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service mesh

464 articles · Page 3 of 5
IT Architects Alliance
IT Architects Alliance
Jun 5, 2022 · Cloud Native

Comparing Spring Cloud, Kubernetes, and Istio: From Monolithic Applications to Service Mesh Architecture

This article examines the evolution from large monolithic applications to distributed micro‑service systems, comparing Spring Cloud with Kubernetes and Istio, discussing the role of Service Mesh, and evaluating the benefits and trade‑offs of using Spring Boot on K8s versus a full Service Mesh solution.

Cloud NativeIstioKubernetes
0 likes · 10 min read
Comparing Spring Cloud, Kubernetes, and Istio: From Monolithic Applications to Service Mesh Architecture
High Availability Architecture
High Availability Architecture
Jun 1, 2022 · Backend Development

Evolution of Bilibili’s Backend Architecture: From Monolithic Go to BFF and a Unified API Gateway

This article chronicles Bilibili’s transition from a PHP monolith to a Go‑based bilizone monolith, its subsequent decomposition into microservices, the adoption of Backend‑for‑Frontend (BFF) layers, and the eventual consolidation into a unified API gateway that streamlines routing, security, and traffic management across the platform.

API GatewayBFFBilibili
0 likes · 11 min read
Evolution of Bilibili’s Backend Architecture: From Monolithic Go to BFF and a Unified API Gateway
AntTech
AntTech
May 23, 2022 · Cloud Native

IDC Report Highlights Ant Group’s Leadership in China’s Cloud‑Native Market

IDC’s recent China Cloud‑Native Market Analysis reports that Ant Group has become one of the most comprehensive domestic cloud‑native technology providers, with widespread enterprise adoption, major investment in cluster scheduling, mixed‑deployment, and Service Mesh, and ongoing open‑source and commercial initiatives driving industry innovation.

Ant GroupIDC ReportSOFAStack
0 likes · 5 min read
IDC Report Highlights Ant Group’s Leadership in China’s Cloud‑Native Market
Alibaba Cloud Native
Alibaba Cloud Native
May 22, 2022 · Cloud Native

How Alibaba Evolved Envoy Gateway from 1.0 to 3.0: A Cloud‑Native Journey

This article chronicles Alibaba's three‑stage evolution of Envoy Gateway—from the 1.0 incubation that powered Double‑11 traffic, through the 2.0 growth phase adding north‑south routing and hybrid‑cloud support, to the mature 3.0 release that unifies traffic and micro‑service gateways with high performance and community‑driven extensions.

AlibabaCloud NativeEnvoy
0 likes · 8 min read
How Alibaba Evolved Envoy Gateway from 1.0 to 3.0: A Cloud‑Native Journey
Ops Development Stories
Ops Development Stories
May 20, 2022 · Cloud Native

How to Use Zadig’s Self‑Test Mode for Isolated Microservice Development with Istio and SkyWalking

This guide explains how to leverage Zadig v1.11.0’s environment self‑test mode to create isolated developer sub‑environments for large‑scale microservice projects, using Istio’s traffic routing and SkyWalking tracing, detailing prerequisite components, configuration of a PiggyMetrics Spring Boot example, and step‑by‑step verification via Kubernetes commands and curl requests.

IstioKubernetesMicroservices
0 likes · 11 min read
How to Use Zadig’s Self‑Test Mode for Isolated Microservice Development with Istio and SkyWalking
MaGe Linux Operations
MaGe Linux Operations
May 13, 2022 · Cloud Native

What Is Cloud Native? Exploring CNCF, Kubernetes, Docker and Modern Architecture

This article explains the concept of cloud native, its definition by the CNCF, the history of containers and Docker, the role of Kubernetes as the orchestration backbone, and related technologies such as micro‑services, service mesh, immutable infrastructure and declarative APIs, highlighting their business value and evolution.

Microservicesimmutable infrastructureservice mesh
0 likes · 20 min read
What Is Cloud Native? Exploring CNCF, Kubernetes, Docker and Modern Architecture
Tencent Cloud Developer
Tencent Cloud Developer
May 7, 2022 · Cloud Native

Fourth Techo TVP Developer Conference: Cloud Native Trends and Best Practices

The Fourth Techo TVP Developer Conference highlighted current cloud‑native adoption, FinOps cost‑optimization, distributed‑cloud strategies, and maturity models on Day 1, then showcased practical best‑practice case studies—from automotive edge computing to service‑mesh migration, hybrid‑cloud PaaS evolution, observability standards, and high‑performance API‑gateway deployments—on Day 2.

APISIXCloud NativeDevOps
0 likes · 33 min read
Fourth Techo TVP Developer Conference: Cloud Native Trends and Best Practices
dbaplus Community
dbaplus Community
Apr 27, 2022 · Backend Development

How Huolala Evolved Its Core Infrastructure from Monolith to Service Mesh

This article outlines Huolala's journey through five architectural stages—monolith, RPC, SOA, microservices, and service mesh—detailing the motivations, challenges, and technical choices such as Dubbo, Spring Cloud, and Istio that shaped its high‑availability, cloud‑native backend platform.

DubboMicroservicesService Governance
0 likes · 13 min read
How Huolala Evolved Its Core Infrastructure from Monolith to Service Mesh
Alibaba Cloud Developer
Alibaba Cloud Developer
Apr 20, 2022 · Cloud Native

What Is Proxyless Service Mesh and How Dubbo-go Implements It

This article explains the concept of Proxyless Service Mesh, compares it with traditional sidecar‑based meshes, outlines its advantages and drawbacks, and details how the Dubbo-go framework integrates with Istio to provide interface‑level service discovery, traffic management, and cloud‑native tooling.

IstioMicroservicesdubbo-go
0 likes · 12 min read
What Is Proxyless Service Mesh and How Dubbo-go Implements It
SQB Blog
SQB Blog
Apr 19, 2022 · Cloud Native

How We Built a Scalable Multi‑Lane Testing Environment with Kubernetes and Istio

To meet rapid business growth, the team at 收钱吧 evolved its testing environments through several generations—from isolated physical setups to a Kubernetes‑based multi‑lane system powered by Istio and custom operators—significantly reducing resource usage, speeding deployments, and improving scalability and flexibility.

