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Architecture Digest
Architecture Digest
May 27, 2019 · Backend Development

Design Practices for Large-Scale Microservice Frameworks

The article presents a comprehensive overview of the challenges, evolution, design principles, and concrete implementation techniques behind building a large‑scale microservice framework at Didi, illustrating how systematic abstraction, reliable I/O handling, and strict interface stability can dramatically improve development efficiency and system robustness.

GoService Architectureframework design
0 likes · 28 min read
Design Practices for Large-Scale Microservice Frameworks
Didi Tech
Didi Tech
May 23, 2019 · Cloud Native

Design Practices for Large‑Scale Microservice Frameworks

In his Go China talk, senior Didi engineer Du Huan outlined the design and implementation of a large‑scale microservice framework that abstracts I/O, injects tracing via protocol hijacking, optimizes timers, and enforces fail‑fast circuit breaking, delivering faster development, higher stability, seamless upgrades, and a unified operating‑system‑like layer for thousands of services.

GoReliabilityService Architecture
0 likes · 29 min read
Design Practices for Large‑Scale Microservice Frameworks
Didi Tech
Didi Tech
May 17, 2019 · Fundamentals

Understanding Go Reflection: Types, Values, and Practical Applications

Go’s reflection, accessed via the reflect package’s TypeOf and ValueOf functions, lets programs inspect and modify runtime types and values—including fields, tags, and slices—while obeying settable rules, enabling generic utilities such as JSON serialization, deep equality checks, and dynamic ORM-like behavior.

@ValueDeepEqualGo
0 likes · 27 min read
Understanding Go Reflection: Types, Values, and Practical Applications
360 Tech Engineering
360 Tech Engineering
May 17, 2019 · Backend Development

Guidelines for Organizing Go Projects: Structure of the gobox-demo Template

This article shares practical guidelines and a detailed directory layout for organizing Go projects, illustrated with the gobox-demo template, covering configuration, source code organization, controller/action separation, service layer structuring, and best‑practice recommendations for clean, maintainable backend development.

GoMVCProject Structure
0 likes · 4 min read
Guidelines for Organizing Go Projects: Structure of the gobox-demo Template
Didi Tech
Didi Tech
May 9, 2019 · Fundamentals

Deep Dive into Go Interfaces: Duck Typing, Receivers, Interface Internals, and Polymorphism

The article thoroughly examines Go’s interface system, explaining static duck typing, the differences between value and pointer receivers, the internal iface/eface structures, how interfaces are constructed and converted, compiler implementation checks, type assertions, runtime polymorphism, and contrasts these mechanisms with C++ abstract‑class interfaces.

GoPolymorphismduck-typing
0 likes · 39 min read
Deep Dive into Go Interfaces: Duck Typing, Receivers, Interface Internals, and Polymorphism
Alibaba Cloud Developer
Alibaba Cloud Developer
May 8, 2019 · Artificial Intelligence

How SQLFlow Lets You Build AI Models with Just a Few SQL Commands

SQLFlow, an open‑source project from Ant Financial, bridges SQL engines and AI frameworks so that users can train and predict machine‑learning models with simple SQL statements, dramatically lowering the technical barrier for analysts and engineers across diverse data platforms.

GoSQLSQLFlow
0 likes · 14 min read
How SQLFlow Lets You Build AI Models with Just a Few SQL Commands
AntTech
AntTech
May 7, 2019 · Artificial Intelligence

SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning

SQLFlow is an open‑source project that connects diverse SQL engines (MySQL, Hive, SparkSQL, etc.) with AI frameworks (TensorFlow, PyTorch, XGBoost, etc.) through extended SQL syntax, enabling analysts to train and predict models using only a few SQL statements while aiming for high scalability and performance.

AI integrationGoSQL
0 likes · 13 min read
SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning
Didi Tech
Didi Tech
Apr 18, 2019 · Backend Development

Deep Dive into Go Slices: Creation, Internals, and Append Mechanics

The article explains Go slices as three‑field descriptors pointing to an underlying array, details creation methods, shows the low‑level runtime representation and assembly for make, describes how append triggers growslice with capacity‑doubling or ~25 % growth and alignment, and clarifies sharing, nil slices, and passing semantics.

