of ad‑hoc growth, the need for service abstraction, monitoring, tracing, fault tolerance, testing, and the trade‑offs of frameworks versus service mesh.

MicroservicesMonitoringarchitecture
0 likes · 24 min read
From Monolith to Microservices: Real‑World Lessons and Practical Strategies
Pupu Technology
Pupu Technology
Nov 18, 2020 · Cloud Native

How Pupu Optimized Development and Testing Environments with Kubernetes and Service Mesh

The article details Pupu's step‑by‑step journey of tackling microservice‑driven development and testing environment pain points by introducing Kubernetes namespaces, parallel service startup, persistent storage adjustments, a custom Istio‑based service mesh, and automated configuration synchronization, ultimately cutting setup time from hours to minutes while reducing resource consumption.

DevOpsEnvironment OptimizationIstio
0 likes · 14 min read
How Pupu Optimized Development and Testing Environments with Kubernetes and Service Mesh
DevOps
DevOps
Nov 16, 2020 · Cloud Native

Key Principles and Trends in Cloud‑Native Software Architecture

This article explores cloud‑native software architecture, covering the 12‑factor app foundation, loose‑coupled design, API‑first and SOLID principles, event‑driven and service‑mesh patterns, observability, serverless runtimes, and emerging technologies such as Dapr, GraalVM and WebAssembly.

Microservicescloud-nativedapr
0 likes · 29 min read
Key Principles and Trends in Cloud‑Native Software Architecture
Laravel Tech Community
Laravel Tech Community
Nov 12, 2020 · Backend Development

Design Considerations and Best Practices for API Gateways in Microservice Architectures

The article examines the challenges of exposing numerous backend microservices to clients and proposes using an API gateway to centralize traffic, handle authentication, rate limiting, protocol conversion, service discovery, performance optimization, and operational concerns, while also discussing the shift toward decentralized service‑mesh solutions.

API GatewayMicroservicesProtocol Translation
0 likes · 15 min read
Design Considerations and Best Practices for API Gateways in Microservice Architectures
Efficient Ops
Efficient Ops
Oct 28, 2020 · Cloud Native

How Container Networking Shapes Modern Cloud‑Native Architectures

This article explains why containers and Docker are popular, outlines the network and security challenges of building container cloud platforms, compares bridge, host, container and none networking modes, reviews major CNI solutions such as Calico, Flannel, Weave and Macvlan, and discusses how service mesh complements CNI in multi‑cluster environments.

Cloud NativeContainer NetworkingDocker
0 likes · 14 min read
How Container Networking Shapes Modern Cloud‑Native Architectures
Alibaba Cloud Developer
Alibaba Cloud Developer
Oct 21, 2020 · Cloud Computing

From IaaS to PaaS: How Cloud‑Native Tech Supercharges Delivery

This article explains how Alibaba’s shift from IaaS to a PaaS‑centric, cloud‑native approach changes application architecture, introduces new protocols, and accelerates delivery through standardized contracts, service mesh, lightweight containers, and automated lifecycle management.

DevOpsIaaSPaaS
0 likes · 11 min read
From IaaS to PaaS: How Cloud‑Native Tech Supercharges Delivery
Ziru Technology
Ziru Technology
Oct 16, 2020 · Backend Development

Unlocking API Gateway Best Practices: Insights from Weibo and Ziroom

This report recaps a technical closed‑door session where experts from Weibo and Ziroom shared real‑world API gateway implementations, discussed centralized versus decentralized designs, explored the evolution of Ziroom's gateway, introduced the Gamma‑RPC framework, and debated future trends like service mesh.

API GatewayBackend ArchitectureMicroservices
0 likes · 6 min read
Unlocking API Gateway Best Practices: Insights from Weibo and Ziroom
Selected Java Interview Questions
Selected Java Interview Questions
Oct 1, 2020 · Cloud Native

A Comprehensive Guide to Microservices Architecture and Adoption

This article explains the origins, principles, advantages, disadvantages, adoption criteria, architectural stages, required infrastructure, design patterns, service splitting methods, and popular frameworks for building cloud‑native microservices, helping engineers decide when and how to transition from monoliths to microservice‑based systems.

architecturecloud-nativedistributed-systems
0 likes · 16 min read
A Comprehensive Guide to Microservices Architecture and Adoption
Top Architect
Top Architect
Sep 18, 2020 · Backend Development

Microservice Architecture Evolution: From Monolith to Service Mesh

This article walks through the evolution of an online supermarket from a simple monolithic web application to a fully decomposed microservice architecture, highlighting the challenges of scaling, the need for monitoring, tracing, service discovery, fault tolerance, and the eventual adoption of a service mesh.

