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Lec 14 Parallel Machine Learning (Part 2)
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C++ Primer Plus
C++ Primer Plus
Chapter 2 开始学习C++
Chapter 3 处理数据
Chapter 4 复合类型
Chapter 5 循环与关系表达式
Chapter 6 分支语句与逻辑运算符
Chapter 7 函数 - C++的编程模块
Chapter 8 函数探幽(上)
Chapter 8 函数探幽(下)
Chapter 9 内存模型和名称空间
Chapter 10 对象和类
Chapter 11 使用类
Chapter 12 类和动态内存分配
Chapter 13 类继承
Chapter 14 C++中的代码重用
Chapter 15 友元、异常和其他
Chapter 16 String类和标准模板库
Chapter 17 输入、输出和文件
Chapter 18 探讨C++新标准
Computer Systems - A Programmer's Perspective
Computer Systems - A Programmer's Perspective
Chapter 2 信息的表示和处理
Chapter 3 程序的机器级表示
Chapter 5 优化程序性能
Chapter 6 存储器的层次结构
Chapter 7 链接
ICS Part1 Conclusion
ICS Part2 Conclusion
Lab 1 Data Lab
Lab 2 Bomb Lab
Lab 3 Attack Lab
Lab 4 Cache Lab
Lab 5 Optimization Lab
Lab 6 Linker Lab
Appendix I 常见汇编指令
Great Ideas in Computer Architecture (Machine Structures)
Great Ideas in Computer Architecture (Machine Structures)
Course
Course
Lecture 1 Number Representation
Lecture 2 C Programming Language
Lecture 3 Pointer, Array, String
Lecture 4 Memory (Mis)Management
Lecture 5 C Generics and Function Pointers
Lecture 6 Floating Point
Lecture 7 Intro to RISC-V
Lecture 8 Data Transfer
Lecture 9 Decision Making and Logical Operations
Lecture 10 RISC-V Procedures
Lecture 13 Running a Program - CALL
Lecture 14 Introduction to SDS
Lecture 15 Combinational Logic
Lecture 16 SDS State
Lecture 17 Combinational Logic Blocks
Lab
Lab
Lab00 Intro, Setup
Lab01 C
Computer Networking - A Top-Down Approach
Computer Networking - A Top-Down Approach
Chapter 1 计算机网络概述
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Chapter 3 传输层
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Chapter 5 网络层 - 控制平面
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Probability Theory
Probability Theory
Mathematical Physics Equations
Mathematical Physics Equations
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Circuit
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Info Theory
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Lecture 6 Data Compression Part2
Lecture 7 Data Compression Part3
Lecture 8 Channel Capacity Part1
Lecture 9 Channel Capacity Part2
Lecture 10 Channel Capacity Part3
Lecture 11 Differential Entropy Part1
Lecture 12 Differential Entropy Part2
Lecture 13 Gaussian Channel
Lecture 14 Review
Algorithm Design and Analysis
Algorithm Design and Analysis
Part 1 期末备考指南
Part 2 常用算法模板
Part 3 练习题
ICPC Training
ICPC Training
STL in ICPC
Software Defined Network
Software Defined Network
Lecture 1 Network Fundamentals
Lecture 2 Internet and Data Center Networks
Lecture 3 Virtualization
Lecture 4 Mininet
Lecture 5 SDN and OpenFlow
Lecture 6 OpenFlow
Lecture 7 SDN Control Plane
Lecture 8 Network Verification
Introduction to 2D Game Development
Introduction to 2D Game Development
Module 0 Introduction to Unity
Module 1 Game Engine + Objects
Module 2 Bounds + Navigation
Module 3 UI, Interaction, Game Manager, Gradual Changes, Autonomous Behavior
Module 4 Camera manipulations, and multiple views
Compilers
Compilers
Lecture 0 Overview
Lecture 1 Lexer-1
Lecture 2 Lexer-2
Lecture 3 RE and Automata
Lecture 4 CFG and PDA
Lecture 5 LL(1)
Lecture 6 A*
Lecture 7 Symbol Table
Lecture 8 Semantics Analysis
Lecture 9 Intermediate Code Generation
Lecture 10 Runtime Space
Introduction to Artificial Intelligence
Introduction to Artificial Intelligence
Chapter 2 Agent
Chapter 3 Uninformed Search
Chapter 4 Informed Search
Chapter 5 Beyond Classical Search
Chapter 6 Adversarial Search
Chapter 7 CSP
Chapter 8 Quantifying Uncertainty
Chapter 9 Probabilistic Reasoning
Chapter 10 Making Simple Decisions
Chapter 11 Linear Models for Regression
Chapter 12 Linear Models for Classification
Database System
Database System
Course
Course
Chapter 0 Preface
Chapter 1 Introduction
Chapter 2 ModernSQL
Chapter 3 Storage Part1
Chapter 4 Storage Part2
Chapter 5 Storage Model & Compression
Chapter 6 Memory Management
Chapter 7 Hash Tables
Chapter 8 B+ Trees
Chapter 9 Index Concurrency Control
Chapter 10 Sorting & Aggregations
Chapter 11 Join Algorithms