AssemblyGoMemory Management
0 likes · 28 min read
Deep Dive into Go Slices: Creation, Internals, and Append Mechanics
Didi Tech
Didi Tech
Apr 18, 2019 · Fundamentals

Understanding Go's Syscall Mechanism and Runtime Interaction

Go’s syscall mechanism uses assembly‑implemented entry functions like Syscall and Syscall6 to invoke the kernel, while the runtime’s entersyscall and exitsyscall hooks notify the scheduler, allowing P resources to be released during blocking calls and handling privileged low‑level syscalls separately.

GoSchedulerconcurrency
0 likes · 17 min read
Understanding Go's Syscall Mechanism and Runtime Interaction
Qu Tech
Qu Tech
Apr 17, 2019 · Cloud Native

How Go Powers Service Mesh, Tracing, and Microservices in Leading Chinese Tech Companies

The Shanghai Go Language Tech Salon, co‑hosted by Qutoutiao and Jikebang, gathered senior architects from Qutoutiao, Qiniu, and Bilibili to share real‑world implementations of Go, covering a self‑built Service Mesh, full‑link tracing, and microservice governance, followed by an interactive Lean Coffee discussion on Go’s future.

Backend DevelopmentCloud NativeFull‑Link Tracing
0 likes · 9 min read
How Go Powers Service Mesh, Tracing, and Microservices in Leading Chinese Tech Companies
360 Tech Engineering
360 Tech Engineering
Apr 4, 2019 · Backend Development

Implementing HTTP/2 Server Push in Go

This article demonstrates how to add on‑demand and periodic HTTP/2 server‑push functionality in Go, explaining the required handlers, showing complete Go code examples, and detailing the HTTP/2 frame exchange observed with an h2c client.

BackendGoHTTP/2
0 likes · 7 min read
Implementing HTTP/2 Server Push in Go
21CTO
21CTO
Mar 31, 2019 · Backend Development

How ByteDance Scaled Over 700k QPS with Go: Lessons in Backend Microservices

This article details ByteDance's migration to Go for its backend, covering the reasons for choosing Go, the design of a five‑tuple microservice architecture, concurrency models, timeout handling, performance tuning, monitoring, and engineering practices that enabled a production system handling over 300 billion daily requests.

BackendGoMicroservices
0 likes · 17 min read
How ByteDance Scaled Over 700k QPS with Go: Lessons in Backend Microservices
360 Tech Engineering
360 Tech Engineering
Mar 29, 2019 · Backend Development

Implementing a Simple HTTP/2 Header-Only Server in Go

This article demonstrates how to build a minimal HTTP/2 server in Go that responds only with header frames, covering certificate generation, server code, frame structures, the http2Framer API, and how to test the implementation using curl, providing both conceptual explanations and full source listings.

FramerGoHTTP/2
0 likes · 11 min read
Implementing a Simple HTTP/2 Header-Only Server in Go
360 Tech Engineering
360 Tech Engineering
Mar 22, 2019 · Fundamentals

Understanding HTTP/2 Header Compression (HPACK) and Server Push

This article explains HTTP/2's header compression using the HPACK format—including static and dynamic tables, Huffman coding, and literal encoding—and the Server Push mechanism with PUSH_PROMISE frames, illustrating how these features reduce bandwidth and improve request latency.

GoHTTP/2Header Compression
0 likes · 11 min read
Understanding HTTP/2 Header Compression (HPACK) and Server Push
Didi Tech
Didi Tech
Mar 22, 2019 · Backend Development

Interview with Du Huan (Senior Engineer, Didi R Lab) on Go, Large‑Scale Microservice Framework Design, and Gopher China 2019

In this interview, Didi R Lab senior engineer Du Huan discusses his decade‑long Go experience, the language’s low‑cost entry, system‑level performance and cloud‑native strengths, upcoming enhancements like generics, his large‑scale microservice framework design for Gopher China 2019, and practical advice for developers and enterprises adopting Go.

DidiGoGopher China
0 likes · 10 min read
Interview with Du Huan (Senior Engineer, Didi R Lab) on Go, Large‑Scale Microservice Framework Design, and Gopher China 2019
360 Tech Engineering
360 Tech Engineering
Mar 15, 2019 · Backend Development

Understanding HTTP/2 Implementation in Go's HTTP Server

This article provides a comprehensive overview of HTTP/2, explaining its binary framing, multiplexing, and the various frame types such as DATA, HEADERS, PRIORITY, RST_STREAM, SETTINGS, PUSH_PROMISE, PING, GOAWAY, WINDOW_UPDATE, and CONTINUATION, with specific focus on how Go's HTTP server implements these features.