MicroservicesMonitoringarchitecture
0 likes · 23 min read
Microservice Architecture Evolution: From Monolith to Service Mesh
Ctrip Technology
Ctrip Technology
Sep 17, 2020 · Backend Development

Evolution of CTrip's Microservice Framework: From Self‑Developed Service Framework to CDubbo and Service Mesh

This article details CTrip's journey from its early .Net‑based ESB architecture through a self‑developed Java microservice framework to the current CDubbo platform, covering registration, monitoring, dynamic configuration, protocol compatibility, performance gains, extensibility, and future Service Mesh integration.

Cloud NativeDubboMicroservices
0 likes · 15 min read
Evolution of CTrip's Microservice Framework: From Self‑Developed Service Framework to CDubbo and Service Mesh
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Sep 15, 2020 · Cloud Native

Challenges and Solutions for Large-Scale Service Mesh Deployment at Alibaba

Alibaba’s large‑scale Service Mesh deployment faces challenges such as smooth technology evolution, business‑technical balance, technical debt, massive sidecar operations, and scaling, which it addresses through staged architecture evolution, traffic‑transparent interception, hot upgrades, and open‑source contributions to Istio and Envoy.

Cloud NativeEnvoyIstio
0 likes · 19 min read
Challenges and Solutions for Large-Scale Service Mesh Deployment at Alibaba
Cloud Native Technology Community
Cloud Native Technology Community
Sep 10, 2020 · Cloud Native

Resolving Application Startup Failures Caused by Istio Sidecar Initialization Delays

This article analyzes why applications fail to start when the Istio sidecar proxy has not finished its xDS configuration, presents three practical solutions—including health‑check gating, pod container start order control, and Kubernetes startup dependencies—and recommends adopting design‑for‑failure principles for robust microservice deployments.

Cloud NativeIstioKubernetes
0 likes · 14 min read
Resolving Application Startup Failures Caused by Istio Sidecar Initialization Delays
Architecture Digest
Architecture Digest
Sep 2, 2020 · Backend Development

Understanding API Gateways, BFF, and Service Mesh in Microservice Architecture

The article explains microservice fundamentals, the challenges of client‑to‑service communication, and how API gateways, Backend‑for‑Frontend patterns, and Service Meshes address these issues while outlining key gateway features, popular implementations, and selection criteria for robust backend architectures.

API GatewayBFFMicroservices
0 likes · 12 min read
Understanding API Gateways, BFF, and Service Mesh in Microservice Architecture
Xueersi Online School Tech Team
Xueersi Online School Tech Team
Aug 28, 2020 · Cloud Native

Understanding Cloud Native: Service Mesh, Chaos Engineering, and User‑Space Container Networking with eBPF/XDP

This article explains the fundamentals of cloud native computing, introduces service mesh architectures such as Istio and Envoy, explores chaos engineering with Chaos Mesh, and details how eBPF/XDP‑based user‑space container networking can accelerate data‑plane performance in modern microservice environments.

Chaos EngineeringCloud NativeEnvoy
0 likes · 12 min read
Understanding Cloud Native: Service Mesh, Chaos Engineering, and User‑Space Container Networking with eBPF/XDP
NetEase Media Technology Team
NetEase Media Technology Team
Aug 13, 2020 · Cloud Native

How NetEase Media Scaled Its Infrastructure with Containerization and Service Mesh

NetEase Media transformed its infrastructure by containerizing services, establishing multiple resource pools, implementing a ServiceMesh with NSF, and isolating beta and production environments, resulting in higher CPU utilization, automated scaling, and improved stability, while sharing lessons learned and future plans.

Cloud NativeInfrastructureKubernetes
0 likes · 22 min read
How NetEase Media Scaled Its Infrastructure with Containerization and Service Mesh
21CTO
21CTO
Jul 2, 2020 · Cloud Native

When Does an API Gateway Become a Service Mesh? Exploring Their Convergence

This article examines the evolving relationship between Service Mesh and API Gateway, clarifying their original responsibilities, discussing traffic direction semantics, and detailing how sidecar integration, BFF layers, and real‑world Ant Financial practices are driving a convergence toward more decentralized, cloud‑native API management.

