Sam Ade Jacobs
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
7
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | USENIX | Universal Checkpointing: A Flexible and Efficient Distributed Checkpointing System for Large-Scale DNN Training with Reconfigurable Parallelism. | Xinyu Lian, Sam Ade Jacobs, Lev Kurilenko, Masahiro Tanaka, Stas Bekman, Olatunji Ruwase, Minjia Zhang |
| 2024 | ICLR | ZeRO++: Extremely Efficient Collective Communication for Large Model Training. | Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He |
| 2024 | PODC | System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models. | Sam Ade Jacobs, Masahiro Tanaka, Chengming Zhang, Minjia Zhang, Reza Yazdani Aminadabi, Shuaiwen Leon Song, Samyam Rajbhandari, Yuxiong He |
| 2019 | CLUSTER | Parallelizing Training of Deep Generative Models on Massive Scientific Datasets. | Sam Ade Jacobs, Jim Gaffney, Tom Benson, Peter B. Robinson, J. Luc Peterson, Brian K. Spears, Brian Van Essen, David Hysom, Jae-Seung Yeom, Tim Moon, Rushil Anirudh, Jayaraman J. Thiagarajan, Shusen Liu, Peer-Timo Bremer |
| 2017 | SC | Towards Scalable Parallel Training of Deep Neural Networks. | Sam Ade Jacobs, Nikoli Dryden, Roger A. Pearce, Brian Van Essen |
| 2016 | SC | Communication Quantization for Data-Parallel Training of Deep Neural Networks. | Nikoli Dryden, Tim Moon, Sam Ade Jacobs, Brian Van Essen |
| 2014 | IROS | The anatomy of a distributed motion planning roadmap. | Sam Ade Jacobs, Nancy M. Amato |
| 2013 | ICRA | A scalable distributed RRT for motion planning. | Sam Ade Jacobs, Nicholas Stradford, Cesar Rodriguez, Shawna L. Thomas, Nancy M. Amato |
| 2013 | IROS | Adaptive neighbor connection for PRMs: A natural fit for heterogeneous environments and parallelism. | Chinwe Ekenna, Sam Ade Jacobs, Shawna L. Thomas, Nancy M. Amato |
| 2013 | IROS | Blind RRT: A probabilistically complete distributed RRT. | Cesar Rodriguez, Jory Denny, Sam Ade Jacobs, Shawna L. Thomas, Nancy M. Amato |
| 2012 | ICRA | A scalable method for parallelizing sampling-based motion planning algorithms. | Sam Ade Jacobs, Kasra Manavi, Juan Burgos, Jory Denny, Shawna L. Thomas, Nancy M. Amato |
| 2012 | IROS | Local randomization in neighbor selection improves PRM roadmap quality. | Troy McMahon, Sam Ade Jacobs, Bryan Boyd, Lydia Tapia, Nancy M. Amato |
| 2011 | SC | ACM SRC poster: from days to seconds: scalable parallel algorithm for motion planning. | Sam Ade Jacobs, Nancy M. Amato |