BackendFramesGo
0 likes · 12 min read
Understanding HTTP/2 Implementation in Go's HTTP Server
Tencent Cloud Developer
Tencent Cloud Developer
Mar 14, 2019 · Backend Development

Implementing Graceful (Hot) Restart for Go HTTP Services

To implement a graceful hot restart for a Go HTTP service, the program listens for SIGHUP, forks a child process that inherits the listening socket via an extra file descriptor, the parent stops accepting new connections and shuts down while the child begins serving, ensuring uninterrupted client requests.

GoProcess Forkgraceful restart
0 likes · 10 min read
Implementing Graceful (Hot) Restart for Go HTTP Services
Alibaba Cloud Native
Alibaba Cloud Native
Mar 14, 2019 · Backend Development

How PouchContainer Achieves Full Integration Test Coverage with Go

This article explains how Alibaba's open‑source PouchContainer adds both unit‑test and integration‑test coverage reporting using Go's cover tool, TravisCI, Codecov, and custom test harnesses, providing step‑by‑step commands, code snippets, and PR details to raise overall coverage from 18% to 60%.

CICodecovGo
0 likes · 13 min read
How PouchContainer Achieves Full Integration Test Coverage with Go
High Availability Architecture
High Availability Architecture
Mar 14, 2019 · Databases

SlimTrie: A Space‑Efficient Trie‑Based Index for Large‑Scale Storage Systems

This article presents SlimTrie, a trie‑based indexing structure that dramatically reduces memory consumption while maintaining fast query speeds, detailing its design, compression techniques, implementation steps, memory analysis, and performance comparisons with map and B‑Tree structures for large‑scale storage systems.

GoMemory OptimizationSlimTrie
0 likes · 20 min read
SlimTrie: A Space‑Efficient Trie‑Based Index for Large‑Scale Storage Systems
Alibaba Cloud Native
Alibaba Cloud Native
Mar 7, 2019 · Cloud Native

How Kubernetes Scheduler Works: Inside the Core Scheduling Engine

This article explains the inner workings of the Kubernetes scheduler, covering its architecture, pod queue handling, filtering, prioritization, binding, preemption, and code-level details, while also discussing current limitations and future enhancements such as the V2 framework and gang scheduling extensions.

Distributed SystemsGoKubernetes
0 likes · 12 min read
How Kubernetes Scheduler Works: Inside the Core Scheduling Engine
58 Tech
58 Tech
Feb 26, 2019 · Backend Development

Architecture Evolution of the WeChat‑like Instant Messaging Service at 58 Group

The article details the step‑by‑step evolution of the WeChat‑like instant messaging platform at 58 Group, describing how the system transitioned from a simple PHP short‑connection architecture to a layered micro‑service architecture using Java‑based RPC, Go‑based short‑connection services, distributed storage, message queues, and clear separation of storage, logic, and interface layers.

Backend ArchitectureGoInstant Messaging
0 likes · 12 min read
Architecture Evolution of the WeChat‑like Instant Messaging Service at 58 Group
21CTO
21CTO
Jan 21, 2019 · Fundamentals

Master Go Basics: Program Structure, Execution, and Comments Explained

This article introduces Go’s basic program structure, how to run and build Go applications, the role of comments, why semicolons are omitted, and best practices for organizing imports, providing a concise foundation for writing clean Go code.

Gocode-structurefundamentals
0 likes · 7 min read
Master Go Basics: Program Structure, Execution, and Comments Explained
JD Tech
JD Tech
Jan 4, 2019 · Backend Development

Using Protobuf with Go: Installation, Code Examples, and Serialization

This article provides a step‑by‑step guide on installing the Protobuf compiler, setting up the Go plugin, writing .proto definitions, generating Go code, and demonstrating serialization and deserialization of Protobuf messages in a Go application, complete with troubleshooting tips and reference links.

GoProtobufProtocol Buffers
0 likes · 6 min read
Using Protobuf with Go: Installation, Code Examples, and Serialization
High Availability Architecture
High Availability Architecture
Dec 4, 2018 · Backend Development

Zhihu’s Migration from Python to Go: Architecture, Process, and Lessons Learned

Zhihu’s backend team migrated high‑traffic services from Python to Go, detailing the motivations, step‑by‑step migration process, performance gains, project structure, testing practices, static analysis, and operational lessons such as graceful traffic shifting and service deprecation.