API GatewayBFFCloud Native
0 likes · 15 min read
When Does an API Gateway Become a Service Mesh? Exploring Their Convergence
Cloud Native Technology Community
Cloud Native Technology Community
Jul 1, 2020 · Cloud Native

Boosting Kubernetes Service Performance: Inside Tencent’s IPVS‑BPF Optimization

This article examines the limitations of traditional Kubernetes Service implementations, introduces Tencent TKE’s IPVS‑BPF mode that bypasses nf_conntrack using eBPF for SNAT, details its design and implementation steps, and presents extensive performance measurements showing significant latency and throughput improvements.

Cloud NativeIPVSKubernetes
0 likes · 12 min read
Boosting Kubernetes Service Performance: Inside Tencent’s IPVS‑BPF Optimization
Programmer DD
Programmer DD
Jun 15, 2020 · Cloud Native

Why Envoy Is the Go-To L7 Proxy for Modern Cloud‑Native Architectures

This article explains how Envoy, a lightweight high‑performance L7 proxy and communication bus, provides non‑intrusive sidecar architecture, multi‑layer networking, HTTP/2 support, dynamic configuration, gRPC and special protocol handling, and built‑in observability for cloud‑native systems.

Cloud NativeEnvoyL7 Proxy
0 likes · 5 min read
Why Envoy Is the Go-To L7 Proxy for Modern Cloud‑Native Architectures
Cloud Native Technology Community
Cloud Native Technology Community
Jun 3, 2020 · Cloud Native

10 Common Istio Pitfalls and How to Resolve Them

This article outlines ten frequent Istio exceptions—from service port naming constraints and flow‑control ordering to mTLS‑induced connection drops—explaining their root causes, diagnostic steps, and practical best‑practice solutions for reliable mesh deployments.

IstioKubernetesVirtualService
0 likes · 17 min read
10 Common Istio Pitfalls and How to Resolve Them
Cloud Native Technology Community
Cloud Native Technology Community
Jun 1, 2020 · Cloud Native

From Business Pain to a Fully Realized Cloud‑Native Architecture: A Step‑by‑Step Blueprint

This article walks through a practical, step‑by‑step transformation from a monolithic application to a cloud‑native, micro‑service architecture, covering planning, domain‑driven design, continuous integration, service registration, API gateways, databases, caching, logging, configuration management, containerization, performance monitoring, service governance, GitOps, traffic shading, service mesh, stress testing, and multi‑datacenter deployment.

CI/CDDevOpsIaC
0 likes · 58 min read
From Business Pain to a Fully Realized Cloud‑Native Architecture: A Step‑by‑Step Blueprint
Cloud Native Technology Community
Cloud Native Technology Community
May 25, 2020 · Cloud Native

Istio 1.6 Release Highlights: Simplified Installation, Enhanced Lifecycle Experience, Observability, VM Support, and Network Improvements

The Istio 1.6 release introduces a fully migrated Istiod architecture, streamlined installation and upgrade processes, expanded observability features, native support for virtual‑machine workloads via WorkloadEntry, and several network enhancements including improved secret handling and experimental Service API support.

Cloud NativeIstioKubernetes
0 likes · 5 min read
Istio 1.6 Release Highlights: Simplified Installation, Enhanced Lifecycle Experience, Observability, VM Support, and Network Improvements
Cloud Native Technology Community
Cloud Native Technology Community
May 20, 2020 · Cloud Native

Understanding Istio Sidecar Injection: The istio-sidecar-injector Component

This article explains how Istio injects sidecar containers into user‑space Pods using the istio‑sidecar‑injector component, covering automatic and manual injection methods, the underlying MutatingAdmissionWebhook configuration, the initContainer and sidecar containers added, and the associated ConfigMap and volume setups.

