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- 224 HTTPs Setup
- 223 PR Agents Benchmark Evaluator
- 222 AI Coding Products
- 221 IELTS speaking practice partner expert
- 220 插入内容的js脚本
- 219 Train Domain LLM with GRPO
- 218 爬虫关键技术
- 217 MCP
- 216 RAG深入理解 RAG Deep Dive
- 215 Promising Problems on AI Coding from Cursor
- 214 ChatGPT Fine Tuning
- 213 Deep Research Agents
- 212 Prompt Problems
- 211 SQL 最佳实践 Best Practise
- 210 Speculative Decoding
- 209 Design Good Prompt
- 208 偏差,方差与标准差
- 207 PPO
- 206 Coding Agent会替代人类吗?Will Coding Agent Replace Human?
- 205 LLM为什么使用Decoder only架构?
- 204 Chat Template
- 203 Http Redirect Status Code
- 202 RAG基础 Retrieval-Augmented Generation Basics
- 201 效率工具汇总
- 200 [TD] Settlement 订单结算系统(简化)
- 199 Kafka VS Flink
- 198 Kafka概述 Overview
- 197 DeepSeek、WebGUI、RAG本地部署实践
- 196 优化算法 Optimization Algorithmn
- 195 Pytorch Cheatsheet
- 194 Prefill和Decode的分析
- 193 Transformer Inference Arithmetic
- 192 The Illustrated Transformer (Notes)
- 191 Modern CNN
- 190 Convoulutional Neural Network CNN
- 189 Multilayer Perceptrons (MLP)
- 188 Linear Neural Network
- 187 Prompt Collection
- 186 绕过应用头像GIF上传限制 Bypass the GIF Upload Restriction
- 185 Regular Expressions Cheatsheet 正则表达式小抄
- 184 Golang Type System
- 183 Golang 反射系统
- 182 项目管理工具 Project Management Tools
- 181 新加坡PR申请数据 sgpass.info
- 180 面试经验 Interview Experience
- 179 常见CMD 命令
- 178 Crontab 使用指南
- 177 性能测试检查清单 Performance Testing Checklist
- 176 压力测试工具 Stress Testing Tools
- 175 Frontend技术栈 Tech Stack
- 174 UML 序列图要点 UML Sequence DiagramStress Testing Tool
- 173 TypeScript
- 172 React笔记 Notes
- 171 CSS笔记 Notes
- 170 React Nextjs Foundation 基础
- 169 React 五子棋入门项目 Tic-Tac-Toe
- 168 Frontend Funfact
- 167 CURD Problem
- 166 Shell脚本概述 Shell Script
- 165 HTTP Q&A
- 164 pandas
- 163 Linux系统常见概念 Overview
- 162 Docker Cheat Sheet
- 161 Git Command Cheatsheet
- 160 产品系统设计Todo Products Todolist
- 159 Cloud Native
- 158 一个合格的后端系统
- 157 Overview
- 156 敏捷开发、DDD与TDD
- 155 Nginx高可用
- 154 容灾与备份 Disaster Tolerance, Backup, Failover
- 153 短链生成系统 URL Shortener System
- 152 聊天系统 Chat System
- 151 设计模式 Design Pattern
- 150 ID生成器
- 149 一致性哈希 Consistent Hashing
- 148 秒杀系统 Flash Sale System