GoPerformance Optimizationbackend-migration
0 likes · 14 min read
Zhihu’s Migration from Python to Go: Architecture, Process, and Lessons Learned
Beike Product & Technology
Beike Product & Technology
Nov 9, 2018 · Backend Development

Why Go Is Fast: 5 Key Language Features Explained

This article translates David Cheney's 2014 Gocon talk, detailing five Go language features—efficient value handling, inlining, escape analysis, goroutine scheduling, and dynamic stack management—that together explain Go's performance advantages, memory usage, and concurrency model.

Escape AnalysisGoGoroutine
0 likes · 15 min read
Why Go Is Fast: 5 Key Language Features Explained
UCloud Tech
UCloud Tech
Oct 25, 2018 · Backend Development

Why Go 1.8’s ForkLock Can Hang Goroutines and How Go 1.9 Solves It

The article investigates a Go 1.8.3 issue where goroutines block on ForkLock during fork‑exec, analyzes the kernel and Go runtime behavior, presents a hypothesis about memory‑heavy processes, validates it with experiments, and shows that upgrading to Go 1.9 or later eliminates the problem.

GoGoroutineconcurrency
0 likes · 7 min read
Why Go 1.8’s ForkLock Can Hang Goroutines and How Go 1.9 Solves It
Tencent Cloud Developer
Tencent Cloud Developer
Oct 19, 2018 · Backend Development

Design and Implementation of a Go Backend for a Lottery Mini Program

The article describes how to build a Go‑based backend for a WeChat lottery mini‑program using the Echo framework, Tencent Cloud load balancer, Nginx, Redis and MySQL, detailing the system architecture, API design, database and Redis integration, WeChat login flow, activity state machine, and lessons learned.

Backend DevelopmentGoLottery System
0 likes · 12 min read
Design and Implementation of a Go Backend for a Lottery Mini Program
Efficient Ops
Efficient Ops
Oct 10, 2018 · Databases

Boost Your Database Reliability with Xiaomi’s Open‑Source SQL Optimizer SOAR

Xiaomi is open‑sourcing its Go‑based SQL Optimizer and Rewriter (SOAR) at OSCAR Days, a tool that automatically checks SQL quality, suggests index improvements, rewrites queries, provides EXPLAIN analysis, and integrates with editor plugins and a web self‑audit platform to boost database reliability and developer productivity.

GoSQLopen-source
0 likes · 5 min read
Boost Your Database Reliability with Xiaomi’s Open‑Source SQL Optimizer SOAR
21CTO
21CTO
Sep 11, 2018 · Fundamentals

Getting Started with Go: Essential Tips and First Hello World

This article shares practical Golang notes, covering compilation, package structure, basic syntax, common pitfalls like GOPATH issues, and step‑by‑step screenshots of setting up a Hello World program in Eclipse.

GoGolangTutorial
0 likes · 3 min read
Getting Started with Go: Essential Tips and First Hello World
Alibaba Cloud Native
Alibaba Cloud Native
Aug 21, 2018 · Cloud Native

Inside Alibaba’s Sigma: How a Cloud‑Native Scheduler Powers 280× Double‑11 Growth

The article details Alibaba’s Sigma scheduling and cluster management platform—its three‑layer architecture, data and state consistency strategies, real‑world case studies, Go‑based redesign, integration with Kubernetes APIs, and lessons on concurrency, high availability, and pod dispersion for massive Double 11 traffic.

GoKubernetesScheduler
0 likes · 20 min read
Inside Alibaba’s Sigma: How a Cloud‑Native Scheduler Powers 280× Double‑11 Growth
Meitu Technology
Meitu Technology
Aug 15, 2018 · Backend Development

Design and Performance Analysis of the Zap Logging Library in Go

The article examines Uber’s high‑throughput Go logging library zap, detailing its structured‑logging design, separation of concerns, copy‑on‑write filtering, extensive sync.Pool object reuse, reflection‑free type‑specific encoding, dynamic HTTP level control, and supplemental features such as a sugar API and log‑rotation, which together deliver superior performance over traditional libraries.

GoZAPconcurrency
0 likes · 18 min read
Design and Performance Analysis of the Zap Logging Library in Go
High Availability Architecture
High Availability Architecture
Aug 15, 2018 · Backend Development

Deep Dive into Uber's zap: Architecture, High‑Performance Design, and Lessons for Building Go Logging Libraries

This article analyzes Uber's open‑source Go logging library zap, explaining its architectural trade‑offs, performance‑boosting techniques such as object pooling, reflection avoidance, and write‑time copying, and offers practical guidance for developers who want to build high‑performance logging components in Go.