IstioKubernetesMutatingWebhook
0 likes · 6 min read
Understanding Istio Sidecar Injection: The istio-sidecar-injector Component
Meituan Technology Team
Meituan Technology Team
May 14, 2020 · Cloud Native

Meituan Naming Service (MNS) 2.0: Architecture Evolution and Business Enablement

Meituan’s Naming Service 2.0 replaces the ZooKeeper‑based 1.0 design with a four‑layer, AP‑oriented architecture that leverages a service‑mesh sidecar, sharded KV storage, and a control service layer, delivering eight‑fold throughput gains, sub‑second latency, zero‑downtime migration for most services, and new business capabilities such as traffic isolation, elastic scaling, and data‑driven SLA monitoring.

Cloud NativeMicroservicesdistributed systems
0 likes · 25 min read
Meituan Naming Service (MNS) 2.0: Architecture Evolution and Business Enablement
Programmer DD
Programmer DD
May 13, 2020 · Cloud Native

Mastering Envoy: A Comprehensive Guide to Architecture and Configuration

Explore the fundamentals of Envoy, the lightweight L7 proxy for modern SOA architectures, through a detailed walkthrough of its architecture, configuration structure, filter chain, and key components such as xDS, listeners, clusters, and runtime settings, illustrated with diagrams and practical examples.

Cloud NativeConfigurationEnvoy
0 likes · 7 min read
Mastering Envoy: A Comprehensive Guide to Architecture and Configuration
Cloud Native Technology Community
Cloud Native Technology Community
May 8, 2020 · Cloud Native

Istio Architecture Overview and Core Components

This article provides a detailed overview of Istio’s architecture, explaining the roles and interactions of its data plane, control plane, and core components such as Envoy sidecar, Pilot, Mixer, Citadel, Galley, sidecar‑injector, and ingress gateway within a Kubernetes‑based service mesh.

Cloud NativeIstioKubernetes
0 likes · 9 min read
Istio Architecture Overview and Core Components
Efficient Ops
Efficient Ops
May 6, 2020 · Cloud Native

How Solar Enables Seamless Blue‑Green Deployments in Cloud‑Native Microservices

This article explains how the Solar microservice framework, built on Spring Cloud, provides a fully automated, safe, and loss‑less blue‑green release system with intelligent monitoring, weight‑based traffic shifting, and namespace isolation, empowering large‑scale online education platforms to achieve rapid, reliable deployments without manual intervention.

Blue-Green DeploymentSpring Cloudcloud-native
0 likes · 22 min read
How Solar Enables Seamless Blue‑Green Deployments in Cloud‑Native Microservices
Tencent Cloud Middleware
Tencent Cloud Middleware
Apr 16, 2020 · Cloud Native

How Tencent’s TSF Mesh Overcame Real‑World Service Mesh Challenges

This article examines the evolution of Tencent's TSF Mesh Service Mesh platform, detailing its architecture, the technical hurdles faced when supporting heterogeneous environments, multi‑tenant isolation, DNS and Spring Cloud interoperability, and the solutions implemented to achieve robust, cloud‑native service governance.

Cloud NativeIstioKubernetes
0 likes · 18 min read
How Tencent’s TSF Mesh Overcame Real‑World Service Mesh Challenges
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Mar 30, 2020 · Cloud Native

Understanding Istio 1.5: Architecture, New Features, and Installation Guide

This article explains what Istio is, outlines the major updates in version 1.5—including the unified istiod control plane, WebAssembly extensibility, simplified installation, and improved observability—describes core control‑plane components, and provides step‑by‑step instructions for preparing a Kubernetes cluster and installing Istio.

Cloud NativeInstallation guideIstio
0 likes · 10 min read
Understanding Istio 1.5: Architecture, New Features, and Installation Guide
21CTO
21CTO
Mar 29, 2020 · Backend Development

When Is Microservices Worth It? A Practical Guide to Choosing the Right Architecture

This article examines the origins, principles, advantages, and drawbacks of microservice architecture, outlines when it should be adopted, describes its evolution stages, presents design patterns, service‑splitting strategies, and reviews popular frameworks and tools to help teams decide if microservices fit their system complexity and organizational capabilities.

Backend ArchitectureDockerMicroservices
0 likes · 18 min read
When Is Microservices Worth It? A Practical Guide to Choosing the Right Architecture
Architects Research Society
Architects Research Society
Mar 26, 2020 · Cloud Native

Envoy Hot Restart and Dynamic Configuration Overview

This article explains Envoy's hot‑restart capability, various dynamic configuration options—including static, SDS/EDS, CDS, RDS, and LDS—and the initialization and drain processes that enable seamless updates and graceful connection handling in cloud‑native deployments.