Cloud NativeIstioKubernetes
0 likes · 12 min read
How We Built a Scalable Multi‑Lane Testing Environment with Kubernetes and Istio
Top Architect
Top Architect
Apr 10, 2022 · Backend Development

Understanding the Relationship Between Service Mesh and API Gateway

This article examines how Service Mesh and API Gateway differ in responsibilities, explores the east‑west versus north‑south traffic concepts, discusses two implementation philosophies, and traces the evolving integration of sidecars, BFF, and unified gateway solutions in modern microservice architectures.

API GatewayBFFMicroservices
0 likes · 13 min read
Understanding the Relationship Between Service Mesh and API Gateway
IT Architects Alliance
IT Architects Alliance
Apr 7, 2022 · Cloud Native

Understanding the Relationship Between Service Mesh and API Gateway

This article examines how Service Mesh and API Gateway differ in function and deployment, explores the philosophical debate over east‑west versus north‑south traffic when a gateway accesses internal services, and traces the evolving integration of sidecars, BFF layers, and cloud‑native architectures.

API GatewayBFFCloud Native
0 likes · 12 min read
Understanding the Relationship Between Service Mesh and API Gateway
DevOps
DevOps
Mar 30, 2022 · Information Security

BeyondProd: Google’s Cloud‑Native Security Model for Microservices

This whitepaper explains Google’s BeyondProd security framework, detailing how cloud‑native microservice architectures replace traditional perimeter models with zero‑trust principles, mutual authentication, service mesh, and automated tooling such as ALTS, Binary Authorization, and gVisor to protect workloads across shared infrastructure.

BorgGoogleMicroservices
0 likes · 27 min read
BeyondProd: Google’s Cloud‑Native Security Model for Microservices
Cloud Native Technology Community
Cloud Native Technology Community
Mar 29, 2022 · Cloud Native

Can eBPF Replace Netfilter? Boosting Kubernetes Network Performance

This article examines the performance limitations of Kubernetes pod, service, and network‑policy layers built on the kernel Netfilter framework, explores eBPF‑based alternatives such as tc‑ebpf and Cilium, describes a Terway‑with‑eBPF implementation, and presents benchmark results showing significant latency and scalability improvements.

Network PerformanceTerwaycni
0 likes · 13 min read
Can eBPF Replace Netfilter? Boosting Kubernetes Network Performance
MaGe Linux Operations
MaGe Linux Operations
Mar 26, 2022 · Cloud Native

What Is Cloud Native? Unpacking CNCF, Containers, Kubernetes & More

This article explains the concept of cloud native, its origins in CNCF, the evolution of containers, Docker and Kubernetes, the role of micro‑services, service mesh, immutable infrastructure and declarative APIs, and highlights the key benefits such as rapid iteration, automated deployment and independent scalability.

CNCFDockerKubernetes
0 likes · 18 min read
What Is Cloud Native? Unpacking CNCF, Containers, Kubernetes & More
dbaplus Community
dbaplus Community
Mar 24, 2022 · Cloud Native

How Zhihu Migrated 2,000+ Microservices to Istio Service Mesh

Zhihu describes its journey from a custom Kodor RPC framework to a full Istio service‑mesh deployment, detailing the background challenges, Consul‑based service discovery, migration strategy, traffic management, platform tooling, and the numerous operational pitfalls encountered along the way.

ConsulIstioMicroservices
0 likes · 22 min read
How Zhihu Migrated 2,000+ Microservices to Istio Service Mesh
Cloud Native Technology Community
Cloud Native Technology Community
Mar 22, 2022 · Cloud Native

Evaluating eBPF’s Role in Service Mesh Data Plane: Architecture Trade‑offs

This article examines how eBPF can enhance service‑mesh data planes, compares four deployment models—including sidecar, node‑shared, service‑account‑shared, and micro‑proxy architectures—and evaluates each model’s memory, isolation, security, and upgrade trade‑offs while emphasizing Envoy’s continued L7 responsibilities.

Cloud NativeData PlaneEnvoy
0 likes · 11 min read
Evaluating eBPF’s Role in Service Mesh Data Plane: Architecture Trade‑offs
Cloud Native Technology Community
Cloud Native Technology Community
Mar 2, 2022 · Backend Development

Envoy Outbound Request Flow: Listener Startup, ReusePort Configuration, and Connection Establishment

This article provides an in‑depth analysis of Envoy's outbound request processing, covering listener initialization, the use of SO_REUSEPORT for load distribution, original destination handling, and the detailed steps of connection creation and filter chaining within the Envoy proxy architecture.

C++Envoylistener
0 likes · 12 min read
Envoy Outbound Request Flow: Listener Startup, ReusePort Configuration, and Connection Establishment
Efficient Ops
Efficient Ops
Feb 14, 2022 · Cloud Native

How Merbridge Uses eBPF to Accelerate Istio Traffic: A Deep Dive

Merbridge, an open‑source project, replaces Istio’s iptables‑based traffic handling with eBPF sockops and redir, dramatically reducing kernel processing steps, improving latency and QPS, and providing seamless integration without modifying existing Istio configurations.

IstioNetwork AccelerationeBPF
0 likes · 12 min read
How Merbridge Uses eBPF to Accelerate Istio Traffic: A Deep Dive
21CTO
21CTO
Feb 9, 2022 · Operations

Why Roblox’s Three‑Day Outage Happened: Consul Streaming Bug and BoltDB Design Flaw

Roblox’s detailed post‑mortem reveals that a three‑day outage was caused by a Consul streaming bug and a design flaw in BoltDB’s freelist, which together created CPU contention and latency spikes on its massive on‑premises infrastructure, leading the team to disable streaming, add a second data‑center, and redesign their architecture.

BoltDBConsulInfrastructure
0 likes · 9 min read
Why Roblox’s Three‑Day Outage Happened: Consul Streaming Bug and BoltDB Design Flaw
Hacker Afternoon Tea
Hacker Afternoon Tea
Jan 31, 2022 · Cloud Native

Essential Linkerd CLI Commands and Flags Explained

This article provides a concise reference of the most frequently used Linkerd CLI commands and their associated flags, detailing how each command interacts with the control plane, injects proxies, and offers diagnostic and management capabilities for Kubernetes service meshes.

