Manya Ghobadi

According to our database, Manya Ghobadi authored at least 71 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

NetBlocks: Staging Layouts for High-Performance Custom Host Network Stacks.

Ajay Brahmakshatriya, Martin C. Rinard, Manya Ghobadi, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2024

MLTCP: Congestion Control for DNN Training.

Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi

CoRR, 2024

CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters.

Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

MLTCP: A Distributed Technique to Approximate Centralized Flow Scheduling For Machine Learning.

Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi

Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024

The Case for Decentralized Fallback Networks.

James Lynch, Ziqian Liu, Chenning Li, Manya Ghobadi, Hari Balakrishnan

Proceedings of the 23rd ACM Workshop on Hot Topics in Networks, 2024

Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters.

Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani

Proceedings of the IEEE Symposium on High-Performance Interconnects, 2024

2023

Optimized Network Architectures for Large Language Model Training with Billions of Parameters.

Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani

CoRR, 2023

PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels.

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

CoRR, 2023

Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference.

Zhizhen Zhong, Mingran Yang, Jay Lang, Christian Williams, Liam Kronman, Alexander Sludds, Homa Esfahanizadeh, Dirk R. Englund, Manya Ghobadi

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs.

Zhizhen Zhong, Mingran Yang, Jay Lang, Dirk R. Englund, Manya Ghobadi

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs.

Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Manya Ghobadi, Zhihao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

InfoShape: Task-Based Neural Data Shaping via Mutual Information.

Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard

Proceedings of the IEEE International Conference on Acoustics, 2023

On-Fiber Photonic Computing.

Mingran Yang, Zhizhen Zhong, Manya Ghobadi

Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

2022

Performance trade-offs in reconfigurable networks for HPC.

Min Yee Teh, Zhenguo Wu, Madeleine Glick, Sébastien Rumley, Manya Ghobadi, Keren Bergman

JOCN, 2022

Delocalized Photonic Deep Learning on the Internet's Edge.

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

CoRR, 2022

TopoOpt: Optimizing the Network Topology for Distributed DNN Training.

Weiyang Wang, Moein Khazraee, Zhizhen Zhong, Zhijao Jia, Dheevatsa Mudigere, Ying Zhang, Anthony Kewitsch, Manya Ghobadi

CoRR, 2022

Using trio: juniper networks' programmable chipset - for emerging in-network applications.

Mingran Yang, Alex Baban, Valery Kugel, Jeff Libby, Scott Mackie, Swamy Sadashivaiah Renu Kananda, Chang-Hong Wu, Manya Ghobadi

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

ABM: active buffer management in datacenters.

Vamsi Addanki, Maria Apostolaki, Manya Ghobadi, Stefan Schmid, Laurent Vanbever

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

WDM-Enabled Photonic Edge Computing.

Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zaijun Chen, Zhizhen Zhong, Liane Bernstein, Manya Ghobadi, Dirk R. Englund

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

Demonstration of WDM-Enabled Ultralow-Energy Photonic Edge Computing.

Alexander Sludds, Ryan Hamerly, Saumil Bandyopadhyay, Zhizhen Zhong, Zaijun Chen, Liane Bernstein, Manya Ghobadi, Dirk R. Englund

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Emerging Optical Interconnects for AI Systems.

Manya Ghobadi

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Congestion control in machine learning clusters.

Sudarsanan Rajasekaran, Manya Ghobadi, Gautam Kumar, Aditya Akella

Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2021

Cerberus: The Power of Choices in Datacenter Topology Design - A Throughput Perspective.

Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin

Proc. ACM Meas. Anal. Comput. Syst., 2021

NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training.

Adam Yala, Homa Esfahanizadeh, Rafael G. L. D'Oliveira, Ken R. Duffy, Manya Ghobadi, Tommi S. Jaakkola, Vinod Vaikuntanathan, Regina Barzilay, Muriel Médard

CoRR, 2021

FB: A Flexible Buffer Management Scheme for Data Center Switches.

Maria Apostolaki, Vamsi Addanki, Manya Ghobadi, Laurent Vanbever

CoRR, 2021

IOI: In-network Optical Inference.

Zhizhen Zhong, Weiyang Wang, Manya Ghobadi, Alexander Sludds, Ryan Hamerly, Liane Bernstein, Dirk R. Englund

Proceedings of the OptSys '21: Proceedings of the ACM SIGCOMM 2021 Workshop on Optical Systems, 2021

ARROW: restoration-aware traffic engineering.