Cloud NativeDynamic ConfigurationEnvoy
0 likes · 10 min read
Envoy Hot Restart and Dynamic Configuration Overview
Open Source Linux
Open Source Linux
Mar 24, 2020 · Cloud Native

What Is Istio? A Beginner’s Guide to Service Mesh and Its Benefits

This article introduces Istio as an open platform for connecting, securing, controlling, and observing services, explains the fundamentals of service mesh, outlines Istio’s architecture and components, and provides practical steps for adopting Istio in a Kubernetes environment.

Cloud NativeIstioKubernetes
0 likes · 17 min read
What Is Istio? A Beginner’s Guide to Service Mesh and Its Benefits
Architects Research Society
Architects Research Society
Mar 20, 2020 · Operations

Envoy Health Checks: Active, Passive, Filters, and Connection‑Pool Interaction

Envoy provides active and passive health checks—including HTTP, L3/L4, and Redis types—configurable intervals and failure thresholds, along with a health‑check filter that can bypass, forward, or cache requests, and detailed connection‑pool handling for HTTP/1.1 and HTTP/2 to ensure reliable service routing.

Connection PoolEnvoyhealth check
0 likes · 7 min read
Envoy Health Checks: Active, Passive, Filters, and Connection‑Pool Interaction
Tencent Cloud Developer
Tencent Cloud Developer
Mar 19, 2020 · Cloud Native

Why Cloud Native Is Reshaping Enterprises: Key Takeaways from Tencent’s TVP Forum

The article summarizes insights from Tencent’s TVP closed‑door tech forum, explaining what cloud native means, its evolution, benefits such as platformization and automation, challenges in adoption, Kubernetes’s growing role in serverless, edge computing, and service mesh, and how developers and enterprises can navigate the shift.

Cloud NativeEdge computingKubernetes
0 likes · 17 min read
Why Cloud Native Is Reshaping Enterprises: Key Takeaways from Tencent’s TVP Forum
Tencent Cloud Developer
Tencent Cloud Developer
Mar 18, 2020 · Cloud Native

Cloud Native Technology Insights from Tencent Cloud TVP Technical Closed-Door Meeting

At Tencent Cloud’s closed‑door TVP meeting, experts traced cloud‑native’s evolution from monolithic to PB‑scale distributed platforms, highlighted its ecosystem of infrastructure, service‑mesh and Kubernetes‑driven scheduling, noted widespread Fortune‑100 and Tencent adoption, and stressed that successful implementation hinges more on organizational and developer mindset shifts than on technology maturity.

Cloud NativeContainer TechnologyDevOps
0 likes · 15 min read
Cloud Native Technology Insights from Tencent Cloud TVP Technical Closed-Door Meeting
Architects' Tech Alliance
Architects' Tech Alliance
Mar 3, 2020 · Cloud Native

Understanding Service Mesh: Evolution, Concepts, and Challenges

This article traces the evolution of Service Mesh from early microservice communication challenges through multiple generations of architectures, explains its role as a transparent infrastructure layer for service-to-service traffic, and discusses its benefits, language-agnostic nature, and current performance and operational trade‑offs.

Microservicesdistributed systemsnetwork proxy
0 likes · 8 min read
Understanding Service Mesh: Evolution, Concepts, and Challenges
Top Architect
Top Architect
Feb 19, 2020 · Backend Development

From Monolithic to Microservices: A Comprehensive Guide to Migration, Monitoring, and Management

This article walks through the evolution of an online supermarket from a simple monolithic website to a fully decomposed micro‑service architecture, highlighting the motivations, design decisions, common pitfalls, and the essential components such as service discovery, monitoring, tracing, circuit breaking, testing, and service mesh.

service mesh
0 likes · 21 min read
From Monolithic to Microservices: A Comprehensive Guide to Migration, Monitoring, and Management
Architects' Tech Alliance
Architects' Tech Alliance
Feb 4, 2020 · Backend Development

Microservice Architecture Evolution: From Monolith to Service Mesh

This article walks through the transformation of an online supermarket from a simple monolithic website to a fully fledged microservice architecture, highlighting the motivations, design decisions, common pitfalls, and essential components such as monitoring, tracing, logging, gateways, service discovery, circuit breaking, testing strategies, and service mesh adoption.

