Alert button
Picture for Garth A. Gibson

Garth A. Gibson

Alert button

SysML: The New Frontier of Machine Learning Systems

May 01, 2019
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konečný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Aparna Lakshmiratan, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Murray, Kunle Olukotun, Dimitris Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar

Viaarxiv icon

Primitives for Dynamic Big Model Parallelism

Jun 18, 2014
Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth A. Gibson, Eric P. Xing

Figure 1 for Primitives for Dynamic Big Model Parallelism
Figure 2 for Primitives for Dynamic Big Model Parallelism
Figure 3 for Primitives for Dynamic Big Model Parallelism
Figure 4 for Primitives for Dynamic Big Model Parallelism
Viaarxiv icon

Structure-Aware Dynamic Scheduler for Parallel Machine Learning

Dec 30, 2013
Seunghak Lee, Jin Kyu Kim, Qirong Ho, Garth A. Gibson, Eric P. Xing

Figure 1 for Structure-Aware Dynamic Scheduler for Parallel Machine Learning
Figure 2 for Structure-Aware Dynamic Scheduler for Parallel Machine Learning
Figure 3 for Structure-Aware Dynamic Scheduler for Parallel Machine Learning
Figure 4 for Structure-Aware Dynamic Scheduler for Parallel Machine Learning
Viaarxiv icon