Manya Ghobadi
Massachusetts Institute of Technology
H-index: 29
North America-United States
Top articles of Manya Ghobadi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MLTCP: Congestion Control for DNN Training | arXiv preprint arXiv:2402.09589 | Sudarsanan Rajasekaran Sanjoli Narang Anton A Zabreyko Manya Ghobadi | 2024/2/14 |
PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels | arXiv preprint arXiv:2304.00047 | Homa Esfahanizadeh Adam Yala Rafael GL D'Oliveira Andrea JD Jaba Victor Quach | 2023/3/31 |
First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs | Zhizhen Zhong Mingran Yang Jay Lang Dirk Englund Manya Ghobadi | 2023/9/10 | |
{TopoOpt}: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs | Weiyang Wang Moein Khazraee Zhizhen Zhong Manya Ghobadi Zhihao Jia | 2023 | |
Cassini: Network-Aware Job Scheduling in Machine Learning Clusters | arXiv preprint arXiv:2308.00852 | Sudarsanan Rajasekaran Manya Ghobadi Aditya Akella | 2023/8/1 |
Optimized Network Architectures for Large Language Model Training with Billions of Parameters | arXiv preprint arXiv:2307.12169 | Weiyang Wang Manya Ghobadi Kayvon Shakeri Ying Zhang Naader Hasani | 2023/7/22 |
InfoShape: Task-based neural data shaping via mutual information | Homa Esfahanizadeh William Wu Manya Ghobadi Regina Barzilay Muriel Médard | 2023/6/4 | |
On-fiber photonic computing | Mingran Yang Zhizhen Zhong Manya Ghobadi | 2023/11/28 | |
Wavelength Multiplexed Photonic Edge Computing in the Output Stationary Frame | Ryan Hamerly Alex Sludds Saumil Bandyopadhyay Zaijun Chen Zhizhen Zhong | 2023/5/7 | |
Lightning: A reconfigurable photonic-electronic smartnic for fast and energy-efficient inference | Zhizhen Zhong Mingran Yang Jay Lang Christian Williams Liam Kronman | 2023/9/10 | |
WDM-Enabled Photonic Edge Computing | Alexander Sludds Ryan Hamerly Saumil Bandyopadhyay Zaijun Chen Zhizhen Zhong | 2022/7/3 | |
Performance trade-offs in reconfigurable networks for HPC | Journal of Optical Communications and Networking | Min Yee Teh Zhenguo Wu Madeleine Glick Sebastien Rumley Manya Ghobadi | 2022/6/1 |
Congestion control in machine learning clusters | Sudarsanan Rajasekaran Manya Ghobadi Gautam Kumar Aditya Akella | 2022/11/14 | |
Emerging optical interconnects for AI systems | Manya Ghobadi | 2022/3/6 | |
Delocalized photonic deep learning on the internet’s edge | Science | Alexander Sludds Saumil Bandyopadhyay Zaijun Chen Zhizhen Zhong Jared Cochrane | 2022/10/21 |
Wavelength multiplexed ultralow-power photonic edge computing | arXiv e-prints | Alexander Sludds Saumil Bandyopadhyay Zaijun Chen Zhizhen Zhong Liane Bernstein | 2022/3 |
Using trio: juniper networks' programmable chipset-for emerging in-network applications | Mingran Yang Alex Baban Valery Kugel Jeff Libby Scott Mackie | 2022/8/22 | |
Cerberus | ACM SIGMETRICS Performance Evaluation Review | Chen Griner Johannes Zerwas Andreas Blenk Manya Ghobadi Stefan Schmid | 2022 |
ABM: Active buffer management in datacenters | Vamsi Addanki Maria Apostolaki Manya Ghobadi Stefan Schmid Laurent Vanbever | 2022/8/22 | |
In-network aggregation for shared machine learning clusters | Proceedings of Machine Learning and Systems | Nadeen Gebara Manya Ghobadi Paolo Costa | 2021/3/15 |
Co-Authors