Fault ToleranceMicroservicesMonitoring
0 likes · 22 min read
Microservice Architecture Evolution: From Monolith to Service Mesh
Efficient Ops
Efficient Ops
Feb 3, 2020 · Information Security

Mastering Linux iptables: From Theory to Real-World Service Mesh Deployments

This article explains the fundamentals of Linux iptables—including its role with netfilter, rule ordering, tables and chains—then walks through packet‑processing flows and three practical scenarios such as Envoy traffic hijacking, massive long‑connection handling, and bastion‑host security.

LinuxMicroservicesfirewall
0 likes · 16 min read
Mastering Linux iptables: From Theory to Real-World Service Mesh Deployments
Jike Tech Team
Jike Tech Team
Jan 16, 2020 · Cloud Native

How We Built a High‑Performance OpenResty API Gateway on Kubernetes

This article details the design and implementation of a Kubernetes‑native API Gateway built with OpenResty, covering its architecture, controller logic, HTTP/gRPC load balancing, custom ingress handling, rate‑limiting, service proxying, and future plans for service‑mesh integration.

API GatewayKubernetesLoad Balancing
0 likes · 16 min read
How We Built a High‑Performance OpenResty API Gateway on Kubernetes
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 16, 2020 · Cloud Native

What Will Define Cloud Native in 2020? 7 Key Trends and Predictions

The article forecasts seven pivotal cloud‑native technology trends for 2020—including Serverless, Service Mesh, Kubernetes, edge computing, container instances, infrastructure evolution, and application development—while explaining how these shifts will reshape software lifecycles, operational efficiency, and business value.

Cloud Nativeservice mesh
0 likes · 27 min read
What Will Define Cloud Native in 2020? 7 Key Trends and Predictions
Architecture Digest
Architecture Digest
Jan 14, 2020 · Backend Development

Microservice Architecture Evolution: From Monolith to Service Mesh

This article walks through the evolution of an online supermarket from a simple monolithic website to a fully split microservice system, highlighting the motivations, architectural changes, common pitfalls, and practical solutions such as monitoring, tracing, service discovery, circuit breaking, testing, and the eventual adoption of a service mesh.

MicroservicesMonitoringarchitecture
0 likes · 22 min read
Microservice Architecture Evolution: From Monolith to Service Mesh
Top Architect
Top Architect
Jan 13, 2020 · Backend Development

Microservice Architecture Evolution: From Monolith to Service Mesh

This article walks through the complete lifecycle of a microservice migration for an online supermarket, covering initial monolithic requirements, incremental refactoring, service decomposition, monitoring, tracing, fault isolation, testing, and the eventual adoption of service mesh, while highlighting practical challenges and solutions.

service mesh
0 likes · 23 min read
Microservice Architecture Evolution: From Monolith to Service Mesh
Youzan Coder
Youzan Coder
Jan 10, 2020 · Cloud Native

How Youzan Implements Traffic Control, Gray and Blue‑Green Deployments with Istio

This article details Youzan's design and implementation of a traffic‑control system built on Istio/Envoy, describing the protocols, architecture, and concrete JSON routing rules for gray releases and blue‑green deployments, along with observability features and future multi‑service release plans.

Blue-Green DeploymentIstioKubernetes
0 likes · 22 min read
How Youzan Implements Traffic Control, Gray and Blue‑Green Deployments with Istio
Youzan Coder
Youzan Coder
Dec 18, 2019 · Cloud Native

Youzan PaaS Innovative Meetup 2nd Edition: Service Mesh Technical Practices

The second Youzan PaaS Innovative Meetup in Hangzhou gathered experts from Tencent Cloud, Youzan, and Ant Financial to share Service Mesh technical practices—including TKE Mesh architecture, multi‑language Dubbo integration, Istio‑based gray releases, and large‑scale deployment strategies—followed by discussion and networking.

Ant FinancialCloud NativeIstio
0 likes · 3 min read
Youzan PaaS Innovative Meetup 2nd Edition: Service Mesh Technical Practices
Programmer DD
Programmer DD
Dec 14, 2019 · Cloud Native

How Alibaba Scaled Service Mesh for Double‑11: Architecture, Challenges & Performance

This article details Alibaba's large‑scale Service Mesh deployment for Double‑11 core applications, covering the three‑plane architecture, key challenges such as SDK‑free mesh, complex routing, rate limiting, Envoy overhead, and the performance impact on latency, CPU and memory, while outlining future roadmap and open‑source collaboration.

