The invention of RAID probably ruined this guy's life.
Overview
Lecture location: Hudson 212
Lecture time: MW, 1:25PM - 2:40PM
Instructor: Dr. Tyler Bletsch
Email: Tyler.Bletsch AT duke.edu
Office Hours: Monday 3-4pm and Tuesday 1:30-2:30pm, Hudson 106 (or by appointment - feel free to email!)
Teaching Assistant: Bonan Yan (bonan.yan AT duke.edu)
TA Office Hours: By appointment
Links:
- Piazza forum - get help and discuss course material
- Sakai - submit code and see grades
- GradeScope - submit homework/lab assignments and get feedback
- Feedback form - send anonymous feedback to the instructor
- Rules for access to FitzWest Datacenter - must sign and return to instructor to gain datacenter access
Schedule
# | Date | Lecture | Assignment due (11:55:00pm) | Project due (11:55:00pm) |
---|---|---|---|---|
1 | Mon 8/26 | Course introduction and policies | ||
2 | Wed 8/28 | Overview of storage systems and project discussion | ||
3 | Mon 9/2 | Hard disks, SSDs, and the I/O subsystem | ||
4 | Wed 9/4 | Hard disks, SSDs, and the I/O subsystem |
(Fri 9/6) Lab 0 | |
5 | Mon 9/9 | Hardware failure in storage devices | ||
6 | Wed 9/11 | RAID |
(Wed 9/11) Program 0 | |
7 | Mon 9/16 | Network-Attached Storage (NAS) | ||
8 | Wed 9/18 | Storage Area Network (SAN) |
Lab 1, Homework 1, | |
9 | Mon 9/23 | Overture (later topics summarized for project planning), Filesystems | ||
10 | Wed 9/25 | Filesystems |
(Due Fri 9/27) Program 1 | |
11 | Mon 9/30 | Filesystems | ||
12 | Wed 10/2 | Storage efficiency |
Project initial proposal, instructor meeting scheduled | |
Mon 10/7 | Fall break |
Project proposal meetings | ||
13 | Wed 10/9 | Business continuity: High availability |
(Due Thu 10/10) Lab 2, Homework 2 | |
14 | Mon 10/14 | Business continuity: High availability |
Project final proposal | |
15 | Wed 10/16 | Business continuity: Disaster recovery |
| |
16 | Mon 10/21 | Business continuity: Disaster recovery | ||
17 | Wed 10/23 | Project workday (come prepared to work!) |
| |
18 | Mon 10/28 | Virtual environments | ||
19 | Wed 10/30 | Midterm exam |
| |
20 | Mon 11/4 | .~*CLOUD*~. | ||
21 | Wed 11/6 | Project workday (come prepared to work!) |
Lab 3, Homework 3 |
|
22 | Mon 11/11 | Workload profiling and sizing | ||
23 | Wed 11/13 | Security |
| |
24 | Mon 11/18 | Data forensics and recovery
Tue 11/19:
NetApp field trip | ||
25 | Wed 11/20 | Next-gen storage technologies |
Project materials and report, demo meeting scheduled | |
26 | Mon 11/25 | Project final presentations (!) |
Lab 4, Homework 4 (mystery_app, disk-images.tgz) |
Project demo meetings |
Sun 12/15 | Final exam: 7pm-10pm |
Field trip to NetApp
We'll be doing a field trip to NetApp. There, we'll hear about the storage controller software development as well as architecting complete customer environments and get a tour of their giant datacenter.- Date: Tuesday, 19 November 2018
- Time: 5:30pm to 7:45pm
- Carpool: Meets at 4:40pm in lobby outside Schiciano
- Address: 6741 Louis Stephens Dr, Cary, NC 27519
- Event Schedule:
- 5:30-5:45pm: Arrival at GDL2
- 5:45-6:30pm: GDL2 Tour
- 6:30-6:45pm: Drive back to Building 1 + Catering Arrives
- 6:45-7:45pm: Engineering Panelists and HR Overview
- 7:45pm: Depart
Syllabus & policies
Course synopsis
A chance to study the design and deployment of massive storage systems of the sort used in large enterprises (banks, major IT departments, service providers, etc.). Includes coverage of hard disk and flash design, RAID, SAN and NAS topologies, filesystem design, data center architectures for high availability, data deduplication, business continuity, power aware storage, and the economics of data storage with respect to cloud computing.Assignments include hands-on lab work with physical servers, some pen-and-paper problems, and semester-long programming project.