Chapter 12 Query Execution Part 1
Chapter 13 Query Execution Part 2
Chapter 14 Query Planning & Optimization
Chapter 15 Concurrency Control Theory
Chapter 16 Two-Phase Locking
Chapter 17 Timestamp Ordering Concurrency Control
Chapter 18 Multi-Version Concurrency Control
Chapter 19 Logging
Chapter 20 Recovery
Appendix 1 Relational Algebra
Assignments
Assignments
Project 0
Computer Security
Computer Security
Course
Course
Lecture 1 Security Principles
Lecture 2 X86 and Call Stack
Lecture 3 Memory Safety Vulnerabilities
Lecture 4 Memory Safety Vulnerabilities
Lecture 5 Mitigating Memory Safety Vulnerabilities
Lecture 13 Introduction to Web
Lecture 14 Cookies and CSRF
Lecture 15 XSS and UI Attacks
Lecture 16 SQL Injection and CAPTCHAs
Internet Architecture
Internet Architecture
Applications of Parallel Computers
Applications of Parallel Computers
Lec 1 Introduction & Overview
Lec 2 Memory Hierarchies and Matrix Multiplication
Lec 3 Matrix Multiplication and the Roofline Model
Lec 4 Shared Memory Programming - Mostly OpenMP
Lec 5 Sources of Parallelism and Locality in Simulation
Lec 6 More on Communication-optimal Matmul
Lec 7 Introduction to GPUs
Lec 8 Data Parallel Algorithms
Lec 9 Distributed Memory Machines and Programming
Lec 10 Advanced MPI and Collective Communication Algorithms
Lec 11 UPC++
Lec 12 Parallel Machine Learning (Part 1)
Lec 13 Ray - A universal framework for distributed computing
Lec 14 Parallel Machine Learning (Part 2)
Lec 15 Dense Linear Algebra (Part 1)
Lec 16 Dense Linear Algebra (Part 2)
优秀论文整理
优秀论文整理
计算机网络
计算机网络
SIGCOMM16 RDMA
SIGCOMM16 RDMA
Abstract
Background
Introduction
Conclusion
DSCP-BASED PFC
RDMA Transport Livelock
PFC Deadlock
NIC/PFC Pause Frame Storm
Slow Receiver Symptom
RDMA in Production
Experiences
Related Work
Conclusion
Review
Some Ideas
ICDCS23 Less is More
ICDCS23 Less is More
Abstract
Introduction
Background
Motivation
DSH Design
Evaluation
Related Work
Conclusion
Review
ASPLOS23 MSCCL
ASPLOS23 MSCCL
Abstract
Introduction
MSCCLANG Example
MSCCLANG DSL
MSCCLANG Lowering Programs
MSCCLANG Schedulding Programs
MSCCLANG RUNTIME
EVALUATION
RELATED WORK && CONCLUSION
JCST23 xCCL
JCST23 xCCL
Abstract
Introduction
Collective Communication Routines
Network Topologies for Collectives
Collective Communication Algorithms
Industry Solutions — xCCL
Conclusions
ScienceDirect09 Two-tree Algorithms
ScienceDirect09 Two-tree Algorithms
Abstract
EuroSys24 Unison
EuroSys24 Unison
Abstract
Background
Why Don't We Use PDES in Practice
Unison Design
Implementation
Evaluation
Discussion and Conclusion
SIGCOMM09 FatTree
SIGCOMM09 FatTree
Abstract
Introduction
Background
SIGCOMM24 dSDN
SIGCOMM24 dSDN
Abstract
Introduction
Case
Design and Implementation
Consensus-Free Convergence
NSDI23 SkyPilot
NSDI23 SkyPilot
Abstract
Related Concepts and Recent Developments
The Vision of Sky Computing
Intercloud Broker
Experiments
Deployment Experience
Related Work
Conclusion
HotOS21 Sky Computing
HotOS21 Sky Computing
Abstract
Historical Context
Lessons from the Internet
Compatibility Layer
Intercloud Layer
Peering Between Clouds
Speculations About The Future
Conclusion
SIGCOMM23 In-network Reordering for RDMA
SIGCOMM23 In-network Reordering for RDMA
Abstract
Introduction
Reordering out-of-order packets
ConWeave
Evaluation
Discussion and Future Work
SOSP21 dSpace
SOSP21 dSpace
Abstract
Design Goals and Rationale
Design
Programming and Execution Model
Runtime Architecture
Conclusion
部分实验复现
部分实验复现
Unison
Unison
文件结构分析
设计框架分析
源码mtp分析
实验数据复现
11月实验小结
SkyPilot
SkyPilot
Log Issue
科研软件指南
科研软件指南
ns-3
ns-3
0 ns-3 基础配置
1 ns-3 入门程序解析
2 ns-3 参数控制
3 ns-3 模拟建立拓扑
4 ns-3 Tracing的全部实现机理
5 ns-3 Data Collection
6 ns-3 复盘思考
7 ns-3 MacOS
mininet
mininet
0 mininet preface
1 mininet walkthrough
SkyPilot
SkyPilot
1 Implementation of SkyPilot
2 QuickStart of SkyPilot
3 SkyPilot Serve
4 SkyServe Usage
5 SkyPilot and Other Systems
6 SkyServe CLI
自我介绍
自我介绍
个人特点
个人能力
个人经历
《胡说》
《胡说》
慢生活的思考
游戏开发体验
F-1签证办理全过程
马理论的期末复习突击
习概的期末复习突击
形式语言与编译期末突击-1
形式语言与编译期末突击-2
Lecture 14 Parallel Machine Learning, Part 2
¶
Unsupervised and Semi-Supervised Learning
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