BackendGoZAP
0 likes · 18 min read
Deep Dive into Uber's zap: Architecture, High‑Performance Design, and Lessons for Building Go Logging Libraries
Beike Product & Technology
Beike Product & Technology
Aug 3, 2018 · Backend Development

Common Go Language Pitfalls and Best Practices

This article explains frequent pitfalls in Go programming—including file‑naming conventions, defer execution order, panic value handling, for‑range copying, struct composition, init function behavior, pointer operations, command‑line arguments, slice capacity bugs, map usage, and channel communication—while providing clear examples and recommended fixes.

GoPitfallsbest practices
0 likes · 16 min read
Common Go Language Pitfalls and Best Practices
JD Retail Technology
JD Retail Technology
Jul 20, 2018 · Databases

Vitess Two-Phase Commit Implementation and Distributed Transaction Management

This article explains the fundamentals of database transactions, introduces Vitess's architecture, and details how Vitess implements a two‑phase commit protocol for distributed transactions, including transaction IDs, metadata management, preparation, commit, rollback, error handling, and performance considerations, with illustrative Go code snippets.

GoVitesstransaction-management
0 likes · 25 min read
Vitess Two-Phase Commit Implementation and Distributed Transaction Management
JD Tech
JD Tech
Jul 16, 2018 · Databases

Vitess Two-Phase Commit: Concepts, Implementation, and Exception Handling

This article explains Vitess’s two‑phase commit mechanism for distributed transactions, covering the ACID properties, shard architecture, transaction manager roles, detailed code flow, metadata handling, preparation, commit, rollback, and various failure scenarios, along with practical examples and performance considerations.

GoVitesstwo-phase commit
0 likes · 25 min read
Vitess Two-Phase Commit: Concepts, Implementation, and Exception Handling
Programmer DD
Programmer DD
Jul 11, 2018 · Cloud Native

Exploring Consul’s Service Mesh: Setup, Code Samples, and Deep Dive

This article walks through upgrading Consul to 1.2, configuring service‑mesh support, building two Go micro‑services, registering them with Consul, reloading the configuration, testing the mesh with curl, and provides a detailed analysis of Consul’s service‑mesh architecture, advantages, and limitations.

ConsulGoMicroservices
0 likes · 12 min read
Exploring Consul’s Service Mesh: Setup, Code Samples, and Deep Dive
Meituan Technology Team
Meituan Technology Team
Jul 5, 2018 · Backend Development

Incremental Update Practices and Go‑Based Performance Optimization at Meituan Finance

Meituan Finance reduced user churn by replacing Node‑based diff generation with a Go‑powered incremental‑update service that uses lightweight goroutines, a three‑layer CDN/API/compute architecture, and pre‑warmed patches, achieving 99.97 % success, 64.9 % incremental updates and roughly 164 KB daily bandwidth savings per user.

Goarchitecturefrontend
0 likes · 19 min read
Incremental Update Practices and Go‑Based Performance Optimization at Meituan Finance
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jun 22, 2018 · Backend Development

Master Go Channels: From Basics to Advanced Patterns

This article explains Go's channel primitive in depth, covering its conceptual model, types, operations, internal queues, rule scenarios, practical code examples, and best‑practice tips for building clear and efficient concurrent programs.

ChannelGoGo Programming
0 likes · 12 min read
Master Go Channels: From Basics to Advanced Patterns
dbaplus Community
dbaplus Community
Jun 13, 2018 · Databases

How to Build a PostgreSQL FDW with Go: From Theory to Practice

This article explains the history and architecture of PostgreSQL's Foreign Data Wrapper (FDW), details the required database objects and callback functions, and provides a step‑by‑step guide for implementing an FDW in Go using cgo, including code examples, build instructions, and performance considerations.

Database ExtensionFDWGo
0 likes · 26 min read
How to Build a PostgreSQL FDW with Go: From Theory to Practice
Architecture Digest
Architecture Digest
May 6, 2018 · Backend Development

Design and Prototype of a Distributed VPN Using Go and KCP

This article describes the motivation, requirements, solution research, and detailed design of a lightweight distributed VPN built with Go, employing KCP as the transport protocol, and includes prototype source code for both hub and peer components.

