A Libertine of Computer Science
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Category: Research
CPU Basics [CPU基础]
NLP and LLM [A High-level Introduction]
Reservoir Sampling [蓄水池抽样算法]
Introduction to Disk-oriented DBMS
Query Suspend and Resume
NUMA[Non-Uniform Memory Access] 非均匀内存访问架构
Buffer vs Cache [缓冲 vs 缓存]
Revisit Join
Pull-based vs Push-based Query Engine
Reinforcement Learning--A3C
Reinforcement Learning--REINFORCE
Reinforcement Learning--Deep Q Network[DQN]
Reinforcement Learning--Temporal-Difference
Reinforcement Learning--Monte-Carlo
Reinforcement Learning--Markov Decision Process
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
Reinforcement Learning--Taxonomy
Reinforcement Learning--Element
Concurrency vs. Parallelism [并发和并行]
Data Parallelism vs. Model Parallelism in Deep Learning Training [深度学习中的数据并行和模型并行]
Multi-Armed Bandit Problem [多臂赌博机问题]
OpenAI Gym Tutorial [OpenAI Gym教程]
Introduction to GPU and CUDA [GPU和CUDA简介]
Machine Learning Evaluation Metric--Binary Classification [机器学习评价标准--二分类]
Introduction to Convolutional Neural Network [卷积神经网络介绍]
A Fast and Practical Hash Function [一个快速实用的Hash函数]
Introduction to Bitcoin & Blockchain [比特币和区块链介绍]
Log-Structured Merge Trees [LSM Tree 介绍]
Twitter Snowflake Algorithm [分布式自增ID算法Snowflake]
Write Amplification in SSD [SSD中的写入放大]
Lock in DBMS [数据库系统中的锁]
Database Conflict Serializability [数据库冲突可串行化]
Database Memory Mangement [硬盘数据库内存管理]
Huffman Code [哈（霍）夫曼编码]
Minimum Spanning Tree [最小生成树算法]
Introduction to Neural Network and Deep Learning [从神经网络到深度学习]
Dijkstra algorithm [Dijkstra最短路径算法]
Floyd–Warshall Algorithm [弗洛伊德最短路径算法]
Stack-based Buffer Overflow [基于栈的缓存溢出攻击]
Log-structured File Systems(LFS) [基于日志结构文件系统]
Fast File System [快速文件系统]
Andrew File System [安德鲁文件系统]
Network File System [网络文件系统]
Priority Inversion [优先级反转]
GFS Rethink [GFS回顾]
Idempotent [幂等性]
Concepts of Unix File System [Unix文件系统基本概念]
Mesa Monitor [Mesa管程]
Hoare Monitor [Hoare管程]
Retrospect of Basic Concepts in Operating System [操作系统基本概念回顾]
Parallel Database Architecture [并行数据库架构]
Caching vs. Anti-Caching [缓存和反缓存]
Sequential Consistency [顺序一致性]
Introduction to B+ Tree [B+树简介]
Introduction to BASE [BASE理论介绍]
Introduction to CAP [CAP理论简介]
Introduction to NoSQL [NoSQL简介]
Prior Probability and Posterior Probability [先验概率和后验概率]
Maximum-Likelihood Estimation [最大似然估计]
Likelihood Function [似然函数]
Collaborative Filtering [协同过滤]
Introduction to B Tree [B树简介]
Introduction to Concurrence Control in database [数据库并发控制概述]
Introduction to Paxos (2) [Paxos简介(2)]
Introduction to Paxos (1) [Paxos简介(1)]
Introduction to 3PC [三阶段提交协议简介]
Introduction to 2PC [二阶段提交协议简介]