CLICloud NativeKubernetes
0 likes · 4 min read
Essential Linkerd CLI Commands and Flags Explained
Baidu Tech Salon
Baidu Tech Salon
Jan 27, 2022 · Cloud Native

How China Unicom’s Service Mesh Evolved: From SDKs to Sidecars and Beyond

This article details China Unicom Software Research Institute's multi‑year journey of adopting Kubernetes‑based service mesh, outlining the evolution from SDK‑driven microservices to sidecar‑based architectures, migration strategies with Baidu, performance optimizations, observability enhancements, and future product roadmaps.

Cloud NativeIstioKubernetes
0 likes · 13 min read
How China Unicom’s Service Mesh Evolved: From SDKs to Sidecars and Beyond
Architect
Architect
Jan 17, 2022 · Cloud Native

Introducing NGINX Service Mesh: Features, Architecture, and Getting Started

This article introduces NGINX Service Mesh (NSM), a lightweight, highly integrated service‑mesh solution for Kubernetes that leverages NGINX Plus as a data plane, explains its security, traffic‑management, visualization, and hybrid‑deployment capabilities, outlines its architecture and components, and provides step‑by‑step commands for installation, verification, and sidecar injection.

KubernetesNGINX Service MeshTraffic Management
0 likes · 10 min read
Introducing NGINX Service Mesh: Features, Architecture, and Getting Started
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jan 14, 2022 · Cloud Native

Service Mesh in 2021: Progress, Challenges, and Ecosystem Development

During 2021, the service‑mesh ecosystem—centered on Istio—matured with performance optimizations, protocol extensions, diverse deployment models, eBPF integration, and a growing community of tutorials, conferences, and open‑source projects, solidifying its role as essential cloud‑native networking infrastructure.

IstioeBPFperformance optimization
0 likes · 11 min read
Service Mesh in 2021: Progress, Challenges, and Ecosystem Development
macrozheng
macrozheng
Jan 13, 2022 · Backend Development

Why Rewrite Dubbo in Go? Business and Technical Reasons Behind Dubbo‑Go

This article examines the motivations for rewriting the Java‑centric Dubbo RPC framework in Go, discussing language efficiency, company‑level technology choices, the advantages of Go’s lightweight concurrency for gateways, and how Dubbo‑Go bridges Java and Go in modern microservice and service‑mesh architectures.

DubboGoRPC
0 likes · 10 min read
Why Rewrite Dubbo in Go? Business and Technical Reasons Behind Dubbo‑Go
Java High-Performance Architecture
Java High-Performance Architecture
Jan 12, 2022 · Cloud Native

Mastering Service Mesh with Istio: A Hands‑On Guide to Traffic, Security, and Observability

This tutorial explains the fundamentals of service mesh, explores Istio’s architecture and core components, and provides step‑by‑step instructions for installing Istio on Kubernetes, deploying a sample microservice application, and leveraging traffic management, mutual TLS, observability, and advanced use cases such as routing, circuit breaking, and JWT‑based access control.

IstioKubernetesTraffic Management
0 likes · 22 min read
Mastering Service Mesh with Istio: A Hands‑On Guide to Traffic, Security, and Observability
Cloud Native Technology Community
Cloud Native Technology Community
Jan 11, 2022 · Cloud Native

Service Mesh vs API Gateway: Roles, Overlaps, and Integration Strategies

This article examines the distinct responsibilities of Service Mesh and API Gateway, explores the philosophical debate over internal traffic classification, and details emerging integration patterns such as sidecar‑based gateways and BFF‑driven architectures, illustrated with real‑world examples from Ant Financial.

API GatewayBFFCloud Native
0 likes · 14 min read
Service Mesh vs API Gateway: Roles, Overlaps, and Integration Strategies
ITPUB
ITPUB
Jan 11, 2022 · Cloud Native

How Ctrip Achieved High Availability for Service Mesh Across Multiple Data Centers

Facing large‑scale production demands, Ctrip’s Cloud Container team designed a multi‑data‑center Service Mesh architecture that isolates failures, employs dual‑active IDC, multi‑cluster deployments, and optimized xDS push mechanisms, ensuring high availability, rapid fault recovery, and efficient rollout across hundreds of services.

Cloud NativeIstioKubernetes
0 likes · 18 min read
How Ctrip Achieved High Availability for Service Mesh Across Multiple Data Centers
Laravel Tech Community
Laravel Tech Community
Jan 11, 2022 · Cloud Native

Alibaba Sentinel: Open‑Source Cloud‑Native High‑Availability Protection for Distributed Services (Sentinel Go v1.0.4 Release)

The article introduces Alibaba's open‑source Sentinel, a cloud‑native high‑availability protection component for distributed microservices that offers flow control, circuit breaking, concurrency limiting and adaptive overload protection, and highlights the new Sentinel Go v1.0.4 features such as Prometheus metrics, enhanced circuit‑breaker recovery, Apollo data source, and updated Kubernetes CRD support for version 1.22+.

Cloud NativeFlow ControlGo
0 likes · 2 min read
Alibaba Sentinel: Open‑Source Cloud‑Native High‑Availability Protection for Distributed Services (Sentinel Go v1.0.4 Release)
IT Architects Alliance
IT Architects Alliance
Jan 7, 2022 · Cloud Native

Introduction to Service Mesh and Istio: Concepts, Architecture, and Practical Deployment

This tutorial explains the fundamentals of service mesh, outlines Istio’s architecture and core components, demonstrates how to install and configure Istio on Kubernetes, and showcases common use cases such as traffic management, security, observability, and alternatives, providing a comprehensive guide for modern micro‑service deployments.

IstioMicroservicesTraffic Management
0 likes · 18 min read
Introduction to Service Mesh and Istio: Concepts, Architecture, and Practical Deployment
Ctrip Technology
Ctrip Technology
Jan 6, 2022 · Cloud Native

High‑Availability Architecture and Performance Optimizations for Service Mesh at Ctrip

This article describes Ctrip's cloud‑native Service Mesh deployment, detailing its multi‑IDC high‑availability design, fault‑scenario analysis, xDS push metrics, event‑handling optimizations, cold‑start improvements, and progressive canary release strategies to ensure reliable, scalable service traffic management.

