Manya Ghobadi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 46

Top Topics

Efficient Inference

Particle Image Velocimetry

Buffer Management

Top Venues

Publications

Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi
MLTCP: Congestion Control for DNN Training. CoRR (2024)
Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. NSDI (2024)
Ajay Brahmakshatriya, Martin C. Rinard, Manya Ghobadi, Saman P. Amarasinghe
NetBlocks: Staging Layouts for High-Performance Custom Host Network Stacks. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani
Optimized Network Architectures for Large Language Model Training with Billions of Parameters. CoRR (2023)
Zhizhen Zhong, Mingran Yang, Jay Lang, Christian Williams, Liam Kronman, Alexander Sludds, Homa Esfahanizadeh, Dirk R. Englund, Manya Ghobadi
Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference. SIGCOMM (2023)
Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. CoRR (2023)
Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Manya Ghobadi, Zhihao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs. NSDI (2023)
Zhizhen Zhong, Mingran Yang, Jay Lang, Dirk R. Englund, Manya Ghobadi
Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs. SIGCOMM (2023)
Mingran Yang, Zhizhen Zhong, Manya Ghobadi
On-Fiber Photonic Computing. HotNets (2023)
Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard
InfoShape: Task-Based Neural Data Shaping via Mutual Information. ICASSP (2023)
Homa Esfahanizadeh, Adam Yala, Rafael G. L. D'Oliveira, Andrea J. D. Jaba, Victor Quach, Ken R. Duffy, Tommi S. Jaakkola, Vinod Vaikuntanathan, Manya Ghobadi, Regina Barzilay, Muriel Médard
PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels. CoRR (2023)
Vamsi Addanki, Maria Apostolaki, Manya Ghobadi, Stefan Schmid, Laurent Vanbever
ABM: active buffer management in datacenters. SIGCOMM (2022)
Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard
InfoShape: Task-Based Neural Data Shaping via Mutual Information. CoRR (2022)
Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zaijun Chen, Zhizhen Zhong, Liane Bernstein, Manya Ghobadi, Dirk R. Englund
WDM-Enabled Photonic Edge Computing. OECC/PSC (2022)
Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zhizhen Zhong, Zaijun Chen, Liane Bernstein, Manya Ghobadi, Dirk R. Englund
Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing. OFC (2022)
Sudarsanan Rajasekaran, Manya Ghobadi, Gautam Kumar, Aditya Akella
Congestion control in machine learning clusters. HotNets (2022)
Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Zhijao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch, Manya Ghobadi
TopoOpt: Optimizing the Network Topology for Distributed DNN Training. CoRR (2022)
Manya Ghobadi
Emerging Optical Interconnects for AI Systems. OFC (2022)
Mingran Yang, Alex Baban, Valery Kugel, Jeff Libby, Scott Mackie, Swamy Sadashivaiah Renu Kananda, Chang-Hong Wu, Manya Ghobadi
Using trio: juniper networks' programmable chipset - for emerging in-network applications. SIGCOMM (2022)
Alexander Sludds, Saumil Bandyopadhyay, Zaijun Chen, Zhizhen Zhong, Jared Cochrane, Liane Bernstein, Darius Bunandar, P. Ben Dixon, Scott A. Hamilton, Matthew Streshinsky, Ari Novack, Tom Baehr Jones, Michael Hochberg, Manya Ghobadi, Ryan Hamerly, Dirk R. Englund
Delocalized Photonic Deep Learning on the Internet's Edge. CoRR (2022)
Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective. SIGMETRICS (Abstracts) (2022)
Zhizhen Zhong, Manya Ghobadi, Alaa Khaddaj, Jonathan Leach, Yiting Xia, Ying Zhang
ARROW: restoration-aware traffic engineering. SIGCOMM (2021)
Adam Yala, Homa Esfahanizadeh, Rafael G. L. D'Oliveira, Ken R. Duffy, Manya Ghobadi, Tommi S. Jaakkola, Vinod Vaikuntanathan, Regina Barzilay, Muriel Médard
