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ORCIDManya Ghobadi
Monia Ghobadi
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- affiliation: Massachusetts Institute of Technology
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2020 – today
- 2024
[j7]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): 467-491 (2024)- [c54]Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani:
Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters. HOTI 2024: 1-10 - [c53]Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella:
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. NSDI 2024 - [i11]Sudarsanan Rajasekaran, Sanjoli Narang, Anton A. Zabreyko, Manya Ghobadi:
MLTCP: Congestion Control for DNN Training. CoRR abs/2402.09589 (2024) - 2023
- [c52]Mingran Yang, Zhizhen Zhong, Manya Ghobadi:
On-Fiber Photonic Computing. HotNets 2023: 263-271 - [c51]Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard:
InfoShape: Task-Based Neural Data Shaping via Mutual Information. ICASSP 2023: 1-5 - [c50]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: 739-767 - [c49]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: 452-472 - [c48]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: 1173-1175 - [e1]Mahesh Balakrishnan, Manya Ghobadi:
20th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2023, Boston, MA, April 17-19, 2023. USENIX Association 2023 [contents] - [i10]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 abs/2304.00047 (2023) - [i9]Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani:
Optimized Network Architectures for Large Language Model Training with Billions of Parameters. CoRR abs/2307.12169 (2023) - [i8]Sudarsanan Rajasekaran, Manya Ghobadi, Aditya Akella:
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters. CoRR abs/2308.00852 (2023) - 2022
- [j6]Min Yee Teh, Zhenguo Wu, Madeleine Glick, Sébastien Rumley, Manya Ghobadi, Keren Bergman:
Performance trade-offs in reconfigurable networks for HPC. JOCN 14(6): 454-468 (2022) - [c47]Sudarsanan Rajasekaran, Manya Ghobadi, Gautam Kumar, Aditya Akella:
Congestion control in machine learning clusters. HotNets 2022: 235-242 - [c46]Manya Ghobadi:
Emerging Optical Interconnects for AI Systems. OFC 2022: 1-3 - [c45]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: 1-3 - [c44]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: 1-3 - [c43]Vamsi Addanki, Maria Apostolaki, Manya Ghobadi, Stefan Schmid, Laurent Vanbever:
ABM: active buffer management in datacenters. SIGCOMM 2022: 36-52 - [c42]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: 633-648 - [c41]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: 99-100 - [i7]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 abs/2202.00433 (2022) - [i6]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 abs/2203.05466 (2022) - [i5]Homa Esfahanizadeh, William Wu, Manya Ghobadi, Regina Barzilay, Muriel Médard:
InfoShape: Task-Based Neural Data Shaping via Mutual Information. CoRR abs/2210.15034 (2022) - 2021
- [j5]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): 38:1-38:33 (2021) - [c40]Nadeen Gebara, Manya Ghobadi, Paolo Costa:
In-network Aggregation for Shared Machine Learning Clusters. MLSys 2021 - [c39]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: 217-231 - [c38]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: 1-3 - [c37]Zhizhen Zhong, Weiyang Wang, Manya Ghobadi, Alexander Sludds, Ryan Hamerly, Liane Bernstein, Dirk R. Englund:
IOI: In-network Optical Inference. OptSys@SIGCOMM 2021: 18-22 - [c36]Matthew Nance Hall, Paul Barford, Klaus-Tycho Foerster, Manya Ghobadi, William Jensen, Ramakrishnan Durairajan:
Are WANs Ready for Optical Topology Programming? OptSys@SIGCOMM 2021: 28-33 - [c35]Zhizhen Zhong, Manya Ghobadi, Alaa Khaddaj, Jonathan Leach, Yiting Xia, Ying Zhang:
ARROW: restoration-aware traffic engineering. SIGCOMM 2021: 560-579 - [c34]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: 657-675 - [i4]Maria Apostolaki, Vamsi Addanki, Manya Ghobadi, Laurent Vanbever:
FB: A Flexible Buffer Management Scheme for Data Center Switches. CoRR abs/2105.10553 (2021) - [i3]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 abs/2106.02484 (2021) - 2020
