Textbook and References What is DSP Applications of DSP Why Digital

What is System Hang and How to Handle it?

• Application scenarios • What is graph search? • Three types of graph search • Problems and challenges • Related techniques • Summary

1 History 2 Preparatory knowledge 3 XOR problem 4 MLP is doing what? 5 Tilling Algorithm 6 Learning algorithm for MLP of differentiable activation function

1 What Is Density Functional Theory? 2 DFT Calculations for Simple Solids 3 Nuts and Bolts of DFT Calculations 4 DFT Calculations for Surfaces of Solids 5 DFT Calculations of Vibrational Frequencies 6 Calculating Rates of Chemical Processes Using Transition State Theory 7 Equilibrium Phase Diagrams from Ab Initio Thermodynamics 8 Electronic Structure and Magnetic Properties 9 Ab Initio Molecular Dynamics 10 Accuracy and Methods beyond “Standard” Calculations

◼ What Is a Format String ◼ Format Functions ◼ Ellipsis and va_args ◼ Summary ◼ Using Format Strings ◼ Format Tokens ◼ Types of Format Specifiers ◼ Summary ◼ Format String Vulnerability ◼ Abusing Format Strings ◼ Reading Memory ◼ Writing to Memory ◼ Summary ◼ Finding Format String Bugs ◼ FlawFinder

 1.1 What’s big data?  1.2 Overview of data analysis  1.3 Overview of data mining  1.4 Make requirement for different professional applications

4.1 introduction 4.2 virtual circuit and datagram networks 4.3 what’s inside a router 4.4 IP: Internet Protocol ▪ datagram format ▪ IPv4 addressing ▪ ICMP ▪ IPv6 4.5 routing algorithms ▪ link state ▪ distance vector ▪ hierarchical routing 4.6 routing in the Internet ▪ RIP ▪ OSPF ▪ BGP 4.7 broadcast and multicast routing

 Why, What, How  Creational, Structural and Behavioral Patterns

• What is AI • Why AI in Wireless Networks • Reinforcement Learning at Mobile Network Edge • Case Study - SMART Handoff Policy in mmWave HetNets - Multi-Agent RL-Based Content Local Caching