March 29

Lecture 1Intro + Logistics

Notes

Survey Please fill out this survey form.

March 31

Lecture 2Measurements for Self-driving Networks

Notes

Readings

• Self-driving networks

April 5

Lecture 3Learning for Networks

Slides

Readings

• Measurements for self-driving networks

April 7

Lecture 4Data Collection with PINOT

Slides

Readings

• An Effort to Democratize Networking Research in the Era of AI/ML

April 12

Lecture 5Term Project Ideas

Notes

April 14

Lecture 6Interpretable Machine Learning

Notes

April 19

Lecture 7Traffic Classification – Beauty and the Burst

Notes

Readings

• Beauty and the Burst

April 21

Lecture 8Traffic Classification – nPrintML

Notes

Readings

• nPrintML

Project Proposal Please submit your project proposal by 11:59 pm, April 22, 2022.

April 26

LectureProject Proposals

Teams 1-6

April 28

LectureProject Proposals

Teams 7-12

May 3

LectureNetMicroscope

Notes

Readings

• Netmicroscope

May 5

May 10

LectureTraffic Refinery (Cost-aware ML)

Notes

Readings

• Traffic Refinery

May 12

LecturePensieve (RL)

Notes

Readings

• Pensieve

May 17

LectureAurora (RL)

Notes

Readings

• Aurora

May 19

LectureNo Class – NSF Panel

May 24

LectureMETIS/GENET (Phase 3)

Notes

Readings

• Metis
• GENET

May 26

LectureGuest Lecture, Ajay Mahimkar, AT&T

Notes

June 1

LectureFinal Presentations

Slides

June 3

LectureFinal Presentations

Slides