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Learn moreComputer Networking
Free Course
Security and Software Defined Networking
Estimated time
Approx. 3 Months
Skill level
Intermediate
Prerequisites
See prerequisites in detail
In collaboration with
About this course
This class is offered as CS6250 at Georgia Tech where it is a part of the Online Masters Degree (OMS). Taking this course here will not earn credit towards the OMS degree.
This course covers advanced topics in Computer Networking such as Software-Defined Networking (SDN), Data Center Networking and Content Distribution. The course is divided into three parts:
Part 1 is about the implementation, design principles and goals of a Computer Network and touches upon the various routing algorithms used in CN (such as link-state and distance vector).
Part 2 talks about resource control and content distribution in Networking Applications. It covers Congestion Control and Traffic Shaping.
Part 3 deals with the operations and management of computer networks encompassing SDN's (Software Defined Networks), Traffic Engineering and Network Security.
What you will learn
Introduction
- Computer Networking Overview
- What This Class is Not About
Architecture & Principles
- A Brief History of the Internet
- Architectural Design Principles
- Packet Switching
- File Transfer
- End to End Argument Violations
Switching
- Switching and Bridging
- Bootstrapping: Networking Two Hosts
- ARP: Address Resolution Protocol
- Interconnecting LANs with Hubs
- Switches: Traffic Isolation
- Spanning Tree
- Switches vs. Routers
- Buffer Sizing for a TCP Sender
Routing
- Internet Routing
- Intra-AS Topology
- Distance-Vector Routing
- Link State Routing
- Interdomain Routing
- IGP vs. iBGP
- BGP Route Selection
- Multiple Exit Discriminator (MEI)
- Interdomain Routing Business Models
Naming, Addressing & Forwarding
- IP Addressing
- Pre-1994: “Classful” Addressing
- IP Address Allocation
- Classless Interdomain Routing (CIDR)
- Multihoming Frustrates Aggregation
- Address Lookup Using Tries
- Memory Efficiency and Fast Lookup
- Alternatives to LPM with Tries
- NAT and IPv6
- Network Address Translation (NAT)
Router Design Basics
- Router Design
- Basic Router Architecture
- Decision: Crossbar Switching
- Switching Algorithm: Maximal Matching
- Head of Line Blocking
- Scheduling and Fairness
- Max-Min Fairness
Domain Name System (DNS)
- Record Types
- Examples (using “dig”)
- Lookup IP Address
Congestion Control & Streaming
- Congestion Control
- AIMD (TCP Congestion Control)
- Data Centers & TCP “Incast”
- Barrier Synchronization & Idle Time
- Multimedia & Streaming
- Digitizing Audio & Video
- Streaming Video
- Skype
Rate Limiting and Traffic Shaping
- Traffic Classification & Shaping
- Source Classification
- Leaky Bucket Traffic Shaping
- (r, t) Traffic Shaping
- Shaping Bursty Traffic Patterns
- Power Boost
- Effects on Latency
- Buffer Bloat
- Packet Monitoring
Content Distribution
- The Web and Caching
- HTTP Requests
- Persistent Connections
- Content Distribution Networks (CDNs)
- Server Selection
- Content Routing
- Bit Torrent
- Solution to Freeriding: “Choking”
- Distributed Hash Tables
- Consistent Hashing
Software Defined Networking
- Network Management Overview
- Software Defined Networking (SDN)
- Control and Data Planes
- Different SDN Controllers
- NOX: Overview
- Ryu, Floodlight, Nox and Pox
- Customizing Control
Traffic Engineering
- Traffic Engineering Overview
- Interdomain Traffic Engineering
- Measuring, Modeling and Controlling Traffic
- Link Utilization Function
- BGP in Interdomain Traffic Engineering
- Multipath Routing
- Data Center Networking
- Valiant Load Balance
- Jellyfish Data Center Topology
Network Security
- Internet is Insecure
- Resource Exhaustion
- Routing Security
- Origin and Path Authentication
- DNS Security
- DNS Cache Poisoning
Internet Worms
- Viruses and Internet Worms
- Internet Worm Lifecyle
- First Worm: “Morris” Worm
- Worm Outbreaks in Detail
- Modeling Fast-Spreading Worms
Spam
- Spam
- IP Blacklisting
Denial of Service (DoS) Attacks
- TCP 3-Way Handshake
- Inferring Denial of Service Activity using Backscatter
- Automated DoS Attack Mitigation
- MTPCP
Prerequisites and requirements
The ideal preparation for this course would be the successful completion of an undergraduate level Computer Networking course. An understanding of the TCP/IP protocol and the its layer model is recommended. Basic knowledge of python (such as through Intro to Computer Science) is required.
You should be comfortable with the implementation of basic search algorithms and a working knowledge of Linux and virtual machines is recommended.
See the Technology Requirements for using Udacity.
Why take this course?
Want to build on your Computer Networking knowledge or move into Network Engineering positions such as Systems Admin, Network Admin or Technical Operations (WebOps)? If so, this is the class for you.
Computer Networking takes a hands-on approach to teaching very technical material, using Mininet (a network emulator) to show you how a computer network functions, what factors contribute to its efficiency and how to overcome inherent limitations.
Learn with the best.
Nick Feamster
Instructor
Joshua Valdez
Instructor