Canary ReleaseCloud NativeHigh Availability
0 likes · 16 min read
High‑Availability Architecture and Performance Optimizations for Service Mesh at Ctrip
Top Architect
Top Architect
Jan 3, 2022 · Operations

Gray Release (Canary Deployment) Design and Implementation Guide

This article explains the concept of gray release, outlines a simple architecture with essential components, describes common traffic-splitting strategies, shows how to implement control in Nginx and service layers, and discusses complex scenarios such as multi‑service and data‑centric deployments.

A/B testingBackend ArchitectureCanary Deployment
0 likes · 7 min read
Gray Release (Canary Deployment) Design and Implementation Guide
ITPUB
ITPUB
Dec 31, 2021 · Cloud Native

How We Slashed Istio xDS Latency from Minutes to Seconds at Scale

This article details the challenges Ctrip faced with Istio control‑plane performance at massive scale and explains the systematic methodology, concrete optimizations—including O(n²) to O(n) patching, Merkle‑tree based success‑rate metrics, and startup improvements—that reduced xDS push latency from minutes to seconds while enhancing reliability.

Cloud NativeIstioKubernetes
0 likes · 14 min read
How We Slashed Istio xDS Latency from Minutes to Seconds at Scale
Tencent Cloud Middleware
Tencent Cloud Middleware
Dec 28, 2021 · Cloud Native

Integrating PolarisMesh with gRPC-Go for Full-Service Governance

This guide explains how Tencent's open‑source PolarisMesh service mesh can be combined with the Go implementation of gRPC to add service discovery, health checking, dynamic routing, circuit breaking, graceful shutdown, and traffic limiting, providing step‑by‑step code examples and integration architecture.

GoPolarisMeshgRPC-Go
0 likes · 9 min read
Integrating PolarisMesh with gRPC-Go for Full-Service Governance
Hacker Afternoon Tea
Hacker Afternoon Tea
Dec 11, 2021 · Cloud Native

Understanding Linkerd Service Profiles: Spec, Routes, and Retry Budget Explained

This article details Linkerd Service Profiles—a custom Kubernetes CRD that adds routing, request matching, response classification, and retry budgeting capabilities to services—by outlining the required top‑level fields, route structure, request/response match options, status range definitions, and providing concrete YAML examples.

KubernetesLinkerdcrd
0 likes · 6 min read
Understanding Linkerd Service Profiles: Spec, Routes, and Retry Budget Explained
Alibaba Cloud Native
Alibaba Cloud Native
Dec 10, 2021 · Cloud Native

Master Dubbo Service Governance: Dynamic Routing, Config & Mocking

This guide explains how to use Dubbo's cloud‑native features—service listings, dynamic routing (conditional, tag, and mesh), runtime configuration, testing, and mock support—providing step‑by‑step examples, YAML definitions, and Maven snippets for effective service governance.

Cloud NativeDynamic RoutingMocking
0 likes · 6 min read
Master Dubbo Service Governance: Dynamic Routing, Config & Mocking
AntTech
AntTech
Dec 9, 2021 · Cloud Native

Industrial and Commercial Bank of China Service Mesh Implementation Case Study

This article presents a comprehensive case study of how Industrial and Commercial Bank of China (ICBC) adopted Service Mesh technology to modernize its micro‑service architecture, detailing the platform’s design, deployment strategies, performance optimizations, enterprise‑level governance capabilities, and future development plans.

Enterprise ArchitectureICBCMicroservices
0 likes · 15 min read
Industrial and Commercial Bank of China Service Mesh Implementation Case Study
Baidu Geek Talk
Baidu Geek Talk
Dec 8, 2021 · Cloud Native

Enterprise Kubernetes Migration Practice: Baidu Aifanfan's Journey to Cloud-Native Architecture

Baidu’s Aifanfan product migrated its entire suite to Kubernetes through a two‑phase, 11‑step process that standardized CI/CD, containerization, and traffic routing, enabling deployment of 200 + modules in under an hour, 99.99 % stability, cost‑effective operations, and laying groundwork for multi‑cluster, service‑mesh expansion.

CICDCloud NativeContainer Migration
0 likes · 12 min read
Enterprise Kubernetes Migration Practice: Baidu Aifanfan's Journey to Cloud-Native Architecture
Hacker Afternoon Tea
Hacker Afternoon Tea
Dec 8, 2021 · Cloud Native

Understanding Linkerd Service Mesh Architecture

The article explains Linkerd's architecture, detailing its control plane services, data‑plane sidecar proxies written in Rust, the proxy injector admission controller, and the init container that configures iptables for transparent TCP traffic within Kubernetes pods.

Control PlaneData PlaneInit Container
0 likes · 5 min read
Understanding Linkerd Service Mesh Architecture
MaGe Linux Operations
MaGe Linux Operations
Nov 30, 2021 · Cloud Native

Master Service Mesh with Istio: Traffic, Security, and Observability Guide

This tutorial introduces the fundamentals of service mesh, explains how Istio implements a mesh architecture, and walks through practical steps for installing Istio on Kubernetes, configuring traffic management, security, observability, and common use cases such as routing, circuit breaking, and mutual TLS.

IstioKubernetesMicroservices
0 likes · 20 min read
Master Service Mesh with Istio: Traffic, Security, and Observability Guide
Tencent Cloud Developer
Tencent Cloud Developer
Nov 22, 2021 · Cloud Native

Xiaohongshu Service Mesh Deployment and Aeraki Component Optimization

Join Xiaohongshu’s cloud‑native engineer Wang Chengcheng on November 23 for a 45‑minute talk and Q&A about the company’s Service Mesh evolution, Istio adaptation, Aeraki production optimizations, large‑scale deployment experiences, and practical strategies for deploying community Istio in production.

AerakiCloud NativeInfrastructure
0 likes · 3 min read
Xiaohongshu Service Mesh Deployment and Aeraki Component Optimization
Alibaba Cloud Developer
Alibaba Cloud Developer
Nov 16, 2021 · Cloud Native

How Microservices Evolved: From Monoliths to Cloud‑Native Architecture

This article traces the evolution of software architecture from early monolithic Web 1.0 applications through SOA and the rise of microservices, explaining how cloud‑native technologies like containers, Kubernetes, and service mesh reshape development, deployment, and traffic management while highlighting associated challenges and best practices.