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training. CoRR (2021)
Min Yee Teh, Zhenguo Wu, Madeleine Glick, Sébastien Rumley, Manya Ghobadi, Keren Bergman
Performance trade-offs in reconfigurable networks for HPC. JOCN 14 (6) (2021)
Matthew Nance Hall, Paul Barford, Klaus-Tycho Foerster, Manya Ghobadi, William Jensen, Ramakrishnan Durairajan
Are WANs Ready for Optical Topology Programming? OptSys@SIGCOMM (2021)
Maria Apostolaki, Vamsi Addanki, Manya Ghobadi, Laurent Vanbever
FB: A Flexible Buffer Management Scheme for Data Center Switches. CoRR (2021)
Nadeen Gebara, Manya Ghobadi, Paolo Costa
In-network Aggregation for Shared Machine Learning Clusters. MLSys (2021)
Yiting Xia, Ying Zhang, Zhizhen Zhong, Guanqing Yan, Chiunlin Lim, Satyajeet Singh Ahuja, Soshant Bali, Alexander Nikolaidis, Kimia Ghobadi, Manya Ghobadi
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond. NSDI (2021)
Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective. Proc. ACM Meas. Anal. Comput. Syst. 5 (3) (2021)
Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang
BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment. OFC (2021)
Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi
SiP-ML: high-bandwidth optical network interconnects for machine learning training. SIGCOMM (2021)
Zhizhen Zhong, Weiyang Wang, Manya Ghobadi, Alexander Sludds, Ryan Hamerly, Liane Bernstein, Dirk Englund
IOI: In-network Optical Inference. OptSys@SIGCOMM (2021)
Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
On the Complexity of Traffic Traces and Implications. Proc. ACM Meas. Anal. Comput. Syst. 4 (1) (2020)
Klaus-Tycho Foerster, Long Luo, Manya Ghobadi
OptFlow: A Flow-based Abstraction for Programmable Topologies. SOSR (2020)
Nadeen Gebara, Alberto Lerner, Mingran Yang, Minlan Yu, Paolo Costa, Manya Ghobadi
Challenging the Stateless Quo of Programmable Switches. HotNets (2020)
Madeleine Glick, Nathan C. Abrams, Qixiang Cheng, Min Yee Teh, Yu-Han Hung, Oscar A. Jimenez, Songtao Liu, Yoshitomo Okawachi, Xiang Meng, Leif Johansson, Manya Ghobadi, Larry Dennison, George Michelogiannakis, John Shalf, Alan Y. Liu, John E. Bowers, Alexander L. Gaeta, Michal Lipson, Keren Bergman
PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited]. JOCN 12 (12) (2020)
Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
On the Complexity of Traffic Traces and Implications. SIGMETRICS (Abstracts) (2020)
Mina Tahmasbi Arashloo, Alexey Lavrov, Manya Ghobadi, Jennifer Rexford, David Walker, David Wentzlaff
Enabling Programmable Transport Protocols in High-Speed NICs. NSDI (2020)
Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
Performance Analysis of Demand-Oblivious and Demand-Aware Optical Datacenter Network Designs. CoRR (2020)
Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
Measuring the Complexity of Packet Traces. CoRR (2019)
Maria Apostolaki, Laurent Vanbever, Manya Ghobadi
FAB: Toward Flow-aware Buffer Sharing on Programmable Switches. BS (2019)
Jeremy Bogle, Nikhil Bhatia, Manya Ghobadi, Ishai Menache, Nikolaj Bjørner, Asaf Valadarsky, Michael Schapira
TEAVAR: striking the right utilization-availability balance in WAN traffic engineering. SIGCOMM (2019)
George Michelogiannakis, Yiwen Shen, Min Yee Teh, Xiang Meng, Benjamin Aivazi, Taylor Groves, John Shalf, Madeleine Glick, Manya Ghobadi, Larry Dennison, Keren Bergman
Bandwidth steering in HPC using silicon nanophotonics. SC (2019)
Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill
Beyond Binary Failures in Networks. ANRW (2018)
Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill
RADWAN: rate adaptive wide area network. SIGCOMM (2018)
Klaus-Tycho Foerster, Manya Ghobadi, Stefan Schmid
Characterizing the algorithmic complexity of reconfigurable data center architectures. ANCS (2018)