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I am a graduate student and my interests include big data, neural networks, and web development.

RDD Programming

OVERVIEW
Actor Model
Netty
select / poll、信号驱动 IO、epoll
Java NIO

OVERVIEW
Gin
- Route
- Gin Context
Go MemModel
Go Sync
- Pool
- Mutex & RWMutex
- Cond
- Once
- WaitGroup
- Map
- Atomic
Go container
- List
- Ring
- Heap
IPC sig

OVERVIEW
Spark 并发模型
- RDD
- TreeNode
- Shuffle
- SQL 提交流程
线性模型
字典树
拉格朗日乘子法

OVERVIEW
Pytorch
神经网络
SparkPlanner
- Aggregation
- Join
Spark Expression

OVERVIEW
Kafka
Docker
Spark Shuffle

OVERVIEW
Apache Arrow

Paper Reading
Scratch

Reference
Linear Regression
Generative learning algorithms
Support vector machines
Neural Network
Generalization
Regularization
Evaluation
K-means alogrithm
EM algorithm

§1 Probability Introduction
§2 Random Variables

Recurrent Neural Network
Milestone papers
Paper Reading

Overview
Cache

Two Sum
Add Two Numbers
Longest Substring Without Repeating Characters
Median of Two Sorted Arrays

Overload

Ref
TODO
语法基础
面向对象编程
- interface & struct
- 反射
标准容器
- 数组
- slice
- map
- List
- Ring
- Heap
并发编程
- Channel
- Go Sync
- Pool
- Mutex & RWMutex
- Cond
- Once
- WaitGroup
- Map
- Context & 定时器
- Context
- Timer
Go内部实现机制
标准库
- Go container
- List
- Ring
- Heap
- net/http
常用库
- panjf2000/ants

Features
- Window
- Shortcut

Overview

ohmyzsh
Data Science Env
- Pytorch
- Just install it
Developer Tools
C++

PEFT
- LoRA
- LST
Transformer
- Attention
Benchmark

Paper
- SPF
- SOTER
- SLALOM
- Delphi
Overview
Baseline
Homomorphic Encryption
Verifiable Execution
Quantization
Slide
Experiment
Related Paper

Confidential Computing
- Privacy-Preserving Machine Learning
- Trusted Execution Environment
Machine Learning
Related