KubernetesMicroservicesarchitecture
0 likes · 14 min read
How Microservices Evolved: From Monoliths to Cloud‑Native Architecture
Cloud Native Technology Community
Cloud Native Technology Community
Nov 9, 2021 · Cloud Native

Implementing Canary (Gray) Releases in Service Mesh Architecture with Kubernetes and Istio

This article explains the concept of canary (gray) releases, demonstrates how to perform rolling updates and precise traffic splitting in Kubernetes, and shows how to achieve fine‑grained canary deployments using Istio’s VirtualService and DestinationRule resources with practical YAML and kubectl examples.

Canary ReleaseCloud NativeDevOps
0 likes · 24 min read
Implementing Canary (Gray) Releases in Service Mesh Architecture with Kubernetes and Istio
Hacker Afternoon Tea
Hacker Afternoon Tea
Oct 31, 2021 · Cloud Native

Linkerd 2: Understand Service Mesh Terminology in 5 Minutes

This article explains core service‑mesh concepts—including API gateway, cluster, container, control and data planes, distributed tracing, egress, ESB, golden metrics, ingress, init containers, latency, Linkerd's architecture, load balancing, mTLS, multi‑cluster support, observability, reliability, sidecar proxies, and success rate—providing a concise reference for developers working with Kubernetes‑based meshes.

Cloud NativeKubernetesLinkerd
0 likes · 12 min read
Linkerd 2: Understand Service Mesh Terminology in 5 Minutes
Open Source Linux
Open Source Linux
Oct 26, 2021 · Cloud Native

How Modern Distributed Apps Evolve on Kubernetes: From Monoliths to Serverless

This article explores the evolution of modern distributed applications, outlining the core primitives required for lifecycle, networking, resource binding, and state management, and examines how Kubernetes, microservices, service meshes, Knative, Dapr, and emerging trends reshape cloud‑native architectures.

Cloud NativeKnativeKubernetes
0 likes · 30 min read
How Modern Distributed Apps Evolve on Kubernetes: From Monoliths to Serverless
Alibaba Terminal Technology
Alibaba Terminal Technology
Oct 25, 2021 · Cloud Native

How Alibaba’s AServer Gateway Evolved to a Cloud‑Native Architecture

Alibaba’s AServer access gateway, handling billions of users and millions of QPS, transitioned from a monolithic tengine‑based system to a cloud‑native, containerized architecture with Kubernetes, Pilot, and Envoy, improving operational complexity, dynamic routing, traffic isolation, and scalability for massive e‑commerce traffic.

Cloud NativeGatewayKubernetes
0 likes · 17 min read
How Alibaba’s AServer Gateway Evolved to a Cloud‑Native Architecture
DeWu Technology
DeWu Technology
Oct 22, 2021 · Cloud Native

Understanding K8s Native Traffic, Istio Service Mesh, and Dubbo-go Integration

The DeWu community runs all Go services in Kubernetes, using CoreDNS/Etcd for native discovery, Istio’s Envoy sidecar for L4/L7 load-balancing and gRPC support, and a Dubbo-go refactor that switches to Nacos-based IP publish-subscribe, all unified under a dual-gateway (Java JWT gateway and Istio Ingress) architecture.

Cloud NativeIstioKubernetes
0 likes · 6 min read
Understanding K8s Native Traffic, Istio Service Mesh, and Dubbo-go Integration
MaGe Linux Operations
MaGe Linux Operations
Oct 4, 2021 · Cloud Native

Which Service Mesh Fits Your Enterprise? A Guide to 9 Popular Options

This article compares nine widely used open‑source service‑mesh frameworks, explains their core features and typical use cases, and provides practical criteria to help DevOps teams select the most suitable mesh for their micro‑service deployments on Kubernetes or other platforms.

Cloud NativeIstioKubernetes
0 likes · 14 min read
Which Service Mesh Fits Your Enterprise? A Guide to 9 Popular Options
Java Architect Essentials
Java Architect Essentials
Sep 29, 2021 · Cloud Native

A Comprehensive Guide to Microservice Architecture and Implementation

This article provides an in‑depth overview of microservice concepts, motivations, architectural principles, design patterns, service splitting strategies, essential infrastructure, popular frameworks such as Spring Boot, Spring Cloud, Dubbo, and Service Mesh, and practical recommendations for adopting microservices in real‑world projects.

architecturedistributed-systemsservice mesh
0 likes · 18 min read
A Comprehensive Guide to Microservice Architecture and Implementation
DataFunTalk
DataFunTalk
Sep 26, 2021 · Backend Development

DataVisor Risk‑Control Architecture and the Application of OpenResty

This article explains DataVisor's risk‑control system architecture, outlines the business challenges such as complex logic, massive data, high QPS and low latency, and demonstrates how OpenResty (Nginx + Lua) is used for high‑performance gateways, micro‑service style calls, hot‑loaded scripts, automatic circuit‑breakers, and progressive architectural evolution toward service‑mesh designs.

Backend ArchitectureMicroservicesOpenResty
0 likes · 9 min read
DataVisor Risk‑Control Architecture and the Application of OpenResty
Alibaba Cloud Native
Alibaba Cloud Native
Sep 23, 2021 · Cloud Native

Why Dubbo 3.0 Became Alibaba’s Unified Cloud‑Native Service Framework

The article explains how Alibaba merged its proprietary HSF framework with the open‑source Dubbo, outlines the technical challenges of cloud‑native migration, describes Dubbo 3.0’s new features such as the Triple protocol and Service Mesh integration, and shares a large‑scale production case from DingTalk.

AlibabaCloud NativeHSF
0 likes · 19 min read
Why Dubbo 3.0 Became Alibaba’s Unified Cloud‑Native Service Framework
Tencent Cloud Middleware
Tencent Cloud Middleware
Sep 8, 2021 · Cloud Native

How Polaris Mesh Redefines Service Discovery and Governance for Cloud‑Native Apps

Tencent Cloud announced the open‑source release of Polaris Mesh, a high‑performance service‑mesh platform that unifies service discovery, traffic routing, fault tolerance, access control, and mesh capabilities, offering a scalable solution for enterprises transitioning to micro‑service architectures.

