轉: 2014技術文章合輯

轉自： http://www.xiaoyaochong.net/wordpress/index.php/2015/01/12/2014%E6%8A%80%E6%9C%AF%E6%96%87%E7%AB%A0%E9%9B%86%E9%94%A6/

分佈式系統

理論

• A Distributed Systems Reading List
• 卡內基梅隆大學分佈式系統閱讀清單
• 分佈式基礎 網頁公開課
• The Space Between Theory and Practice in Distributed Systems
• 面向分佈式系統工程師的分佈式系統理論
• Berkeley Implementation of Database Systems reading list
• 分佈式文件系統簡介
• Raft：Understandable Distributed Consensus 可視化的分佈式一致性RAFT算法
• the clean architecture
• Calculating Availability – Redundant Systems
• 系統架構領域的一些學習材料
• Data Structures and Algorithms for Big Databases.pdf
• Intro to Distributed Hash Tables
• google Influential Papers for 2013
• Distributed systems: for fun and profit

 

系統應用與實踐

• Apache Spark 的設計與實現
• storm vs spark-streaming
• spark summit 2013+slides
• Real time insights into LinkedIn’s performance using Apa
• 解析Google集羣資源管理系統Omega
• Why companies like Google, Spotify and Red Hat are embracing Docker’s open source containers
• DockerCon 14 分享集
• Google Container Engine (Alpha)
• Amazon EC2 Container Service (ECS) – Container Management for the AWS Cloud
• Kubernetes – Google分佈式容器技術初體驗
• facebook apollo
• facebook工程師Apollo: Strong consistency at scale
• The Story of Apollo – Amazon’s Deployment Engine
• Mesa：Google最新曝光的實時數據倉庫系統
• Scaling Memcache at Facebook
• 支付寶大 規 模 S O A 系 統 中 的 分 布 事 務 處 理
• Mantis: Netflix’s Event Stream Processing System
• MySQL 5.6 Replication Architecture

 

計算機體系結構

• articles & papers lighterra
• Computer Science from the Bottom Up
• 計算機體系結構發展歷史
• 歷代CPU架構
• GPLGPU: An Open-Source GPU
• 「中斷」的歷史
• Linux I/O Stack Diagram
• 介紹了Linux Network中的Driver Queue、Queuing Disciplines，優化及調優策略等
• Enabling Linux* Network Support of Hardware Multiqueue Devices
• Linux Cgroups 詳解
• An Overview of Kernel Lock Improvements
• long does it take to make a context switch?
• Performance Review of Zero Copy TechniquesLinux
• goroutine背後的系統知識
• 一個「蠅量級」 C 語言協程庫
• State Threads 回調終結者
• Memory Management Reference
• A Quick Tutorial on Implementing and Debugging Malloc, Free, Calloc, and Realloc
• hacker:Gustavo Duarte’s blog
• Malloc Tutorial
• java garbage collection introduction
• 伯克利OS教程
• 從零開始寫一個簡單的操做系統
• Xv6, a simple Unix-like teaching operating system
• redhat developer blog

 

性能優化

• Software optimization resources
• Three Optimization Tips for C++
• Tips for Optimizing C/C++ Code
• C++ Optimization Strategies and Techniques
• bsd網絡調優 (https://calomel.org/network_performance.html)
• Optimizing Linux Memory Management for Low-latency / High-throughput Databases
• Garbage Collection Optimization for High-Throughput and Low-Latency Java Applications
• google btree優化
• Linux Performance and Tuning Guidelines 來自IBM的Linux Performance紅皮書,2008
• Applying Optimization Principle Patterns to Component Deployment and Configuration Tools
• Optimizing Disk IO and Memory for Big Data Vector Analysis
• Fastsocket of Linux kernel(https://github.com/fastos/fastsocket)

 

機器學習

• A Programmer’s Guide to Data Mining
• deep learning read list
• machine learning blog
• Neural Networks and Deep Learning 神經網絡的免費在線書
• Machine Learning Theory: An Introductory Primer
• Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis(ICML Best Paper)
• Science上發表的超讚聚類算法
• 不平衡數據分類
• 關注於 機器學習、數據挖掘、並行計算、數學的blog
• 源碼
• Big Data Digest
• 推薦系統的19個開源工具
• recommendation的相關論文
• ADKDD好文：Facebook廣告點擊預測模型
• Sibyl: A System for Large Scale Machine Learning at Googlevideo
• Graduate Summer School: Deep Learning, Feature Learning
• LinkedIn最新的推薦系統文章
• 知識圖譜與搜索引擎領域內的文獻
• Numenta Platform for Intelligent Computing a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms

 

教程&&資源

• 號稱全世界最好的課程網站 www.coursera.org
• 號稱資源豐富的電子圖書館
• Awesome list of C++ resources
• 國外程序員整理的 C++ 資源大全
• Xv6, a simple Unix-like teaching operating system
• google計算機在線課程
• 伯克利OS教程
• 一個大學統計學教授推薦的統計學書單及書評
• Neural Networks and Deep Learning 神經網絡的免費在線書
• Machine Learning Theory: An Introductory Primer
• deep learning read list
• machine learning blog
• 關注於 機器學習、數據挖掘、並行計算、數學的blog
• Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
• 10 Articles Every Programmer Must Read
• 一個合格的程序員應該讀過哪些書 老版本
• 程序猿最應去的網站有哪些？
• 演算法筆記
• Know Thy Complexities! 算法和數據結構複雜度
• 每一個程序員至少閱讀兩次的 10 篇技術論文
• WIRED’s 10 Most Hardcore Tech Stories of the Year

 

名人名家

• Google Jeff Dean的Software Engineering Advice
• 阿里DBA jametong’s 2014 Readings list
• Leslie Lamport, 2013圖靈獎得主分享
• Jeff Preshing併發編程blog(focus c++)
• Netflix company culture deck
• 54張PPT講述Google的創新邏輯

 

網絡

• 介紹了Linux Network中的Driver Queue、Queuing Disciplines，優化及調優策略等
• bsd網絡調優 (https://calomel.org/network_performance.html)
• Enabling Linux* Network Support of Hardware Multiqueue Devices
• 圖解SSL/TLS協議
• 關於FIN_WAIT1
• Fastsocket of Linux kernel 內核層網絡棧優化項目Fastsocket背後的故事
• https-ssl-tls
• TCP的那些事兒（上）
• TCP的那些事兒（上）

 

編程

• The C++14 Standard: What You Need to Know
• leetcode訓練寫代碼
• 傻瓜函數式編程
• Functional Design Patterns
• 支持javascript的處理器
• google編寫可測試的代碼
• 一年成爲Emacs高手(像神同樣使用編輯器)
• 軟件開發方法論的二十六篇經典
• The Log: What every software engineer should know about real-time data’s unifying abstraction
• Understanding the Erlang Scheduler
• Coding for SSDs
• reactive programming
• 顛覆式前端UI開發框架：React
• Android 開發 之 JNI入門 – NDK從入門到精通
• 多核編程入門
• stanford haskell教程
• The Hidden Costs That Engineers Ignore
• 關於Python編程的一些問答
• 深刻理解Java 8 Lambda
• 讓併發和容錯更容易：Akka示例教程
• 知無涯之回車換行的故事
• Cello is a library that introduces higher level programming to C

 

書籍

• 《高效能程序員的修煉》 Jeff Atwood文章合集
• 《程序員的吶喊》 Steve Yegge(google)
• top 技術書籍 The Datacenter as a Computer
• 國外程序員推薦：每一個程序員都應該讀的非編程書
• Developer Reading List
• mysql-ebooks
• 計算的本質：深刻剖析程序和計算機
• how-to-start-to-learn-high-scalability
• 《孫鍾秀 . 操做系統教程》註釋
• Out of Control: The New Biology of Machines, Social Systems, & the Economic World 《失控》中比較嚴重的誤譯
• What Technology Wants
• Distributed systems: for fun and profit

 

會議

• Monitorama會議的Slides集合
• Fast Database Restarts at Facebook (SIGMON2014 討論如何讓內存數據庫快速啓動)
• What – if anything – have we learned from C++? Bjarne Stroustrup分享 c++14身影出現
• From Parallel to Concurrent Google首席工程師、Go語言之父、一代傳奇From Parallel to Concurrent
• HBaseCon 2014 Presentations & Video
• vldb 2014 papers
• Netflix在MLSS 2014上關於推薦系統的Talk
• Machine Learning Summer School 2014
• 2014.dsn.org
• An Overview of Kernel Lock Improvements
• MySQL Central @ OpenWorld 2014 ppt
• CIKM 2014 有Jeff Dean
• Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis(ICML Best Paper)

 

工具

• google多線程數據競爭檢測工具 在gcc 4.8版本被採用blog地址
• google內存未初始化檢測工具
• google內存使用檢測工具
• Android異步編程
• 基於ssd的開源nosql產品aerospike-server
• stap++ – Simple macro language extensions to systemtap
• PlantUML:git 畫圖工具
• 10個頂級的Java性能分析工具
• Linux Performance Tools
• facebook folly c++11 工具庫
• double conversion優化版
• computer architecture education tools
• The Best Plugins for Sublime Text Sublime Text一款跨平臺的代碼編輯器
• Linux Performance Tools 2014
• Snowman is a native code to C/C++ decompiler
• Jolt Awards 2015: Coding Tools

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