- 147 网络架构的演变 The Evolution of Web Service Architecture
- 146 从零到一百万用户 Scale from zero to millions of user
- 145 OS Todo
- 144 系统调用和零拷贝技术
- 143 操作系统内存管理 Memory Management
- 142 Link
- 141 Deadlock and Lock Types
- 140 操作系统进程管理 Process Management
- 139 操作系统设备管理 Device Management
- 138 操作系统概览 Operating System Overview
- 137 Network
- 136 浮点数
- 135 优化程序性能 HPC Optimizing program's performance
- 134 Machine Learning Systems Overview
- 133 Topics Todolist
- 132 Math Todo
- 131 周赛汇总
- 130 规划 Roadmap
- 129 Leetcode problem rating
- 128 Python 常用语法 Python Frequently Used Syntax
- 127 Go常用语法 Golang Syntax
- 126 常见单词
- 125 周赛 Weekly Contest 417
- 124 周赛 Weekly Contest 414
- 123 周赛 Weekly Contest 412
- 122 周赛 Weekly Contest 411
- 121 周赛 Weekly Contest 410
- 120 周赛 Weekly Contest 408
- 119 周赛 Weekly Contest 407
- 118 周赛 Weekly Contest 406
- 117 周赛 Weekly Contest 405
- 116 周赛 Weekly Contest 404
- 115 周赛 Weekly Contest 403
- 114 周赛 Weekly Contest 402
- 113 周赛 Weekly Contest 401
- 112 周赛 Weekly Contest 400
- 111 容斥定理 Inclusion–exclusion principle
- 110 周赛 Weekly Contest 131
- 109 LRU缓存
- 108 堆 Heap
- 107 图最短路径 Graph V2
- 106 图遍历 Graph Traversal, Topological Sort, Unicom Branch
- 105 排序 Sort
- 104 周赛 Weekly Contest 398
- 103 单调队列 Monotonic Queue
- 102 单调栈 Monotonic Stack
- 101 树形动态规划 Tree DP
- 100 状态机动态规划 State Machine DP
- 099 间隔动态规划 Interval DP
- 098 双周赛 Weekly Contest 130
- 097 周赛 Weekly Contest 396
- 096 周赛 Weekly Contest 395
- 095 线性DP Linear DP
- 094 背包动态规划 Backup DP
- 093 动态规划原理 DP Principle
- 092 回溯之排列 Backtrace-Permutation
- 091 回溯之组合 Backtrace Combination
- 090 回溯之子集 Backtrace-Subset
- 089 Algorithm summary
- 088 二叉树层序遍历 Binary Tree Level Order Traversal
- 087 二叉树与递归,最近祖先 Binary Tree and Recursion, Nearest Ancestor of Binary Tree
- 086 二叉树前中后向遍历 Binary Tree Front, Middle, and Post Order Traversal
- 085 二叉树与递归,相似平衡 Binary Tree and Recursion v2
- 084 二叉树与递归,最大深度 Binary Tree and Recursion
- 083 周赛 Weekly Contest 387
- 082 链表删除系列 Linked List Delete Series
- 081 链表快慢指针系列 Linked List Fast Slow Series
- 080 二分搜索 Binary Search
- 079 反转链表系列 Linked List Reverse Series
- 078 同 向指针滑窗 Same Direction Pointer/Sliding Window
- 077 双指针 Opposite Double Pointer
- 076 为什么要学习 LeetCode? Why practice Leetcode?