GoKCPNetwork programming
0 likes · 12 min read
Design and Prototype of a Distributed VPN Using Go and KCP
360 Tech Engineering
360 Tech Engineering
May 4, 2018 · Backend Development

Writing Middleware in Go: A Practical Guide

This article explains how to create HTTP middleware in Go, covering request reading, trailing‑slash redirection, request‑ID injection, server header manipulation, custom ResponseWriter implementation, and handling of additional interfaces such as Push and Flush, with complete code examples.

BackendGoHTTP
0 likes · 7 min read
Writing Middleware in Go: A Practical Guide
Didi Tech
Didi Tech
Apr 16, 2018 · Backend Development

Building Didi’s Core Business Platform with Go: Practices and Open‑Source Contributions

At GopherChina 2018, Didi engineer Shi Songran explained how Go powers the company’s high‑availability order, dispatch, and storage systems, detailing service‑governance practices, two production‑level bugs, and Didi’s open‑source contributions of the gendry database helper and the high‑performance json‑iterator codec.

Backend DevelopmentDidiGo
0 likes · 4 min read
Building Didi’s Core Business Platform with Go: Practices and Open‑Source Contributions
Programmer DD
Programmer DD
Apr 12, 2018 · Backend Development

How Douyin Quickly Shut Down Comments: Service Governance and Circuit Breaking in Action

When the low‑quality app "XX段子" was forced to close, Douyin faced a massive comment surge and responded within minutes by disabling the comment service through circuit‑breaking, illustrating the crucial role of microservice governance, monitoring, and rapid fault isolation in large‑scale backend systems.

Circuit BreakingGokite framework
0 likes · 6 min read
How Douyin Quickly Shut Down Comments: Service Governance and Circuit Breaking in Action
Architecture Digest
Architecture Digest
Apr 12, 2018 · Blockchain

Tendermint Overview and KV Store Example: Installation, Execution, and Code Walkthrough

This article introduces Tendermint’s modular blockchain framework, explains its Core and ABCI components, provides step‑by‑step installation and execution of the built‑in key‑value store example, demonstrates transaction creation and querying, and walks through the Go source code for CheckTx, DeliverTx, and Commit functions.

ABCIGoKV Store
0 likes · 7 min read
Tendermint Overview and KV Store Example: Installation, Execution, and Code Walkthrough
dbaplus Community
dbaplus Community
Mar 29, 2018 · Backend Development

When to Split a Monolith into Microservices: Practical Guidelines and a Step‑by‑Step Example

The article examines the advantages and drawbacks of microservices versus monolithic architectures, outlines key factors that influence the decision to split, and walks through a real‑world shared‑points project, detailing a four‑step process for decomposing a monolith into independent services.

Backend ArchitectureGoProtobuf
0 likes · 10 min read
When to Split a Monolith into Microservices: Practical Guidelines and a Step‑by‑Step Example
Senior Brother's Insights
Senior Brother's Insights
Mar 19, 2018 · Blockchain

Understanding Geth Sync Modes: Fast, Full, and Light Explained

This article examines the three Ethereum Geth synchronization modes—fast, full, and light—by dissecting the underlying Go source code, explaining the SyncMode type, its constants, string and marshaling implementations, default configuration, and the runtime logic that switches modes based on blockchain state.

BlockchainEthereumGo
0 likes · 9 min read
Understanding Geth Sync Modes: Fast, Full, and Light Explained
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Dec 28, 2017 · Backend Development

How 360’s SSP Engine Delivers Billions of Ads with Microservices and High‑Performance Architecture

This article explains the architecture and key technologies of 360’s SSP advertising engine—including flexible micro‑service layers, DAG‑based topology, rule and template management, and high‑performance Go‑based HTTP frameworks—that enable billion‑scale ad delivery with low latency and high concurrency.

AdvertisingBackend ArchitectureGo
0 likes · 16 min read
How 360’s SSP Engine Delivers Billions of Ads with Microservices and High‑Performance Architecture
ITPUB
ITPUB
Dec 6, 2017 · Information Security

How MesaLock Linux Leverages Rust and Go for a Memory‑Safe Linux Distribution

MesaLock Linux is an open‑source Linux distribution that rewrites user‑space applications in memory‑safe languages like Rust and Go, applying three security principles to reduce attack surface, offering container‑ready images, BSD licensing, and community‑driven development.

