In this course, you will gain practical exposure to the skills, tools, and knowledge needed in automating software engineering processes and infrastructure necessary for continuous deployment of software. Students will have the chance to build new or extend existing software engineering tools and design an automated deployment pipeline.
In the course, a mixture of traditional lectures with activities and in-class workshops will be used. During lectures, we will cover core concepts related to a topic. During the in-class workshops, we will perform sample exercises with relevant tools that reinforce lecture material. Evaluation will be based on tech talks, homework assignments, workshop attendance, and final project.
After the course, students are able to:
- Programmatically provision images.
- Automatically apply configuration management to production environments.
- Automatically create and maintain build environments.
- Maintain test suites and measure testing quality and coverage.
- Automatically generate new tests, using feedback-directed random testing, fuzzing, and data-flow analysis.
- Programmatically measure code quality via static and dynamic code analysis.
- Understand components of infrastructure.
- Remotely regulate behavior of deployed software via feature flags and configuration servers.
- Apply advanced strategies for deployment of software.
- Monitor and analyze telemetry data.
- Implement resilience testing on production environments (e.g., Chaos Monkey).
The primary objective of the course will be to allow students to gain experience in incrementally building a continous delivery pipeline from scratch. Throughout the semester, students are expected to complete a component of the pipeline by each milestone deadline.
Details on requirements for milestones will be released throughout the course. A student's pipeline should demonstrate the following components by the milestone deadline:
[ CM ] -> [ BUILD+TEST+ANALYSIS ] -> [ DEPLOY ] -> [ SPECIAL ]
Location: Engineering Building I, Room 1005, 10:15--11:30am.
The following schedule is subject to change.
| Class | Topics | Resources | Assignments |
|---|---|---|---|
| Jan 7 | Pipeline Basics | Get a Handle on the Basics | HW0 |
| Jan 9 | Computing Environments | ||
| Jan 14 | Core Concepts | Summit I, Summit II-III | |
| Jan 16 | Provisioning workshop | HW1 | |
| Jan 21 | No class | ||
| Jan 23 | Configuration Management | ||
| Jan 28 | Ansible | HW2 | |
| Jan 30 | ... | ||
| Feb 4 | Build | CM+Build Milestone | |
| Feb 6 | Build server workshop | ||
| Feb 11 | Test Management | ||
| Feb 13 | Suites | ||
| Feb 18 | Fuzzing | ||
| Feb 20 | Team Work Day | ||
| Feb 25 | Analysis | Test+Analysis Milestone | |
| Feb 27 | Complexity | ||
| Mar 4 | Deploy | ||
| Mar 6 | Deploy Strategies | ||
| Mar 11 | SPRING | ||
| Mar 15 | BREAK | ||
| Mar 18 | Operation Concepts | ||
| Mar 20 | Feature Flags/Redis | ||
| Mar 25 | |||
| Mar 27 | |||
| Apr 1 | Monitoring/Analysis | DEPLOY+INFRA+Special Milestone | |
| Apr 3 | Monitoring Workshop | ||
| Apr 8 | Chaos Engineering | Notes on Resilience Engineering | |
| Apr 10 | Chaos Workshop | ||
| Apr 15 | Tech Talks | ||
| Apr 17 | Tech Talks | ||
| Apr 22 | Demos | ||
| Apr 24 | Demos | ||
| May 1 | Final Exam (8:00--11:00am) |
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Django
Laravel
Facebook
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Alibaba
D3
Tencent