Pre-requisites for grad students: ECE 650 (Systems Programming and Engineering) or instructor consent.
Pre-requisites for undergrad students: Computer Science 310/ECE 353 (Operating Systems). Will also need basic networking knowledge (IP addressing, that network switches exist, layer 2 vs layer 3). This can be provided by ECE/COMPSCI 356 (Network Architecture), personal experience, or self-education in parallel with the course.
If you feel you have an OS and networking background but are missing the above pre-reqs, just contact me.
Grading breakdown
This course will require a semester-long project, homework assignments, and a final exam. Grading breakdown:
Category | % |
---|---|
Project initial proposal | 2% |
Project final proposal | 3% |
Project status reports | 5% |
Project final report | 10% |
Project final presentation | 5% |
Project final demo | 20% |
Homeworks/programs/labs | 45% |
Final exam | 10% |
Homework and Labs
There are two kinds of regular assigments, homeworks and labs:
- Homeworks are individual and include written exercises to grow your understanding of the theory.
- Labs are group work that include hands-on tasks to do with real storage equipment.
Late homework/lab submissions incur penalties as follows:
- Submission is 0-24 hours late: total score is multiplied by 0.9
- Submission is 24-48 hours late: total score is multiplied by 0.8
- Submission is more than 48 hours late: total score is multiplied by the Planck constant (as measured in J·s)
NOTE: If you feel in advance that you may need an extension, contact the instructor. We can work with you if you see a scheduling problem coming, but extensions cannot be granted at or near the due date!
Your homework/lab grade will be based on what you submit to Sakai and when you submit it.
Student servers
To support experimentation on real hardware, several storage servers have been procured. Students will split into groups of ~3 and each will be assigned a server. Homeworks will guide students through physically examining, racking, installing, configuring, and using the servers in realistic scenarios.Some of the hardware is a little dated, but it will exhibit all the usual performance trends, and it has the drives to experiment with RAID topologies, hybrid HDD+SSD storage, filesystem performance, and more. Budget does exist for upgrades if needed (e.g., adding a modern HDD for a comparitive performance study).
The servers will start out in Hudson 06, but after setting them up, students will install these servers into a standard four-post rack. For this purpose, rack space has been set aside in the "FitzWest" data center in the basement of CIEMAS; students will be granted badge access to this space for this purpose.
NOTE: FitzWest is a real production data center for Duke. Students must exercise caution when working in this space, taking care not to disturb operations of other systems.
In order to guide students through the early phases of server configuration, a few out-of-class lab sessions will be scheduled at a mutually agreeable time. Once servers are configured and deployed properly, all subsequent operations should be able to be conducted over the internet. However, if a physical malfunction occurs (such as drive failure or accidentally trashing the installed OS), students may need to do in-place maintenence of their server within its FitzWest rack.
Any major hardware failures should be reported to the course instructor.
Grade appeals
All regrade requests must be in writing. Email the TA with your questions. After speaking with the TA, if you still have concerns, contact the instructor.All regrade requests must be submitted to the instructor no later than 1 week after the assignment was returned to you.
Academic integrity
I take academic integrity extremely seriously. Academic misconduct will not be tolerated, and all suspected violations of the Duke Honor Code will be referred to the Office of Student Conduct (for undergraduates) or the departmental Director of Graduate Studies (for graduate students). A student found responsible for academic dishonesty faces formal disciplinary action, which may include suspension. A student twice suspended automatically faces a minimum 5-year separation from Duke University.In addition to the measures taken by the university, the affected assignment(s) will receive zero credit, or possibly -100% in egregious cases.
If you are considering this course of action, please see me instead, and we can work something out! I want every student in my course to be successful.