AlibabaCloud NativeEnvoy
0 likes · 13 min read
How Alibaba Scaled Service Mesh for Double‑11: Architecture, Challenges & Performance
Youzan Coder
Youzan Coder
Dec 13, 2019 · Cloud Native

Youzan PaaS Innovative Meetup 2nd Edition: Service Mesh Technical Sharing

The Youzan PaaS Innovative Meetup (2nd edition) in Hangzhou gathered experts from Tencent Cloud, Youzan and Ant Financial to share Service Mesh practices—including TKE Mesh architecture, Istio evolution, Dubbo integration, gray‑green releases, and large‑scale deployment strategies—aiming to build an active local PaaS technical community.

Ant FinancialCloud NativeIstio
0 likes · 3 min read
Youzan PaaS Innovative Meetup 2nd Edition: Service Mesh Technical Sharing
Youzan Coder
Youzan Coder
Dec 12, 2019 · Mobile Development

Youzan Mobile Technology Salon: Quality and Efficiency Focus

On December 7, Youzan’s Mobile Technology Salon gathered over 100 participants and six speakers to showcase the company’s quality‑and‑efficiency initiatives, including a mobile basic guarantee system and code‑coverage‑driven testing practices, with session videos released, full PPTs available, and a follow‑up PaaS meetup announced for December 21.

PaaSQuality AssuranceSoftware testing
0 likes · 4 min read
Youzan Mobile Technology Salon: Quality and Efficiency Focus
Meituan Technology Team
Meituan Technology Team
Dec 12, 2019 · Cloud Native

How Meituan Scaled Service Governance with OCTO Mesh: Architecture & Lessons

Meituan’s OCTO Mesh transforms its massive service governance by adopting a Service Mesh architecture with sidecar proxies, a custom control plane, and meta‑server driven routing, addressing multi‑language support, middleware coupling, heterogenous integration, and scalability challenges while detailing design choices, health‑check strategies, and operational tooling.

Cloud NativeControl PlaneService Governance
0 likes · 20 min read
How Meituan Scaled Service Governance with OCTO Mesh: Architecture & Lessons
Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 28, 2019 · Cloud Native

How Alibaba Achieved 100% Cloud‑Native Migration for Double 11: Lessons and Tech Insights

Alibaba’s 2019 Double 11 campaign saw a record 54.4 k orders per second and 970 PB of data, prompting a full cloud‑native transformation that migrated 100% of core applications to the cloud using Kubernetes, containers, the Shenlong bare‑metal servers, service mesh, and OAM, delivering scalable, resilient performance.

AlibabaBare MetalDouble 11
0 likes · 10 min read
How Alibaba Achieved 100% Cloud‑Native Migration for Double 11: Lessons and Tech Insights
Alibaba Cloud Native
Alibaba Cloud Native
Nov 21, 2019 · Cloud Native

Latest Cloud Native Updates: Docker Sale, Kubernetes 1.18 Features, Top Projects

This newsletter covers Docker Enterprise’s acquisition by Mirantis, Red Hat’s open‑source registry launch, KubeCon North America details, key Kubernetes 1.17‑1.18 upstream changes such as PreSidecars, Kubectl v2, IP type split, hidden metrics, plus curated open‑source project and reading recommendations for cloud‑native practitioners.

DockerKubeConKubernetes
0 likes · 7 min read
Latest Cloud Native Updates: Docker Sale, Kubernetes 1.18 Features, Top Projects
Ctrip Technology
Ctrip Technology
Nov 21, 2019 · Cloud Native

Cloud Native Drives Digital Transformation: From Containers to Serverless, Service Mesh, and Edge Computing

This article explains how cloud‑native technologies—including containers, Kubernetes, serverless platforms, service‑mesh architectures, standardized application management, and edge computing—are reshaping digital transformation by delivering extreme elasticity, security isolation, and seamless cloud‑to‑edge integration.

Edge computingcontainer-securityserverless
0 likes · 21 min read
Cloud Native Drives Digital Transformation: From Containers to Serverless, Service Mesh, and Edge Computing
Xueersi Online School Tech Team
Xueersi Online School Tech Team
Nov 15, 2019 · Cloud Native

Understanding Service Mesh: Evolution, Architecture, and Future Challenges

This article provides a comprehensive overview of Service Mesh technology, covering its origins, the problems it solves in microservice governance, architectural patterns such as sidecar and local gateways, the evolution from early projects like Linkerd to modern solutions like Istio and Envoy, and the remaining performance, portability, and standardization challenges that shape its future.

Cloud NativeEnvoyIstio
0 likes · 34 min read
Understanding Service Mesh: Evolution, Architecture, and Future Challenges
Architecture Digest
Architecture Digest
Nov 9, 2019 · Cloud Native

Deep Practice of Service Mesh at Ant Financial: Architecture, Scale, Performance, and Recommendations

This article presents Ant Financial’s extensive Service Mesh deployment, detailing its evolution from research to a global‑scale mesh of over 100 k pods, performance measurements, optimization techniques, operational practices, migration strategies, and practical recommendations for organizations considering Service Mesh adoption.

Ant FinancialCloud NativeKubernetes
0 likes · 31 min read
Deep Practice of Service Mesh at Ant Financial: Architecture, Scale, Performance, and Recommendations
AntTech
AntTech
Nov 5, 2019 · Cloud Native

Deep Practice of Service Mesh at Ant Financial: Large‑Scale Deployment, Challenges, and Recommendations

This article presents Ant Financial's extensive Service Mesh journey, detailing its multi‑stage large‑scale rollout, performance measurements during the 618 and upcoming Double‑11 events, the technical challenges encountered, optimization techniques applied to the data‑plane and control‑plane, and practical advice for organizations considering Service Mesh adoption.

Ant FinancialLarge-Scale DeploymentMicroservices
0 likes · 31 min read
Deep Practice of Service Mesh at Ant Financial: Large‑Scale Deployment, Challenges, and Recommendations
Amap Tech
Amap Tech
Oct 31, 2019 · Backend Development

Evolution of Amap's Billion-Scale Traffic Access Layer Services

Sun Wei outlined Amap’s transformation of its traffic access layer—from handling 600,000‑plus QPS with sub‑2 ms latency through a fully asynchronous, stream‑based pipeline and reactive Vert.x/WebFlux experiments, to API aggregation, traffic tagging, and a roadmap toward distributed sidecar or SDK gateways for billion‑scale, low‑latency services.

Asynchronous ArchitectureGatewayHigh Availability
0 likes · 11 min read
Evolution of Amap's Billion-Scale Traffic Access Layer Services
macrozheng
macrozheng
Oct 31, 2019 · Backend Development

Why API Gateways Are Essential for Modern Microservices – Design, Features, and Top Choices

This article explains what an API gateway is, why it’s crucial for microservice architectures, outlines its core functions such as authentication, load balancing, traffic control, and logging, describes its typical three‑layer architecture, dives into technical principles like protocol conversion and asynchronous processing, and compares popular open‑source gateways such as Kong, Traefik, Ambassador, and Zuul.

API GatewayCloud NativeLoad Balancing
0 likes · 20 min read
Why API Gateways Are Essential for Modern Microservices – Design, Features, and Top Choices
360 Tech Engineering
360 Tech Engineering
Sep 26, 2019 · Cloud Native

Kubernetes Core Concepts, Comparison with Docker Swarm, and Practical Deployment Tips

This article introduces Kubernetes' fundamental components such as Pods, Deployments, Services, compares it with Docker Swarm, shares practical usage of the Wayne dashboard, provides deployment best‑practice notes, and presents performance test results of a self‑built cluster versus bare‑metal Java workloads.

Cloud NativeContainer OrchestrationDocker Swarm
0 likes · 12 min read
Kubernetes Core Concepts, Comparison with Docker Swarm, and Practical Deployment Tips
Java Captain
Java Captain
Sep 19, 2019 · Backend Development

A Comprehensive Overview of Microservice Architecture and Its Evolution

This article presents a detailed, step‑by‑step illustration of microservice architecture, covering its motivations, component breakdown, migration from monoliths, common pitfalls, monitoring, tracing, logging, gateway, service discovery, resilience patterns, testing strategies, frameworks, and the emerging service‑mesh approach.

Fault ToleranceMonitoringservice mesh
0 likes · 23 min read
A Comprehensive Overview of Microservice Architecture and Its Evolution