- 075 Full Score in NUS CS5223
- 074 分布式思考 Distributed Thinking
- 073 分布式文件系统 Distributed File System
- 072 分布式事务 Distributed Transaction
- 071 拜占庭容错 Byzantine Fault Tolerance
- 070 共识协议 Distributed Consensus, State Machine Replication
- 069 分布式状态,如何定义一致性? Distributed State and Consistency
- 068 Lab4 ShardStoreServer
- 067 Lab3 Paxos Fault Tolerance
- 066 物理时钟,Lamport 时钟与 Vector 时钟 Physical Clock, Lamport Logical Clock, and Vector Clock
- 065 RPC 请求语义 RPC Semantics
- 064 Lab 2: Primary-Backup Service
- 063 分布式系统概述 Distributed Systems Introduction
- 062 Lab 1: Exactly-Once
- 061 MySQL 问题清单 MySQL Questions List
- 060 Redis问题清单 Redis Questions List
- 059 Redis介绍 Overview
- 058 Database Overview
- 057 MySQL事务 Transaction
- 056 MysQL日志 Log
- 055 MySQL锁 Lock
- 054 MySQL索引 Index
- 053 MySQL执行流程 Execution Flow
- 052 SQL 练习 Select statement
- 051 MySQL概览 Overview
- 050 一个请求的始末 The Beginning and End of a Request
- 049 Socket
- 048 代理与反向代理 Proxy VS Reverse Proxy
- 047 应用层 The Application Layer
- 046 传输层 The Transport Layer
- 045 网络层 The Network Layer
- 044 数据链路层 The Data Link Layer
- 043 物理层 The Physical Layer
- 042 OSI七层模型 OSI Network 7 layers Model
- 041 Overview
- 040 DL/ML Common Concept
- 039 MysQL SQL CheatSheet
- 038 Fulltext Index: Lucene
- 037 Storage and Retrieval
- 036 PEFT Introduction
- 035 Generate Synthetic Workload
- 034 WIFI Port Redirect public requests to my laptop
- 033 LLM Concept
- 032 Nsight System
- 031 Statistics
- 030 S-LORA: SERVING THOUSANDS OF CONCURRENT LORA ADAPTERS
- 029 PEFT - LoRA
- 028 GPU
- 027 How to do research in the era of LLM
- 026 RNN Recurrent Neural Network
- 025 收录 Web 全栈的知识
- 024 Encryption, Signature, and Hash
- 023 Grafana
- 022 Modern RNN: GRU, Enconder-Deconder, Seq-Seq
- 021 Deep Learning Overview
- 020 IoC (Inversion of Control) and AOP (Aspect Oriented Programming)
- 019 Python GIL
- 018 Fault Tolerance in LLM Training/Serving Systems
- 017 Deep Learning Computation
- 016 Self-Attention
- 015 Authentication, Authorization, Token and JWT
- 014 Distributed Training System Overview
- 013 MLSys Learning PLAN
- 012 Distributed Training Overview
- 011 Distributed Training Parameters Server
- 010 Distributed Training Collective Communication
- 009 Distributed Training Approaches
- 008 Unix Log CLI
- 007 Nextjs Project Dashboard 03
- 006 Nextjs Project Dashboard 02
- 005 Nextjs Project Dashboard 01
- 004 Machine Learning Cluster Architecture
- 003 我在组内做了一次技术分享:分布式系统,I did a Distributed Systems Sharing in our Team
- 002 训练机器学习模型预测赢家,在 Kaggle 准确度最高 Game Winner Prediction, best 76.9% w EDA&Finetune
- 001 【视频】43秒带你速通分布式系统概念 [Video] A quick tour of Distributed System
ARTIFICIAL INTELLIGENCE
- PR Agents Benchmark Evaluator
- AI Coding Products
- IELTS speaking practice partner expert
- Train Domain LLM with GRPO
- MCP
- RAG深入理解 RAG Deep Dive
- Promising Problems on AI Coding from Cursor
- ChatGPT Fine Tuning
- Deep Research Agents
- Prompt Problems
- Speculative Decoding
- Design Good Prompt
- Chat Template
- LLM为什么使用Decoder only架构?
- Coding Agent会替代人类吗?Will Coding Agent Replace Human?
