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Building Scalable Distributed Systems

CS6650 Spring 2023

Instructors:

  • Section 1 - Ian Gorton, Khoury College of Computer Sciences, Northeastern University, Seattle Campus
  • Section 2 - Vishal Rajpal, Khoury College of Computer Sciences, Northeastern University, Seattle Campus

Logistics

This is an onground class taught on the Seattle Campus, 225 Terry Ave N

  • Section 1 - Room 416, Tues 9.30-1pm
  • Section 2 - Room 416, Fridays 6-9PM

Course Lead

  • Ian Gorton - i.gorton(at)northeastern.edu
  • Vishal Rajpal - v.rajpal(at)northeastern.edu

Office Hours -

  • Section 1 : Tuesday 2-4PM (PST)
  • Section 2 : After the class

Super Talented Teaching Assistants

  • Hongjian Cui - cui.ho(at)northeastern.edu
    • Wednesday 10-12AM (PST) via Zoom
  • Huiying Chen - chen.huiyi(at)northeastern.edu
    • Monday 9-11AM (PST) via Teams
  • Bingfan Tian - tian.bin(at)northeastern.edu
    • Thursday 2-4PM (PST) via Zoom
  • Peihao Zhu - zhu.pei(at)northeastern.edu
    • Sunday 8-10AM (PST) via Teams
  • Ziwei Wang - wang.ziwei2(at)northeastern.edu
    • Friday 2-4PM (PST) via Zoom
  • Zhuocai (Tsai) Li - li.zhuoca(at)northeastern.edu
    • Monday 2-4PM (PST) via Zoom

Overview

This course will cover the essential elements of distributed, concurrent systems and build upon that knowledge with engineering principles and practical experience with state-of-the-art technologies and methods for building scalable systems. Scalability is an essential quality of Internet-facing systems, and requires specialized skills and knowledge to build systems that scale at low cost.

Course Delivery

This site contains all the informtion for the course, except the quiz questions. Class will meet each week for 3 hour 20 mins. Classes will be a mix of lectures and labs.

Course Book

The book for the course, Foundations of Scalable Systems, is available for purchase at your favorite retailers, eg here. The course materials closely follow the book structure and content.

You can also access this and all O'Reilly books online through the Snell library.

Assessment

  • There are 4 individual assigments. They total 70% of the final grade.

  • There are 4 quizes. They combine to add up to the remaining 30% of the grade.

    • Quiz 1 covers weeks 1-4.
    • Quiz 2 covers weeks 5-8.
    • Quiz 3 covers weeks 9-12.
    • The last quiz will have questions that cover the whole course.
  • Each quiz will be allocated 45 minutes and be available at the start of the class in which it is scheduled.

Course Content

Modules

Week Topic Date (Section 1) Date (Section 2)
1 Introduction to Scalable Distributed Systems 1/10 1/13
2 Concurrency 1/17 1/20
3 Distributed Systems Architecture Whirlwind Tour 1/24 1/27
4 Distributed Systems Fundamentals 1/31 2/3
5 Scalable Service Design 2/7 2/10
6 Asynchronous Systems 2/14 2/17
7 Serverless Processing Systems 2/21 2/24
8 Microservices 2/28 3/3
9 Data Replication, Partitioning and Eventual Consistency 3/14 3/17
10 Strong Consistency and Distributed Databases 3/21 3/24
11 NoSQL Databases 3/28 3/31
12 Stream Processing 4/4 4/7
13 Final Quiz 4/11 4/14
14 Assignment 4 presentations 4/18 4/21

Assignments

Submission instructions and exact deadlines are on the course Canvas site.

Assignment Topic Due Date (Same for both sections)
1 Concurrency and Client-server 2/11
2 Building the Server 3/5
3 Adding the Data Layer 3/31
4 Mix Request Loads 4/21

Quizzes

Quizzes are held in class. Once you start you must finish within 45 minutes.

Quiz Date (Section 1) Date (Section 2)
1 2/7 2/10
2 3/21 3/17
3 4/4 4/7
4 4/11 4/14

There is also an ever evolving FAQ in which we try to capture common problems and their solutions. You are more than welcome to contribute to this by creating a pull request.

Reading

In addition to the course book, the following are great resources, and can be excellent references for this course and your future career.

  • Java Concurrency in Practice 1st Edition, Brian Goetz, Tim Peierls, Joshua Bloch, Joseph Bowbeer, David Holmes, Doug Lea
  • Distributed systems : concepts and design, Coulouris, George F. ; Dollimore, Jean. ; Kindberg, Tim. ; Blair, Gordon. Harlow, England ; Addison-Wesley, 2012
  • Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems, Martin Kleppmann, O'Reilly

Policies

Late Submission If you need more time, come beg :). Communications usually give a positive outcome. Without warning, you'll lose 5% of your final grade each day overdue.

Missed Quizzes Quizzes last approximately 45 minutes. If you are not able to attend and take the quiz at the same time as others, you must let your instructor know in advance. Failure to do this will result in a zero for the quiz you miss.

Do your own work You know the rules. Helping each other out is fine, but design and build and test your own system. Any unwarranted collaboration will result in a zero grade for the assignment.