====[MLSys 07] Schedule==== All sessions are in Hilton Meeting Room Sutcliffe B. Poster presenters are encouraged to put up their posters as early as possible for discussion during the breaks. === Friday Dec 7, 7:30-10:30AM === * [7:30am] Overview of the Machine Learning and Systems Research Area \\ //Sumit Basu, Archana Ganapathi, Emre Kiciman, and Fei Sha// * [8:15 am] Invited Talk: Learning and Systems: The Good, the Bad, and the Ugly... \\ //Moises Goldszmidt, Microsoft Research// * [8:45am] Invited Talk: Blind Source Separation in Network Tomography \\ //Irina Rish, IBM Research// * [9:15am] Coffee break * [9:30am] [[PostersInfo|Poster Spotlights]] * [10:30am] Adjourn === Friday Dec 7, 3:30-6:30PM === * [3:30pm] Invited Talk: Structure from Failure: Inferring Functional Network Dependencies from Observed Failure Data \\ //Thore Graepel, Microsoft Research// * [4:00pm] Invited Talk: Open Problems in Performance Diagnosis for Distributed File Systems \\ //Alice Zheng, Carnegie Mellon University// * [4:30pm] [[PostersInfo|Poster Session]] * [6:30pm] Adjourn === Saturday Dec 8, 7:30-10:30AM === * [7:30am] Panel: Building Blocks, Tools, and Datasets for MLSys Problems \\ //Workshop Organizers and Guests// * [8:30am] Brainstorming: Short and Long Term Visions for MLSys \\ //Workshop Participants (in small groups)// * [9:30am] Coffee Break * [9:45am] Presentation of Brainstorming Results \\ //Workshop Participants// * [10:30am] Adjourn === Saturday Dec 8, 3:30-6:30PM === * [3:30pm] Invited Talk: Inferring Bugs in Systems Code with Graphical Models and Static Program Analysis \\ //Ted Kremenek, Stanford University// * [4:00pm] Invited Talk: Beyond 'grep': Learning from Event Logs \\ //Ira Cohen, HP Labs// * [4:30pm] Coffee Break * [4:45pm] Panel: Open Problems and Challenges in MLSys \\ //Workshop Organizers and Guests// * [5:45pm] Wrap-Up and Compilation of an MLSys Reading List \\ //Workshop Participants// * [6:30pm] Adjourn