- PPO
- 偏差,方差与标准差
- RAG基础 Retrieval-Augmented Generation Basics
- DeepSeek、WebGUI、RAG本地部署实践
- Prompt Collection
- Linear Neural Network
- Multilayer Perceptrons (MLP)
- Convoulutional Neural Network CNN
- Modern CNN
- The Illustrated Transformer (Notes)
- Transformer Inference Arithmetic
- Prefill和Decode的分析
- Pytorch Cheatsheet
- 优化算法 Optimization Algorithmn
- DL/ML Common Concept
- Overview
- Generate Synthetic Workload
- PEFT Introduction
- PEFT - LoRA
- S-LORA: SERVING THOUSANDS OF CONCURRENT LORA ADAPTERS
- Statistics
- Nsight System
- LLM Concept
- RNN Recurrent Neural Network
- Deep Learning Overview
- Modern RNN: GRU, Enconder-Deconder, Seq-Seq
- Self-Attention
- Deep Learning Computation
COMPUTER NETWORKS
- OSI七层模型 OSI Network 7 layers Model
- 物理层 The Physical Layer
- 数据链路层 The Data Link Layer
- 网络层 The Network Layer
- 传输层 The Transport Layer
- 应用层 The Application Layer
- 代理与反向代理 Proxy VS Reverse Proxy
- Socket
- 一个请求的始末 The Beginning and End of a Request
DATABASE
- SQL 最佳实践 Best Practise
- Kafka概述 Overview
- Kafka VS Flink
- MySQL概览 Overview
- SQL 练习 Select statement
- MySQL执行流程 Execution Flow
- MySQL索引 Index
- MySQL锁 Lock
- MysQL日志 Log
- MySQL事务 Transaction
- Database Overview
- Redis介绍 Overview
- Redis问题清单 Redis Questions List
- MySQL 问题清单 MySQL Questions List
- Storage and Retrieval
- Fulltext Index: Lucene
- MysQL SQL CheatSheet
DISTRIBUTED SYSTEMS
- Lab 1: Exactly-Once
- 分布式系统概述 Distributed Systems Introduction
- Lab 2: Primary-Backup Service
- RPC 请求语义 RPC Semantics
- 物理时钟,Lamport 时钟与 Vector 时钟 Physical Clock, Lamport Logical Clock, and Vector Clock
- Lab3 Paxos Fault Tolerance
- Lab4 ShardStoreServer
- 分布式状态,如何定义一致性? Distributed State and Consistency
- 共识协议 Distributed Consensus, State Machine Replication
- 拜占庭容错 Byzantine Fault Tolerance
- 分布式事务 Distributed Transaction
- 分布式文件系统 Distributed File System
- 分布式思考 Distributed Thinking
- Full Score in NUS CS5223
LEETCODE
- 为什么要学习 LeetCode? Why practice Leetcode?
- 双指针 Opposite Double Pointer
- 同向指针滑窗 Same Direction Pointer/Sliding Window
- 反转链表系列 Linked List Reverse Series
- 二分搜索 Binary Search
- 链表快慢指针系列 Linked List Fast Slow Series
- 链表删除系列 Linked List Delete Series
- 周赛 Weekly Contest 387
- 二叉树与递归,最大深度 Binary Tree and Recursion
- 二叉树与递归,相似平衡 Binary Tree and Recursion v2
- 二叉树前中后向遍历 Binary Tree Front, Middle, and Post Order Traversal
- 二叉树与递归 ,最近祖先 Binary Tree and Recursion, Nearest Ancestor of Binary Tree
- 二叉树层序遍历 Binary Tree Level Order Traversal
- Algorithm summary
- 回溯之子集 Backtrace-Subset
- 回溯之组合 Backtrace Combination
- 回溯之排列 Backtrace-Permutation
- 动态规划原理 DP Principle
- 背包动态规划 Backup DP
- 线性DP Linear DP
- 周赛 Weekly Contest 395
- 周赛 Weekly Contest 396
- 双周赛 Weekly Contest 130
- 间隔动态规划 Interval DP
- 状态机动态规划 State Machine DP
- 树形动态规划 Tree DP
- 单调栈 Monotonic Stack
- 单调队列 Monotonic Queue
- 周赛 Weekly Contest 398
- 排序 Sort
- 图遍历 Graph Traversal, Topological Sort, Unicom Branch
- 图最短路径 Graph V2
- 堆 Heap