ContainersGoLinux
0 likes · 6 min read
How MesaLock Linux Leverages Rust and Go for a Memory‑Safe Linux Distribution
Tongcheng Travel Technology Center
Tongcheng Travel Technology Center
Nov 14, 2017 · Backend Development

Highlights of the First Tongcheng Technology Conference in Suzhou: Serverless, Microservices, Go, NewSQL, Hybrid Cloud, and Ticket Search Architecture

The two‑day Tongcheng Technology Conference in Suzhou featured six technical sessions covering serverless architecture, microservices with Go, Facebook‑style development tools, NewSQL database practices, hybrid cloud management at Sina Weibo, and high‑performance ticket search systems, offering practical insights for backend engineers.

Backend ArchitectureGoMicroservices
0 likes · 10 min read
Highlights of the First Tongcheng Technology Conference in Suzhou: Serverless, Microservices, Go, NewSQL, Hybrid Cloud, and Ticket Search Architecture
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Sep 26, 2017 · Backend Development

Boost Go Development Efficiency with a Comprehensive Makefile

This article explains how to replace repetitive manual Go commands like "go build" and "go test" with a well‑structured Makefile, covering variable definitions, common targets, cross‑compilation, Docker builds, and usage examples to streamline and automate Go project workflows.

Build AutomationGoMakefile
0 likes · 5 min read
Boost Go Development Efficiency with a Comprehensive Makefile
21CTO
21CTO
Sep 1, 2017 · Fundamentals

Is Go’s 10ms GC Pause Claim Real? A Deep Dive into GC Theory and Trade‑offs

This article critically examines Go’s advertised sub‑10 ms garbage‑collection pauses, compares its concurrent mark‑sweep collector with Java’s GC algorithms, and explores the fundamental trade‑offs of throughput, pause time, memory overhead, and scalability that shape modern garbage‑collector design.

Garbage CollectionGenerational GCGo
0 likes · 18 min read
Is Go’s 10ms GC Pause Claim Real? A Deep Dive into GC Theory and Trade‑offs
21CTO
21CTO
Aug 29, 2017 · Backend Development

Why Go Is Outshining Python for Backend Services: 5 Compelling Reasons

This article explains how Go’s compiled single‑binary output, static type system, superior performance, built‑in libraries, and strong IDE support helped a micro‑service platform replace a Python/Django stack, cutting code by 64% and boosting backend speed by up to 30%.

Backend DevelopmentGoIDE Support
0 likes · 7 min read
Why Go Is Outshining Python for Backend Services: 5 Compelling Reasons
21CTO
21CTO
Jul 23, 2017 · Information Security

How to Deploy Free HTTPS with Go and Let’s Encrypt (Step‑by‑Step Guide)

This article explains why HTTPS is essential, compares third‑party and self‑managed TLS options, and provides a complete Go implementation using Let’s Encrypt’s autocert library, including code for certificate handling, HTTP‑to‑HTTPS redirection, DNS requirements, and caching strategies.

GoHTTPSLet’s Encrypt
0 likes · 11 min read
How to Deploy Free HTTPS with Go and Let’s Encrypt (Step‑by‑Step Guide)
21CTO
21CTO
Jul 11, 2017 · Fundamentals

Go Soars into TIOBE Top 10: July 2017 Language Rankings Revealed

The July 2017 TIOBE index shows Go leaping from rank 55 to the top ten, while Java remains first despite a 6% drop, and other languages like Kotlin, Elixir, and Hack fall, highlighting shifting popularity among the top programming languages.

GoJavaLanguage Trends
0 likes · 3 min read
Go Soars into TIOBE Top 10: July 2017 Language Rankings Revealed
360 Zhihui Cloud Developer
360 Zhihui Cloud Developer
Jul 6, 2017 · Backend Development

Rebuilding Huajiao Live Chat with Go: Architecture, Scaling & Flow Control

This article details Huajiao's transition from an Erlang‑based chat system to a Go‑driven QChat architecture, covering language selection, component redesign, deployment strategies, flow‑control mechanisms, and four‑layer proxy testing that together enabled massive scaling for live streaming comment and gift traffic.

BackendChat ArchitectureFlow Control
0 likes · 11 min read
Rebuilding Huajiao Live Chat with Go: Architecture, Scaling & Flow Control
21CTO
21CTO
Jun 24, 2017 · Backend Development

Which Backend Language Handles I/O Best? Node, PHP, Java, and Go Compared

This article examines how different server‑side languages model I/O, compares blocking and non‑blocking approaches in PHP, Java, Node.js, and Go, and presents benchmark results to help you choose the most suitable technology for high‑load web applications.

GoI/O performanceJava
0 likes · 21 min read
Which Backend Language Handles I/O Best? Node, PHP, Java, and Go Compared
21CTO
21CTO
May 22, 2017 · Backend Development

Why Rewriting a Laravel App in Go Boosted Performance and Simplicity

The author rewrote a Laravel‑based Boxzilla application in Go, detailing migration steps, code‑size reduction, benchmark results, and testing advantages, showing how Go delivers faster response times, lower latency, and a more maintainable backend.

Code size reductionGoLaravel migration
0 likes · 7 min read
Why Rewriting a Laravel App in Go Boosted Performance and Simplicity
Architecture Digest
Architecture Digest
May 9, 2017 · Backend Development

Advantages of Go Language in Large‑Scale Messaging Service Development and Operational Practices

The article examines why Go is well‑suited for high‑concurrency, complex communication distributed systems like the 360 message‑push platform, detailing its performance, architecture, challenges, optimization techniques, and operational monitoring compared with traditional C implementations.

GoMessagingPerformance Optimization
0 likes · 16 min read
Advantages of Go Language in Large‑Scale Messaging Service Development and Operational Practices
21CTO
21CTO
Mar 1, 2017 · Backend Development

How We Built a Scalable Uber‑Like Backend with Go, UDP & ProtoBuf

This article details the design and implementation of a Go‑based backend for a ride‑hailing app, covering real‑time vehicle tracking, route planning with OSRM, bandwidth‑saving UDP + ProtoBuf communication, in‑memory storage, R‑tree indexing, and the full API workflow.

GoOSRMProtobuf
0 likes · 10 min read
How We Built a Scalable Uber‑Like Backend with Go, UDP & ProtoBuf
High Availability Architecture
High Availability Architecture
Feb 28, 2017 · Backend Development

Designing a Backend System for an Uber‑Like Ride‑Hailing App with Animated Map Cars Using Go

This article describes how a ride‑hailing service built a memory‑based backend that animates cars on a map, covering challenges of sparse GPS updates, route planning with OSRM, protocol selection (UDP), data serialization (Protobuf), storage architecture, geospatial indexing with R‑tree, and the final API design.

BackendGoProtobuf
0 likes · 9 min read
Designing a Backend System for an Uber‑Like Ride‑Hailing App with Animated Map Cars Using Go
dbaplus Community
dbaplus Community
Jan 4, 2017 · Backend Development

How to Build a Raft‑Based Distributed Scheduler on Mesos with Go

This article explains the fundamentals of consensus in distributed systems, compares Paxos and Raft, and provides a step‑by‑step guide with code snippets on embedding the etcd/raft library into the open‑source Mesos scheduler Swan to achieve reliable multi‑node data synchronization.

Backend DevelopmentConsensusGo
0 likes · 14 min read
How to Build a Raft‑Based Distributed Scheduler on Mesos with Go
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Dec 26, 2016 · Backend Development

How Xiaomi Engineered a High‑Performance Flash‑Sale System for the 2014 Mi Fan Festival

This article recounts Xiaomi's rapid development of a flash‑sale platform—starting from a week‑long PHP prototype to a Go‑based, Redis‑backed architecture—detailing the design choices, scalability tactics, and performance optimizations that enabled the 2014 Mi Fan Festival to handle millions of concurrent users.

BackendGoPHP
0 likes · 14 min read
How Xiaomi Engineered a High‑Performance Flash‑Sale System for the 2014 Mi Fan Festival
Architects Research Society
Architects Research Society
Oct 17, 2016 · Blockchain

Hyperledger Fabric Chaincode Examples: Notarization, Asset Transfer, Digital Currency, Diploma Verification, Energy Sharing, and Logistics

This article presents a series of Hyperledger Fabric chaincode examples written in Go, covering information notarization, asset trading, digital currency issuance, diploma verification, community energy sharing, and logistics supply chain, each with functional descriptions, key functions, data models, and REST‑API interaction details.

BlockchainChaincodeGo
0 likes · 20 min read
Hyperledger Fabric Chaincode Examples: Notarization, Asset Transfer, Digital Currency, Diploma Verification, Energy Sharing, and Logistics