CS590CC: Cloud Computing
Fall 2021
   

Overview

Schedule

 

 

 

The schedule of topics below is tentative and may be changed as deemed appropriate. Dates on topics will be updated as they are covered.
  Topics (spanning 2-4 lectures each) Tutorials Class videos Lecture notes, assignments (posted on Gradescope), and other readings
T1

Introduction
[Sep 1] Class overview; introduction to cloud computing; introduction to distributed systems;

Writing a simple distributed client-server program

Sockets:
[java] , [python]

Message queues

RPC/RMI: [java: tutorial, code] [python: tutorial, code] [C: tutorial, code]

 

TS Ch.1

Sockets slides

T2

Distributed time and coordination
Clock synchronization; Lamport clocks; vector clocks; totally-ordered multicast

Mutual exclusion, leader election, consistent snapshots
Intro. to AWS EC2

 

TS Ch. 6 (2e, 3e)

 

HW1

PA1: Time synchronization protocol

Distributed snapshot(optional reading)

T3

Consistency and replication 
Consistency models and data replication; replicated data stores

Amazon Dynamo case study (consistent hashing, version vectors, sloppy quorums, hinted handoffs, gossip, merkle trees, etc.)



Case study systems: Amazon DynamoDB, Apache Cassandra (Facebook)

 

TS Ch. 7 (2e, 3e)

HW2

Dynamo SOSP'07 paper (required reading)

PA2: Distributed key-value service

T4
Fault tolerance and consensus
Fault and network models; distributed commit protocols; byzantine agreement

 

 

HW3

TS Ch. 8 (2e, 3e)

  In-class midterm   no lecture  
T5
Consensus (cont'd), replicated state machines, primary backup, byzantine fault tolerance
 

 

Consensus and RSMs

Paxos Made Simple

The original Paxos paper "in Greek" (optional reading)

T6

Case study systems (cont'd) Case study systems: Yahoo! ZooKeeper (Yahoo), Chubby (Google), Spanner (Google)

 

Required reading papers:

PA3: Consensus and RSMs

HW4

Optional reading papers:

  • (OSDI'04) Chubby lock service (one of the earliest production deployment experience reports of Paxos)
T7 Datacenter network architectures: virtualization, Clos topologies, optical  

Datacenter networking notes

Required reading papers:

 

T8 Public cloud platforms: Amazon EC2, Google AppEngine, Microsoft Azure 

 

 

PA4: Public cloud environments

 

 

 

  Take-home final (TBD)  
  Additional topics subject to time availability  


Security and privacy issues in public clouds
  Software-defined networking