- LRU缓存
- 周赛 Weekly Contest 131
- 容斥定理 Inclusion–exclusion principle
- 周赛 Weekly Contest 400
- 周赛 Weekly Contest 401
- 周赛 Weekly Contest 402
- 周赛 Weekly Contest 403
- 周赛 Weekly Contest 404
- 周赛 Weekly Contest 405
- 周赛 Weekly Contest 406
- 周赛 Weekly Contest 407
- 周赛 Weekly Contest 408
- 周赛 Weekly Contest 410
- 周赛 Weekly Contest 411
- 周赛 Weekly Contest 412
- 周赛 Weekly Contest 414
- 周赛 Weekly Contest 417
- 常见单词
- Go常用语法 Golang Syntax
- Python 常用语法 Python Frequently Used Syntax
- Leetcode problem rating
- 规划 Roadmap
- 周赛汇总
- Math Todo
- Topics Todolist
MLSYS
- Machine Learning Systems Overview
- GPU
- How to do research in the era of LLM
- Fault Tolerance in LLM Training/Serving Systems
- MLSys Learning PLAN
- Distributed Training System Overview
- Distributed Training Approaches
- Distributed Training Collective Communication
- Distributed Training Parameters Server
- Distributed Training Overview
- Machine Learning Cluster Architecture
OPERATING SYSTEMS
- 优化程序性能 HPC Optimizing program's performance
- 浮点数
- Network
- 操作系统概览 Operating System Overview
- 操作系统设备管理 Device Management
- 操作系统进程管理 Process Management
- Deadlock and Lock Types
- Link
- 操作系统内存管理 Memory Management
- 系统调用和零拷贝技术
- OS Todo
SHARING
- 我在组内做了一次技术分享:分布式系统,I did a Distributed Systems Sharing in our Team
- 训练机器学习模型预测赢家,在 Kaggle 准确度最高 Game Winner Prediction, best 76.9% w EDA&Finetune
- 【视频】43秒带你速通分布式系统概念 [Video] A quick tour of Distributed System
SYSTEM DESIGN
- [TD] Settlement 订单结算系统(简化)
- 新加坡PR申请数据 sgpass.info
- 从零到一百万用户 Scale from zero to millions of user
- 网络架构的演变 The Evolution of Web Service Architecture
- 秒杀系统 Flash Sale System
- 一致性哈希 Consistent Hashing
- ID生成器
- 设计模式 Design Pattern
- 聊天系统 Chat System
- 短链生成系统 URL Shortener System
- 容灾与备份 Disaster Tolerance, Backup, Failover
- Nginx高可用
- 敏捷开发、DDD与TDD
- Overview
- 一个合格的后端系统
- Cloud Native
- 产品系统设计Todo Products Todolist
WEB FULL STACK
- HTTPs Setup
- 插入内容的js脚本
- 爬虫关键技术
- Http Redirect Status Code
- 效率工具汇总
- 绕过应用头像GIF上传限制 Bypass the GIF Upload Restriction
- Regular Expressions Cheatsheet 正则表达式小抄
- 项目管理工具 Project Management Tools
- Golang 反射系统
- Golang Type System
- Git Command Cheatsheet
- Docker Cheat Sheet
- Linux系统常见概念 Overview
- pandas
- HTTP Q&A
- Shell脚本概述 Shell Script
- CURD Problem
- Frontend Funfact
- React 五子棋入门项目 Tic-Tac-Toe
- React Nextjs Foundation 基础
- CSS笔记 Notes
- React笔记 Notes
- TypeScript
- UML 序列图要点 UML Sequence DiagramStress Testing Tool
- Frontend技术栈 Tech Stack
- 压力测试工具 Stress Testing Tools
- 性能测试检查清单 Performance Testing Checklist
- Crontab 使用指南
- 常见CMD 命令
- 面试经验 Interview Experience
- WIFI Port Redirect public requests to my laptop
- Grafana
- Encryption, Signature, and Hash
- 收录 Web 全栈的知识
- IoC (Inversion of Control) and AOP (Aspect Oriented Programming)
- Python GIL
- Authentication, Authorization, Token and JWT
- Unix Log CLI
- Nextjs Project Dashboard 01
- Nextjs Project Dashboard 02
- Nextjs Project Dashboard 03
排版参考 为什么这么设计系列文章