CS-838: ML-Optimized Systems (MLOS)

University of Wisconsin, Madison
Department of Computer Sciences
Fall 2020

Basic Information

Section 1:
Seminar: M @ 4pm-5pm (virtual link coming soon)
Laboratory: M @ 5pm-6:30pm (virtual link coming soon)

Professor Remzi Arpaci-Dusseau (7357 CS)
Co-run with Microsoft Research/Gray Systems Lab Piazza

09/14: Seminar
09/07: About Class

09/14 Intro - Reading: 1

09/21 Sharon Li (Wisconsin) on Deep Learning - Reading: 1 2 3

09/28 Justin Gottschlich (Intel) on Software 2.0 - Reading: 1 2 3

10/05 Michael Madaio (CMU) on Responsible AI - Reading: 1 2 3

10/12 Shiv Venkataraman (Wisconsin) on ML for Systems - Reading: 1 2 3

10/19 Arun Kumar (UCSD) on the ML Data Prep Zoo - Reading: 1 2

10/26 Tim Kraska (MIT) on Learned Algorithms, etc. - Reading: 1 2

11/02 Theo Benson (Brown) on TBA - Reading: TBA

11/09 Chris Re (Stanford) on TBA - Reading: TBA

11/16 Johannes Gehrke (Microsoft) on TBA - Reading: TBA

11/23 Christina Delimitrou (Cornell) on TBA - Reading: TBA

11/30 Andy Pavlo (CMU) on TBA - Reading: TBA

12/07 Last Class