Manya Ghobadi - RankMe

58 papers A* 8A 1B 1Misc 12Journal 22Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bring Your Own Objective: Inter-operability of Network Objectives in Datacenters. CoRR Sanjoli Narang, Anup Agarwal, Venkat Arun, Manya Ghobadi
2026	J	`jnl`	MonkeyTree: Near-Minimal Congestion for Multi-tenant Training via Migration. CoRR Anton A. Zabreyko, Weiyang Wang, Manya Ghobadi
2025	J	`jnl`	Checkmate: Zero-Overhead Model Checkpointing via Network Gradient Replication. CoRR Ankit Bhardwaj, Weiyang Wang, Jeremy Carin, Adam Belay, Manya Ghobadi
2025	B	`conf`	FORESIGHT: Joint Time and Space Scheduling for Efficient Distributed ML Training. Networking Farid Zandi Shafagh, Manya Ghobadi, Yashar Ganjali
2025	J	`jnl`	LINC: An In-Network Coding Approach to Tame Packet Loss in Hybrid Wireless-Fiber Backbones. CoRR Benoit Pit-Claudel, Muriel Médard, Manya Ghobadi
2025	J	`jnl`	Scalable Routing in a City-Scale Wi-Fi Network for Disaster Recovery. CoRR Ziqian Liu, Om Chabra, James Lynch, Chenning Li, Manya Ghobadi, Hari Balakrishnan
2025	J	`jnl`	Spine-Free Networks for Large Language Model Training. IEEE Micro Weiyang Wang, Manya Ghobadi
2024	Misc	`conf`	CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. NSDI Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella
2024	Misc	`conf`	MLTCP: A Distributed Technique to Approximate Centralized Flow Scheduling For Machine Learning. HotNets Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi
2024	J	`jnl`	MLTCP: Congestion Control for DNN Training. CoRR Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi
2024	J	`jnl`	NetBlocks: Staging Layouts for High-Performance Custom Host Network Stacks. Proc. ACM Program. Lang. Ajay Brahmakshatriya, Christopher Rinard, Manya Ghobadi, Saman P. Amarasinghe
2024	—	`conf`	Nona: A Stochastic Congestion-Aware Job Scheduler for Real-Time Inference Queries. CloudNet Benoit Pit-Claudel, Derya Malak, Alejandro Cohen, Muriel Médard, Manya Ghobadi
2024	Misc	`conf`	Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters. HOTI Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani
2024	Misc	`conf`	The Case for Decentralized Fallback Networks. HotNets James Lynch, Ziqian Liu, Chenning Li, Manya Ghobadi, Hari Balakrishnan
2023	Misc	`ed.`	20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023. NSDI Mahesh Balakrishnan, Manya Ghobadi
2023	J	`jnl`	CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. CoRR Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella
2023	A*	`conf`	Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs. SIGCOMM Zhizhen Zhong, Mingran Yang, Jay Lang, Dirk R. Englund, Manya Ghobadi
2023	Misc	`conf`	InfoShape: Task-Based Neural Data Shaping via Mutual Information. ICASSP Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard
2023	A*	`conf`	Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference. SIGCOMM Zhizhen Zhong, Mingran Yang, Jay Lang, Christian Williams, Liam Kronman, Alexander Sludds, Homa Esfahanizadeh, Dirk R. Englund, Manya Ghobadi
2023	Misc	`conf`	On-Fiber Photonic Computing. HotNets Mingran Yang, Zhizhen Zhong, Manya Ghobadi
2023	J	`jnl`	Optimized Network Architectures for Large Language Model Training with Billions of Parameters. CoRR Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani
2023	J	`jnl`	PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels. CoRR 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
2023	Misc	`conf`	TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs. NSDI Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Manya Ghobadi, Zhihao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch
2022	A*	`conf`	ABM: active buffer management in datacenters. SIGCOMM Vamsi Addanki, Maria Apostolaki, Manya Ghobadi, Stefan Schmid, Laurent Vanbever
2022	—	`conf`	Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective. SIGMETRICS (Abstracts) Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
2022	Misc	`conf`	Congestion control in machine learning clusters. HotNets Sudarsanan Rajasekaran, Manya Ghobadi, Gautam Kumar, Aditya Akella
2022	J	`jnl`	Delocalized Photonic Deep Learning on the Internet's Edge. CoRR 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
2022	—	`conf`	Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing. OFC Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zhizhen Zhong, Zaijun Chen, Liane Bernstein, Manya Ghobadi, Dirk R. Englund
2022	—	`conf`	Emerging Optical Interconnects for AI Systems. OFC Manya Ghobadi
2022	J	`jnl`	InfoShape: Task-Based Neural Data Shaping via Mutual Information. CoRR Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard
2022	J	`jnl`	Performance trade-offs in reconfigurable networks for HPC. JOCN Min Yee Teh, Zhenguo Wu, Madeleine Glick, Sébastien Rumley, Manya Ghobadi, Keren Bergman
2022	J	`jnl`	TopoOpt: Optimizing the Network Topology for Distributed DNN Training. CoRR Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Zhijao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch, Manya Ghobadi
2022	A*	`conf`	Using trio: juniper networks' programmable chipset - for emerging in-network applications. SIGCOMM Mingran Yang, Alex Baban, Valery Kugel, Jeff Libby, Scott Mackie, Swamy Sadashivaiah Renu Kananda, Chang-Hong Wu, Manya Ghobadi
2022	—	`conf`	WDM-Enabled Photonic Edge Computing. OECC/PSC Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zaijun Chen, Zhizhen Zhong, Liane Bernstein, Manya Ghobadi, Dirk R. Englund
2021	Misc	`conf`	A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond. NSDI Yiting Xia, Ying Zhang, Zhizhen Zhong, Guanqing Yan, Chiunlin Lim, Satyajeet Singh Ahuja, Soshant Bali, Alexander Nikolaidis, Kimia Ghobadi, Manya Ghobadi
2021	A*	`conf`	ARROW: restoration-aware traffic engineering. SIGCOMM Zhizhen Zhong, Manya Ghobadi, Alaa Khaddaj, Jonathan Leach, Yiting Xia, Ying Zhang
2021	—	`conf`	Are WANs Ready for Optical Topology Programming? OptSys@SIGCOMM Matthew Nance Hall, Paul Barford, Klaus-Tycho Foerster, Manya Ghobadi, William Jensen, Ramakrishnan Durairajan
2021	—	`conf`	BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment. OFC Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang
2021	J	`jnl`	Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective. Proc. ACM Meas. Anal. Comput. Syst. Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
2021	J	`jnl`	FB: A Flexible Buffer Management Scheme for Data Center Switches. CoRR Maria Apostolaki, Vamsi Addanki, Manya Ghobadi, Laurent Vanbever
2021	—	`conf`	IOI: In-network Optical Inference. OptSys@SIGCOMM Zhizhen Zhong, Weiyang Wang, Manya Ghobadi, Alexander Sludds, Ryan Hamerly, Liane Bernstein, Dirk R. Englund
2021	—	`conf`	In-network Aggregation for Shared Machine Learning Clusters. MLSys Nadeen Gebara, Manya Ghobadi, Paolo Costa
2021	J	`jnl`	NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training. CoRR Adam Yala, Homa Esfahanizadeh, Rafael G. L. D'Oliveira, Ken R. Duffy, Manya Ghobadi, Tommi S. Jaakkola, Vinod Vaikuntanathan, Regina Barzilay, Muriel Médard
2021	A*	`conf`	SiP-ML: high-bandwidth optical network interconnects for machine learning training. SIGCOMM Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi
2020	Misc	`conf`	Challenging the Stateless Quo of Programmable Switches. HotNets Nadeen Gebara, Alberto Lerner, Mingran Yang, Minlan Yu, Paolo Costa, Manya Ghobadi
2020	Misc	`conf`	Enabling Programmable Transport Protocols in High-Speed NICs. NSDI Mina Tahmasbi Arashloo, Alexey Lavrov, Manya Ghobadi, Jennifer Rexford, David Walker, David Wentzlaff
2020	—	`conf`	On the Complexity of Traffic Traces and Implications. SIGMETRICS (Abstracts) Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
2020	J	`jnl`	On the Complexity of Traffic Traces and Implications. Proc. ACM Meas. Anal. Comput. Syst. Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
2020	—	`conf`	OptFlow: A Flow-based Abstraction for Programmable Topologies. SOSR Klaus-Tycho Foerster, Long Luo, Manya Ghobadi
2020	J	`jnl`	PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited]. JOCN 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
2020	J	`jnl`	Performance Analysis of Demand-Oblivious and Demand-Aware Optical Datacenter Network Designs. CoRR Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin
2019	A	`conf`	Bandwidth steering in HPC using silicon nanophotonics. SC George Michelogiannakis, Yiwen Shen, Min Yee Teh, Xiang Meng, Benjamin Aivazi, Taylor L. Groves, John Shalf, Madeleine Glick, Manya Ghobadi, Larry Dennison, Keren Bergman
2019	—	`conf`	FAB: Toward Flow-aware Buffer Sharing on Programmable Switches. BS Maria Apostolaki, Laurent Vanbever, Manya Ghobadi
2019	J	`jnl`	Measuring the Complexity of Packet Traces. CoRR Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid
2019	A*	`conf`	TEAVAR: striking the right utilization-availability balance in WAN traffic engineering. SIGCOMM Jeremy Bogle, Nikhil Bhatia, Manya Ghobadi, Ishai Menache, Nikolaj S. Bjørner, Asaf Valadarsky, Michael Schapira
2018	—	`conf`	Beyond Binary Failures in Networks. ANRW Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill
2018	—	`conf`	Characterizing the algorithmic complexity of reconfigurable data center architectures. ANCS Klaus-Tycho Foerster, Manya Ghobadi, Stefan Schmid
2018	A*	`conf`	RADWAN: rate adaptive wide area network. SIGCOMM Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill