转: 2014技术文章合辑

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分布式系统

理论

• A Distributed Systems Reading List
• 卡内基梅隆大学分布式系统阅读清单
• 分布式基础 网页公开课
• The Space Between Theory and Practice in Distributed Systems
• 面向分布式系统工程师的分布式系统理论
• Berkeley Implementation of Database Systems reading list
• 分布式文件系统简介
• Raft：Understandable Distributed Consensus 可视化的分布式一致性RAFT算法
• the clean architecture
• Calculating Availability – Redundant Systems
• 系统架构领域的一些学习材料
• Data Structures and Algorithms for Big Databases.pdf
• Intro to Distributed Hash Tables
• google Influential Papers for 2013
• Distributed systems: for fun and profit

 

系统应用与实践

• Apache Spark 的设计与实现
• storm vs spark-streaming
• spark summit 2013+slides
• Real time insights into LinkedIn’s performance using Apa
• 解析Google集群资源管理系统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分布式容器技术初体验
• facebook apollo
• facebook工程师Apollo: Strong consistency at scale
• The Story of Apollo – Amazon’s Deployment Engine
• Mesa：Google最新曝光的实时数据仓库系统
• Scaling Memcache at Facebook
• 支付宝大 规 模 S O A 系 统 中 的 分 布 事 务 处 理
• Mantis: Netflix’s Event Stream Processing System
• MySQL 5.6 Replication Architecture

 

计算机体系结构

• articles & papers lighterra
• Computer Science from the Bottom Up
• 计算机体系结构发展历史
• 历代CPU架构
• GPLGPU: An Open-Source GPU
• “中断”的历史
• Linux I/O Stack Diagram
• 介绍了Linux Network中的Driver Queue、Queuing Disciplines，优化及调优策略等
• Enabling Linux* Network Support of Hardware Multiqueue Devices
• Linux Cgroups 详解
• An Overview of Kernel Lock Improvements
• long does it take to make a context switch?
• Performance Review of Zero Copy TechniquesLinux
• goroutine背后的系统知识
• 一个“蝇量级” C 语言协程库
• State Threads 回调终结者
• 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
• 从零开始写一个简单的操做系统
• Xv6, a simple Unix-like teaching operating system
• redhat developer blog

 

性能优化

• Software optimization resources
• Three Optimization Tips for C++
• Tips for Optimizing C/C++ Code
• C++ Optimization Strategies and Techniques
• bsd网络调优 (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优化
• Linux Performance and Tuning Guidelines 来自IBM的Linux Performance红皮书,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)

 

机器学习

• A Programmer’s Guide to Data Mining
• deep learning read list
• machine learning blog
• Neural Networks and Deep Learning 神经网络的免费在线书
• Machine Learning Theory: An Introductory Primer
• Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis(ICML Best Paper)
• Science上发表的超赞聚类算法
• 不平衡数据分类
• 关注于 机器学习、数据挖掘、并行计算、数学的blog
• 源码
• Big Data Digest
• 推荐系统的19个开源工具
• recommendation的相关论文
• ADKDD好文：Facebook广告点击预测模型
• Sibyl: A System for Large Scale Machine Learning at Googlevideo
• Graduate Summer School: Deep Learning, Feature Learning
• LinkedIn最新的推荐系统文章
• 知识图谱与搜索引擎领域内的文献
• Numenta Platform for Intelligent Computing a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms

 

教程&&资源

• 号称全世界最好的课程网站 www.coursera.org
• 号称资源丰富的电子图书馆
• Awesome list of C++ resources
• 国外程序员整理的 C++ 资源大全
• Xv6, a simple Unix-like teaching operating system
• google计算机在线课程
• 伯克利OS教程
• 一个大学统计学教授推荐的统计学书单及书评
• Neural Networks and Deep Learning 神经网络的免费在线书
• Machine Learning Theory: An Introductory Primer
• deep learning read list
• machine learning blog
• 关注于 机器学习、数据挖掘、并行计算、数学的blog
• Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
• 10 Articles Every Programmer Must Read
• 一个合格的程序员应该读过哪些书 老版本
• 程序猿最应去的网站有哪些？
• 演算法筆記
• Know Thy Complexities! 算法和数据结构复杂度
• 每一个程序员至少阅读两次的 10 篇技术论文
• 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图灵奖得主分享
• Jeff Preshing并发编程blog(focus c++)
• Netflix company culture deck
• 54张PPT讲述Google的创新逻辑

 

网络

• 介绍了Linux Network中的Driver Queue、Queuing Disciplines，优化及调优策略等
• bsd网络调优 (https://calomel.org/network_performance.html)
• Enabling Linux* Network Support of Hardware Multiqueue Devices
• 图解SSL/TLS协议
• 关于FIN_WAIT1
• Fastsocket of Linux kernel 内核层网络栈优化项目Fastsocket背后的故事
• https-ssl-tls
• TCP的那些事儿（上）
• TCP的那些事儿（上）

 

编程

• The C++14 Standard: What You Need to Know
• leetcode训练写代码
• 傻瓜函数式编程
• Functional Design Patterns
• 支持javascript的处理器
• google编写可测试的代码
• 一年成为Emacs高手(像神同样使用编辑器)
• 软件开发方法论的二十六篇经典
• The Log: What every software engineer should know about real-time data’s unifying abstraction
• Understanding the Erlang Scheduler
• Coding for SSDs
• reactive programming
• 颠覆式前端UI开发框架：React
• Android 开发 之 JNI入门 – NDK从入门到精通
• 多核编程入门
• stanford haskell教程
• The Hidden Costs That Engineers Ignore
• 关于Python编程的一些问答
• 深刻理解Java 8 Lambda
• 让并发和容错更容易：Akka示例教程
• 知无涯之回车换行的故事
• Cello is a library that introduces higher level programming to C

 

书籍

• 《高效能程序员的修炼》 Jeff Atwood文章合集
• 《程序员的呐喊》 Steve Yegge(google)
• top 技术书籍 The Datacenter as a Computer
• 国外程序员推荐：每一个程序员都应该读的非编程书
• Developer Reading List
• mysql-ebooks
• 计算的本质：深刻剖析程序和计算机
• how-to-start-to-learn-high-scalability
• 《孙钟秀 . 操做系统教程》注释
• Out of Control: The New Biology of Machines, Social Systems, & the Economic World 《失控》中比较严重的误译
• What Technology Wants
• Distributed systems: for fun and profit

 

会议

• Monitorama会议的Slides集合
• Fast Database Restarts at Facebook (SIGMON2014 讨论如何让内存数据库快速启动)
• What – if anything – have we learned from C++? Bjarne Stroustrup分享 c++14身影出现
• From Parallel to Concurrent Google首席工程师、Go语言之父、一代传奇From Parallel to Concurrent
• HBaseCon 2014 Presentations & Video
• vldb 2014 papers
• Netflix在MLSS 2014上关于推荐系统的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多线程数据竞争检测工具 在gcc 4.8版本被采用blog地址
• google内存未初始化检测工具
• google内存使用检测工具
• Android异步编程
• 基于ssd的开源nosql产品aerospike-server
• stap++ – Simple macro language extensions to systemtap
• PlantUML:git 画图工具
• 10个顶级的Java性能分析工具
• Linux Performance Tools
• facebook folly c++11 工具库
• double conversion优化版
• computer architecture education tools
• The Best Plugins for Sublime Text Sublime Text一款跨平台的代码编辑器
• Linux Performance Tools 2014
• Snowman is a native code to C/C++ decompiler
• Jolt Awards 2015: Coding Tools

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