同济大学：《大学计算机基础》课程教学资源（教案讲义）Fundamentals of Network 2

FairCloud：Sharing the Network in Cloud Computing

▪ Perceptron Introduction ▪ Deep Neural Network Structure ▪ Backpropagation

 MAC (Medium Access Control)  Ethernet  CSMA/CD  Backoff Algorithm  Frame Structure  Experiences with Ethernet  Bridges and LAN switches  Reading list

• Introduction • Supervised Learning – Convolutional Neural Network – Sequence Modelling: RNN and its extensions • Unsupervised Learning – Autoencoder – Stacked DenoisingAutoencoder • Reinforcement Learning – Deep Reinforcement Learning – Two applications: Playing Atari & AlphaGo

1 I/O Hardware and I/O control methods Polling (轮询方式) Interrupts (中断方式) Direct Memory Access (DMA方式) I/O hardware summary 2 Application I/O Interface Block and Character Devices Network Devices Clocks and Timers Blocking (阻塞) and Nonblocking (非阻塞) I/O 3 Kernel I/O Subsystem I/O Scheduling Buffering (缓冲机制) Caching, Spooling & device reservation Error Handling I/O Protection Kernel Data Structures 4 Transforming I/O Requests to Hardware Operations 5 Performance

1、引例 2、贝叶斯概率基础 3、贝叶斯网络概述 4、贝叶斯网络的预测、诊断和训练 4.1 贝叶斯网络的预测 4.2 贝叶斯网络的诊断 4.3 贝叶斯网络的训练

中国科学技术大学：《网络信息安全 NETWORK SECURITY》课程教学资源（PPT课件讲稿）复习提纲

中国科学技术大学：《网络信息安全 NETWORK SECURITY》课程教学资源（PPT课件讲稿）网络攻击（例子）

• 计算机病毒概述 • 计算机病毒原理 • 计算机病毒编制的关键技术 • 蠕虫 • 木马 • 病毒对抗技术