Zhizhen Zhong, Manya Ghobadi, Alaa Khaddaj, Jonathan Leach, Yiting Xia, Ying Zhang

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

SiP-ML: high-bandwidth optical network interconnects for machine learning training.

Mehrdad Khani Shirkoohi, Manya Ghobadi, Mohammad Alizadeh, Ziyi Zhu, Madeleine Glick, Keren Bergman, Amin Vahdat, Benjamin Klenk, Eiman Ebrahimi

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Are WANs Ready for Optical Topology Programming?

Matthew Nance Hall, Paul Barford, Klaus-Tycho Foerster, Manya Ghobadi, William Jensen, Ramakrishnan Durairajan

Proceedings of the OptSys '21: Proceedings of the ACM SIGCOMM 2021 Workshop on Optical Systems, 2021

BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment.

Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond.

Yiting Xia, Ying Zhang, Zhizhen Zhong, Guanqing Yan, Chiunlin Lim, Satyajeet Singh Ahuja, Soshant Bali, Alexander Nikolaidis, Kimia Ghobadi, Manya Ghobadi

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

In-network Aggregation for Shared Machine Learning Clusters.

Nadeen Gebara, Manya Ghobadi, Paolo Costa

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020

On the Complexity of Traffic Traces and Implications.

Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid

Proc. ACM Meas. Anal. Comput. Syst., 2020

PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited].

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

JOCN, 2020

Performance Analysis of Demand-Oblivious and Demand-Aware Optical Datacenter Network Designs.

Chen Griner, Johannes Zerwas, Andreas Blenk, Manya Ghobadi, Stefan Schmid, Chen Avin

CoRR, 2020

OptFlow: A Flow-based Abstraction for Programmable Topologies.

Klaus-Tycho Foerster, Long Luo, Manya Ghobadi

Proceedings of the SOSR '20: Symposium on SDN Research, San Jose, CA, USA, March 3, 2020, 2020

Enabling Programmable Transport Protocols in High-Speed NICs.

Mina Tahmasbi Arashloo, Alexey Lavrov, Manya Ghobadi, Jennifer Rexford, David Walker, David Wentzlaff

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Challenging the Stateless Quo of Programmable Switches.

Nadeen Gebara, Alberto Lerner, Mingran Yang, Minlan Yu, Paolo Costa, Manya Ghobadi

Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

2019

Measuring the Complexity of Packet Traces.

Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid

CoRR, 2019

TEAVAR: striking the right utilization-availability balance in WAN traffic engineering.

Jeremy Bogle, Nikhil Bhatia, Manya Ghobadi, Ishai Menache, Nikolaj S. Bjørner, Asaf Valadarsky, Michael Schapira

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Bandwidth steering in HPC using silicon nanophotonics.

George Michelogiannakis, Yiwen Shen, Min Yee Teh, Xiang Meng, Benjamin Aivazi, Taylor L. Groves, John Shalf, Madeleine Glick, Manya Ghobadi, Larry Dennison, Keren Bergman

Proceedings of the International Conference for High Performance Computing, 2019

FAB: Toward Flow-aware Buffer Sharing on Programmable Switches.

Maria Apostolaki, Laurent Vanbever, Manya Ghobadi

Proceedings of the BS '19: 2019 Workshop on Buffer Sizing, 2019

2018

RADWAN: rate adaptive wide area network.

Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Beyond SmartNICs: Towards a Fully Programmable Cloud: Invited Paper.

Adrian M. Caulfield, Paolo Costa, Monia Ghobadi

Proceedings of the IEEE 19th International Conference on High Performance Switching and Routing, 2018

Beyond Binary Failures in Networks.

Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill

Proceedings of the Applied Networking Research Workshop, 2018

Characterizing the algorithmic complexity of reconfigurable data center architectures.

Klaus-Tycho Foerster, Manya Ghobadi, Stefan Schmid

Proceedings of the 2018 Symposium on Architectures for Networking and Communications Systems, 2018

2017

Understanding and Mitigating Packet Corruption in Data Center Networks.

Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Klaus-Tycho Förster, Arvind Krishnamurthy, Thomas E. Anderson

Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks.

Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Xuan Kelvin Zou, Hang Guan, Arvind Krishnamurthy, Thomas E. Anderson

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Run, Walk, Crawl: Towards Dynamic Link Capacities.