Polaris Meshservice discoveryservice mesh
0 likes · 13 min read
How Polaris Mesh Redefines Service Discovery and Governance for Cloud‑Native Apps
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Sep 5, 2021 · Cloud Native

From Rookie to Cloud‑Native Architect: Building an Enterprise Kubernetes Cluster

Over the past year, the author chronicles a hands‑on journey from a fresh graduate to a cloud‑native specialist, detailing the design and implementation of an enterprise‑grade Kubernetes architecture—including multi‑cluster logging, CI/CD pipelines, Istio service mesh, monitoring, and private‑deployment strategies—while sharing practical lessons learned.

CI/CDCloud NativeKubernetes
0 likes · 13 min read
From Rookie to Cloud‑Native Architect: Building an Enterprise Kubernetes Cluster
Baidu Intelligent Testing
Baidu Intelligent Testing
Aug 31, 2021 · Cloud Native

Baidu's Internal Service Mesh Practice: Architecture, Challenges, and Optimizations

This article details Baidu's internal adoption of a service mesh built on Istio and Envoy, covering the motivations, architectural design, low‑invasion integration methods, extreme performance tuning, stability and traffic governance capabilities, surrounding ecosystem tools, and the resulting operational benefits.

EnvoyIstioTraffic Management
0 likes · 17 min read
Baidu's Internal Service Mesh Practice: Architecture, Challenges, and Optimizations
Qingyun Technology Community
Qingyun Technology Community
Aug 16, 2021 · Cloud Native

How Qunar Mastered Cloud‑Native Containerization: Lessons, Challenges, and Solutions

This article chronicles Qunar's multi‑year journey to adopt cloud‑native containerization, detailing the timeline, architectural redesign, CI/CD overhaul, middleware adaptations, migration strategies, encountered issues, and future plans for stability, resource efficiency, and service‑mesh implementation.

cloud-nativecontainerizationservice mesh
0 likes · 15 min read
How Qunar Mastered Cloud‑Native Containerization: Lessons, Challenges, and Solutions
dbaplus Community
dbaplus Community
Aug 14, 2021 · Cloud Native

Why Cloud Native Matters: Definitions, Technologies, and Implementation Roadmap

This article explains the origins, definitions from Pivotal and CNCF, core cloud‑native technologies such as containers, microservices, service mesh, immutable infrastructure and declarative APIs, the significance of cloud native, the current ecosystem, and a step‑by‑step implementation path for enterprises.

CNCFDeclarative APIMicroservices
0 likes · 20 min read
Why Cloud Native Matters: Definitions, Technologies, and Implementation Roadmap
Top Architect
Top Architect
Aug 9, 2021 · Cloud Native

Evolution of Architecture: From Monolith to Service Mesh and Comparison of Spring Cloud vs Dubbo

This article traces the evolution of software architecture from monolithic applications through vertical, distributed, and microservice stages to service mesh, compares SOA with microservices, contrasts Spring Cloud and Dubbo, examines their overlap with Kubernetes, and outlines the benefits and challenges of adopting a service mesh like Istio.

DubboIstioKubernetes
0 likes · 13 min read
Evolution of Architecture: From Monolith to Service Mesh and Comparison of Spring Cloud vs Dubbo
IT Architects Alliance
IT Architects Alliance
Aug 1, 2021 · Cloud Native

Understanding Microservices, Service Mesh, and Modern Backend Frameworks

This article explains the concept of microservices, compares them with traditional monolithic web applications, outlines their advantages and challenges, and introduces first‑generation frameworks like Spring Cloud and Dubbo as well as next‑generation service‑mesh solutions such as Linkerd, Envoy, Istio, and Conduit, especially in Kubernetes environments.

Cloud NativeKubernetesLinkerd
0 likes · 20 min read
Understanding Microservices, Service Mesh, and Modern Backend Frameworks
Yuanfudao Tech
Yuanfudao Tech
Jul 30, 2021 · Cloud Native

Virtual Environment for Isolated Branch Testing in Service Mesh

The article describes a virtual environment solution that uses traffic coloring and routing to enable independent branch testing for micro‑services, improving development efficiency, reducing test costs, and supporting HTTP, RPC, and MQ protocols within a cloud‑native infrastructure.

Cloud Nativeservice meshtraffic routing
0 likes · 15 min read
Virtual Environment for Isolated Branch Testing in Service Mesh
Youzan Coder
Youzan Coder
Jul 26, 2021 · Cloud Native

Evolution of Service Registration and Discovery Architecture at Youzan

Youzan’s service registration and discovery architecture progressed from fine‑grained interface‑level registration on Etcd, through an intermediate application‑level discovery layer using Istio Pilot and the Tether sidecar, to a fully application‑level, sidecar‑driven model with CRD metadata, enabling scalable, cloud‑native multi‑region service mesh.

Cloud NativeDubboIstio
0 likes · 19 min read
Evolution of Service Registration and Discovery Architecture at Youzan
IT Architects Alliance
IT Architects Alliance
Jul 25, 2021 · Backend Development

Evolution of Microservice Architecture and Its Essential Technology Stack

This article traces the historical development of microservice architecture from monolithic to distributed services, outlines its advantages and drawbacks, and presents a comprehensive technology stack—including service communication, API gateways, authentication, fault tolerance, logging, configuration, containerization, orchestration, and CI/CD—to guide practitioners in building robust, scalable backend systems.

Cloud NativeMicroservicesarchitecture
0 likes · 16 min read
Evolution of Microservice Architecture and Its Essential Technology Stack
MaGe Linux Operations
MaGe Linux Operations
Jul 25, 2021 · Backend Development

From Monolith to Microservices: A Comprehensive Journey and Essential Tech Stack

This article traces the evolution of software architecture from monolithic applications through vertical splitting and distributed services to modern microservice architectures, examines their advantages and drawbacks, and outlines a comprehensive technology stack—including service discovery, API gateways, authentication, logging, containerization, orchestration, and CI/CD tools—essential for building scalable, resilient systems.

CI/CDMicroservicesservice mesh
0 likes · 18 min read
From Monolith to Microservices: A Comprehensive Journey and Essential Tech Stack
Alibaba Cloud Native
Alibaba Cloud Native
Jul 16, 2021 · Cloud Native

What Is Cloud Native? Exploring Its Evolving Vision and Practices

This article explains that cloud native is not a fixed definition but an evolving vision and set of best‑practice methods—such as immutable infrastructure, automation, sidecar architecture, and Kubernetes—that enable software to be born, grow, and operate efficiently in the cloud while reducing cost and complexity.