Rachee Singh, Monia Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill

Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

HotCocoa: Hardware Congestion Control Abstractions.

Mina Tahmasbi Arashloo, Monia Ghobadi, Jennifer Rexford, David Walker

Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

2016

Elastic Optical Networking in the Microsoft Cloud [Invited].

Mark Filer, Jamie Gaudette, Monia Ghobadi, Ratul Mahajan, Tom Issenhuth, Buddy Klinkers, Jeffrey L. Cox

JOCN, 2016

ProjecToR: Agile Reconfigurable Data Center Interconnect.

Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Nikhil R. Devanur, Janardhan Kulkarni, Gireeja Ranade, Pierre-Alexandre Blanche, Houman Rastegarfar, Madeleine Glick, Daniel C. Kilper

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Evaluation of elastic modulation gains in microsoft's optical backbone in North America.

Monia Ghobadi, Jamie Gaudette, Ratul Mahajan, Amar Phanishayee, Buddy Klinkers, Daniel C. Kilper

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Optical Layer Failures in a Large Backbone.

Monia Ghobadi, Ratul Mahajan

Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

ECN or Delay: Lessons Learnt from Analysis of DCQCN and TIMELY.

Yibo Zhu, Monia Ghobadi, Vishal Misra, Jitendra Padhye

Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016

2015

TIMELY: RTT-based Congestion Control for the Datacenter.

Radhika Mittal, Vinh The Lam, Nandita Dukkipati, Emily R. Blem, Hassan M. G. Wassel, Monia Ghobadi, Amin Vahdat, Yaogong Wang, David Wetherall, David Zats

Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Efficient traffic splitting on commodity switches.

Nanxi Kang, Monia Ghobadi, John Reumann, Alexander Shraer, Jennifer Rexford

Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014

TCP Adaptation Framework in Data Centers.

Monia Ghobadi

PhD thesis, 2014

2013

TCP Pacing in Data Center Networks.

Monia Ghobadi, Yashar Ganjali

Proceedings of the IEEE 21st Annual Symposium on High-Performance Interconnects, 2013

2012

Trickle: Rate Limiting YouTube Video Streaming.

Monia Ghobadi, Yuchung Cheng, Ankur Jain, Matt Mathis

Proceedings of the 2012 USENIX Annual Technical Conference, 2012

Rethinking end-to-end congestion control in software-defined networks.

Monia Ghobadi, Soheil Hassas Yeganeh, Yashar Ganjali

Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

Caliper: Precise and Responsive Traffic Generator.

Monia Ghobadi, Geoffrey Salmon, Yashar Ganjali, Martin Labrecque, J. Gregory Steffan

Proceedings of the IEEE 20th Annual Symposium on High-Performance Interconnects, 2012

2011

Proportional rate reduction for TCP.

Nandita Dukkipati, Matt Mathis, Yuchung Cheng, Monia Ghobadi

Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011

2010

Caliper: a tool to generate precise and closed-loop traffic.

Monia Ghobadi, Martin Labrecque, Geoffrey Salmon, Kaveh Aasaraai, Soheil Hassas Yeganeh, Yashar Ganjali, J. Gregory Steffan

Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

OpenTM: Traffic Matrix Estimator for OpenFlow Networks.

Amin Tootoonchian, Monia Ghobadi, Yashar Ganjali

Proceedings of the Passive and Active Measurement, 11th International Conference, 2010

2009

Emulation of Optical PIFO Buffers.

Houman Rastegarfar, Monia Ghobadi, Yashar Ganjali

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Resource optimization algorithms for virtual private networks using the hose model.

Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja

Comput. Networks, 2008

Experimental study of router buffer sizing.

Neda Beheshti, Yashar Ganjali, Monia Ghobadi, Nick McKeown, Geoff Salmon

Proceedings of the 8th ACM SIGCOMM Internet Measurement Conference, 2008

Performing time-sensitive network experiments.

Neda Beheshti, Yashar Ganjali, Monia Ghobadi, Nick McKeown, Jad Naous, Geoff Salmon

Proceedings of the 2008 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2008

2007

Resource Optimization to Provision a Virtual Private Network Using the Hose Model.

Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja

Proceedings of IEEE International Conference on Communications, 2007

Hierarchical Provisioning Algorithm for Virtual Private Networks Using the Hose Model.

Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja

Proceedings of the Global Communications Conference, 2007