Kubernetescontainersimmutable infrastructure
0 likes · 22 min read
What Is Cloud Native? Exploring Its Evolving Vision and Practices
Tencent Cloud Developer
Tencent Cloud Developer
Jun 28, 2021 · Cloud Native

Effective Service Governance for Serverless: Challenges and Solutions

Effective serverless governance requires comprehensive observability, traffic management, and service registration built on Kubernetes, using either a mesh sidecar with Istio or an embedded SDK, to simplify complex operational tasks such as discovery, fault tolerance, gray releases, and metric correlation for large‑scale function deployments.

Cloud NativeOperationsService Governance
0 likes · 17 min read
Effective Service Governance for Serverless: Challenges and Solutions
IT Architects Alliance
IT Architects Alliance
Jun 27, 2021 · Cloud Native

From Monolith to Microservices: A Complete Evolution Guide

This article traces the evolution of software architecture from monolithic applications through vertical splitting, distributed services, and SOA to modern microservices, and then details the essential technology stack—including service communication, API gateways, authentication, fault tolerance, logging, configuration, containers, orchestration, and CI/CD—required to build scalable, resilient cloud‑native systems.

CI/CDCloud NativeKubernetes
0 likes · 19 min read
From Monolith to Microservices: A Complete Evolution Guide
Top Architect
Top Architect
Jun 23, 2021 · Cloud Native

Understanding API Gateways: Management, Ingress, Patterns, and Service Mesh Integration

This article explains the evolving role of API gateways by defining APIs, describing API management, cluster ingress gateways, and the API gateway pattern, and finally discussing how these concepts intersect with service mesh technologies to help architects choose the right solution for their cloud‑native environments.

API GatewayAPI ManagementCloud Native
0 likes · 12 min read
Understanding API Gateways: Management, Ingress, Patterns, and Service Mesh Integration
TAL Education Technology
TAL Education Technology
Jun 17, 2021 · Cloud Native

Introduction to Service Mesh Solutions and Their Implementation in Our Platform

This article explains the evolution from monolithic to microservice architectures, the challenges of service governance, the concept and benefits of service mesh, and details the practical adoption of Istio‑based service mesh—including traffic ingress, smooth migration, downgrade strategies, and future enhancements—within the platform.

Cloud NativeIstioKubernetes
0 likes · 15 min read
Introduction to Service Mesh Solutions and Their Implementation in Our Platform
Baidu Geek Talk
Baidu Geek Talk
Jun 15, 2021 · Industry Insights

What Baidu Unveiled at QCon 2021: Key Takeaways from 7 Cutting‑Edge Sessions

This article compiles Baidu experts' presentations at QCon 2021, covering unified quality‑efficiency delivery for feed recommendation, software engineering capabilities, AIOps fault‑management practices, Apache Doris real‑time analytics, large‑scale Service Mesh deployment, massive service‑governance techniques, and deep‑learning platform innovations, with speaker details and audience benefits.

AIAIOpsBaidu
0 likes · 12 min read
What Baidu Unveiled at QCon 2021: Key Takeaways from 7 Cutting‑Edge Sessions
21CTO
21CTO
Jun 9, 2021 · Cloud Native

Baidu’s Low‑Intrusion, High‑Performance Service Mesh: Architecture & Lessons

This article details Baidu’s internal service‑mesh deployment, explaining why traditional RPC‑based governance fell short, how a sidecar‑based mesh decouples governance from frameworks, and the technical challenges and solutions for low‑intrusion, high‑performance, fault‑tolerant traffic management across tens of thousands of microservices.

Cloud NativeFault ToleranceMicroservices
0 likes · 18 min read
Baidu’s Low‑Intrusion, High‑Performance Service Mesh: Architecture & Lessons
Baidu Geek Talk
Baidu Geek Talk
Jun 9, 2021 · Cloud Native

Baidu's Internal Service Mesh Practice: Architecture, Challenges, and Performance Optimizations

Baidu created an internally‑built, Istio‑based service mesh that decouples governance from language‑specific RPCs, offering low‑intrusion integration, ultra‑low latency via a brpc coroutine data plane, advanced fault‑tolerance and fine‑grained traffic scheduling, and now powers over 80 % of its core microservices handling more than a trillion daily requests.

EnvoyFault ToleranceIstio
0 likes · 17 min read
Baidu's Internal Service Mesh Practice: Architecture, Challenges, and Performance Optimizations
Selected Java Interview Questions
Selected Java Interview Questions
Jun 5, 2021 · Cloud Native

A Comprehensive Guide to Microservices Architecture, Practices, and Frameworks

This article provides an in‑depth overview of microservices, covering its origins, core principles, advantages and drawbacks, adoption criteria, architectural stages, prerequisite infrastructure, design patterns, service decomposition strategies, and a comparison of popular frameworks such as Spring Cloud, Dubbo, Service Mesh, and related tooling.

Backend ArchitectureMicroservicesservice mesh
0 likes · 20 min read
A Comprehensive Guide to Microservices Architecture, Practices, and Frameworks
Baidu Geek Talk
Baidu Geek Talk
May 31, 2021 · Cloud Native

Adoption of Service Mesh (Istio) at Baidu iFanFan: Challenges, Migration Strategy, and Benefits

Baidu iFanFan migrated all its Java‑based services to a native Kubernetes + Istio service mesh within three months, replacing fragmented, manual governance with automated rate‑limiting, canary releases, chaos testing and observability, which cut governance cycles from months to minutes, reduced CI time by ~20 % and dramatically improved system stability and multi‑cloud readiness.

Cloud NativeIstioKubernetes
0 likes · 21 min read
Adoption of Service Mesh (Istio) at Baidu iFanFan: Challenges, Migration Strategy, and Benefits
Volcano Engine Developer Services
Volcano Engine Developer Services
May 27, 2021 · Cloud Native

How Service Mesh Powers TikTok’s Spring Festival Red Packet Traffic Surge

This article, based on a Volcano Engine developer community meetup, explains how a self‑developed Service Mesh provides unified traffic management for TikTok’s massive Spring Festival Red Packet event, covering architecture, stability, security, and efficiency strategies across multi‑language microservices in complex environments.

Cloud NativeMicroservicesTraffic Management
0 likes · 19 min read
How Service Mesh Powers TikTok’s Spring Festival Red Packet Traffic Surge
MaGe Linux Operations
MaGe Linux Operations
May 26, 2021 · Cloud Native

Unlock Cloud Native Mastery: Free 14‑Chapter Handbook from Alibaba Cloud

This article explains the evolution of cloud native practices—from Docker containerization and Kubernetes orchestration to service mesh technologies—highlights Alibaba Cloud's strategic commitment, and introduces a comprehensive 14‑chapter handbook that guides readers through core Kubernetes concepts, configuration management, and networking strategies.

Alibaba CloudCloud NativeKubernetes
0 likes · 4 min read
Unlock Cloud Native Mastery: Free 14‑Chapter Handbook from Alibaba Cloud
Baidu Geek Talk
Baidu Geek Talk
May 26, 2021 · Operations

How Baidu Engineers Scalable Service Governance: Capacity, Traffic, and Stability

This interview details Baidu's practical approach to microservice governance, covering its definition, the evolution from ad‑hoc scaling to automated capacity, traffic, and stability engineering, and the challenges of data collection, standardized interfaces, and decision‑making policies for large‑scale systems.

Capacity ManagementMicroservicesService Governance
0 likes · 12 min read
How Baidu Engineers Scalable Service Governance: Capacity, Traffic, and Stability
AntTech
AntTech
May 26, 2021 · Cloud Native

Ant Group's Service Mesh Exploration and Cloud‑Native Application Runtime

This article details Ant Group's evolution from monolithic applications to microservices and its large‑scale adoption of Service Mesh, describing the motivations, challenges, architecture, multi‑mesh capabilities, and the design of a cloud‑native application runtime built on MOSN to decouple applications from infrastructure.

APIMOSNMicroservices
0 likes · 14 min read
Ant Group's Service Mesh Exploration and Cloud‑Native Application Runtime
Full-Stack Internet Architecture
Full-Stack Internet Architecture
May 20, 2021 · Cloud Native

Key Findings from CNCF 2020 China Cloud Native Survey: Serverless, Containers, Service Mesh, and Open‑Source Tools

The CNCF 2020 China Cloud Native Survey of 439 participants reveals rapid growth in serverless adoption, a surge in container and Kubernetes usage, expanding service mesh deployment, and increasing reliance on open‑source automation tools, highlighting China’s emerging role as a major CNCF contributor.

Alibaba CloudCNCFCloud Native
0 likes · 9 min read
Key Findings from CNCF 2020 China Cloud Native Survey: Serverless, Containers, Service Mesh, and Open‑Source Tools
Volcano Engine Developer Services
Volcano Engine Developer Services
May 15, 2021 · Cloud Native

Douyin’s Spring Festival Red Packet: Service Mesh, Distributed DBs & IaaS Secrets

The Volcano Engine Developer Community’s May 15 online Meetup showcased four technical sessions—Service Mesh traffic management, distributed databases, mobile file distribution, and IaaS virtualization—detailing how Douyin’s Spring Festival red‑packet event handled massive traffic and ensured high performance.

Cloud NativeDistributed DatabasesIaaS virtualization
0 likes · 4 min read
Douyin’s Spring Festival Red Packet: Service Mesh, Distributed DBs & IaaS Secrets
High Availability Architecture
High Availability Architecture
May 4, 2021 · Cloud Native

TSF Mesh: Extending Istio Service Mesh for Non‑Container Environments

This article explains how TSF Mesh adapts Istio‑based service‑mesh capabilities to support both container and virtual‑machine workloads by redesigning application deployment, sidecar injection, traffic hijacking, and service registration/discovery, providing detailed architectural changes and code examples for enterprise‑grade service governance.

TSF MeshTraffic Hijackingservice discovery
0 likes · 15 min read
TSF Mesh: Extending Istio Service Mesh for Non‑Container Environments
Ops Development Stories
Ops Development Stories
Apr 25, 2021 · Cloud Native

Mastering Traefik Mesh: A Lightweight, Non‑Intrusive Service Mesh for Kubernetes

This guide introduces Traefik Mesh, a lightweight, non‑intrusive service mesh built on Traefik and SMI‑compatible Kubernetes, explains its sidecar‑free architecture, details installation via Helm, outlines static and dynamic configuration options, and provides step‑by‑step examples for deploying and testing services with traffic routing, retries, ACLs, and traffic splitting.

CoreDNSHelmKubernetes
0 likes · 13 min read
Mastering Traefik Mesh: A Lightweight, Non‑Intrusive Service Mesh for Kubernetes
DataFunTalk
DataFunTalk
Apr 3, 2021 · Big Data

Building a Real-Time Data Computing Platform for Tencent Games: Practices and Architecture

This article describes Tencent Games' end‑to‑end real‑time data platform, covering its construction background, the unified OneData development framework, the OneFun data‑service API layer, micro‑service and ServiceMesh management, and the operational benefits achieved through automation, standardization, and scalability.

FlinkGame AnalyticsMicroservices
0 likes · 14 min read
Building a Real-Time Data Computing Platform for Tencent Games: Practices and Architecture
Architecture Digest
Architecture Digest
Mar 30, 2021 · Backend Development

Understanding the Role and Selection of API Gateways in Enterprise Architecture

API gateways serve as unified entry points for Open API platforms, microservice architectures, and internal applications, enabling access control, traffic management, and service governance; the article examines their roles, deployment scenarios, competitive alternatives, and criteria for selecting suitable open‑source, cloud, or self‑built solutions.

API GatewayCloud NativeEnterprise Architecture
0 likes · 11 min read
Understanding the Role and Selection of API Gateways in Enterprise Architecture
Meituan Technology Team
Meituan Technology Team
Mar 11, 2021 · Cloud Native

Meituan OCTO 2.0: Architecture, Service Mesh Features, and Operational Practices

Meituan’s OCTO 2.0 upgrades the company’s distributed service‑governance platform by reusing OCTO 1.0 infrastructure, adding a self‑developed control plane and a customized Envoy data‑plane that employ UDS traffic hijacking, on‑demand service discovery, loss‑less hot‑restart, and automated lifecycle management, while planning cloud‑native extensions and full‑link mTLS.

Cloud NativeHot RestartOCTO 2.0
0 likes · 13 min read
Meituan OCTO 2.0: Architecture, Service Mesh Features, and Operational Practices