- [j4]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): 443-456 (2020) - [j3]Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid:
On the Complexity of Traffic Traces and Implications. Proc. ACM Meas. Anal. Comput. Syst. 4(1): 20:1-20:29 (2020) - [c33]Nadeen Gebara, Alberto Lerner, Mingran Yang, Minlan Yu, Paolo Costa, Manya Ghobadi:
Challenging the Stateless Quo of Programmable Switches. HotNets 2020: 153-159 - [c32]Mina Tahmasbi Arashloo, Alexey Lavrov, Manya Ghobadi, Jennifer Rexford, David Walker, David Wentzlaff:
Enabling Programmable Transport Protocols in High-Speed NICs. NSDI 2020: 93-109 - [c31]Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid:
On the Complexity of Traffic Traces and Implications. SIGMETRICS (Abstracts) 2020: 47-48 - [c30]Klaus-Tycho Foerster, Long Luo, Manya Ghobadi:
OptFlow: A Flow-based Abstraction for Programmable Topologies. SOSR 2020: 96-102 - [i2]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 abs/2010.13081 (2020)
2010 – 2019
- 2019
- [c29]Maria Apostolaki, Laurent Vanbever, Manya Ghobadi:
FAB: Toward Flow-aware Buffer Sharing on Programmable Switches. BS 2019: 2:1-2:6 - [c28]George Michelogiannakis, Yiwen Shen, Min Yee Teh, Xiang Meng, Benjamin Aivazi, Taylor L. Groves, John Shalf, Madeleine Glick, Manya Ghobadi, Larry Dennison, Keren Bergman:
Bandwidth steering in HPC using silicon nanophotonics. SC 2019: 41:1-41:25 - [c27]Jeremy Bogle, Nikhil Bhatia, Manya Ghobadi, Ishai Menache, Nikolaj S. Bjørner, Asaf Valadarsky, Michael Schapira:
TEAVAR: striking the right utilization-availability balance in WAN traffic engineering. SIGCOMM 2019: 29-43 - [i1]Chen Avin, Manya Ghobadi, Chen Griner, Stefan Schmid:
Measuring the Complexity of Packet Traces. CoRR abs/1905.08339 (2019) - 2018
- [c26]Klaus-Tycho Foerster, Manya Ghobadi, Stefan Schmid:
Characterizing the algorithmic complexity of reconfigurable data center architectures. ANCS 2018: 89-96 - [c25]Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill:
Beyond Binary Failures in Networks. ANRW 2018: 8 - [c24]Adrian M. Caulfield, Paolo Costa, Monia Ghobadi:
Beyond SmartNICs: Towards a Fully Programmable Cloud: Invited Paper. HPSR 2018: 1-6 - [c23]Rachee Singh, Manya Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill:
RADWAN: rate adaptive wide area network. SIGCOMM 2018: 547-560 - 2017
- [c22]Mina Tahmasbi Arashloo, Monia Ghobadi, Jennifer Rexford, David Walker:
HotCocoa: Hardware Congestion Control Abstractions. HotNets 2017: 108-114 - [c21]Rachee Singh, Monia Ghobadi, Klaus-Tycho Foerster, Mark Filer, Phillipa Gill:
Run, Walk, Crawl: Towards Dynamic Link Capacities. HotNets 2017: 143-149 - [c20]Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Xuan Kelvin Zou, Hang Guan, Arvind Krishnamurthy, Thomas E. Anderson:
RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks. NSDI 2017: 561-576 - [c19]Danyang Zhuo, Monia Ghobadi, Ratul Mahajan, Klaus-Tycho Förster, Arvind Krishnamurthy, Thomas E. Anderson:
Understanding and Mitigating Packet Corruption in Data Center Networks. SIGCOMM 2017: 362-375 - 2016
- [j2]Mark Filer, Jamie Gaudette, Monia Ghobadi, Ratul Mahajan, Tom Issenhuth, Buddy Klinkers, Jeffrey L. Cox:
Elastic Optical Networking in the Microsoft Cloud [Invited]. JOCN 8(7): A45-A54 (2016) - [c18]Yibo Zhu, Monia Ghobadi, Vishal Misra, Jitendra Padhye:
ECN or Delay: Lessons Learnt from Analysis of DCQCN and TIMELY. CoNEXT 2016: 313-327 - [c17]Monia Ghobadi, Ratul Mahajan:
Optical Layer Failures in a Large Backbone. Internet Measurement Conference 2016: 461-467 - [c16]Monia Ghobadi, Jamie Gaudette, Ratul Mahajan, Amar Phanishayee, Buddy Klinkers, Daniel C. Kilper:
Evaluation of elastic modulation gains in microsoft's optical backbone in North America. OFC 2016: 1-3 - [c15]Monia Ghobadi, Ratul Mahajan, Amar Phanishayee, Nikhil R. Devanur, Janardhan Kulkarni, Gireeja Ranade, Pierre-Alexandre Blanche, Houman Rastegarfar, Madeleine Glick, Daniel C. Kilper:
ProjecToR: Agile Reconfigurable Data Center Interconnect. SIGCOMM 2016: 216-229 - 2015
- [c14]Nanxi Kang, Monia Ghobadi, John Reumann, Alexander Shraer, Jennifer Rexford:
Efficient traffic splitting on commodity switches. CoNEXT 2015: 6:1-6:13 - [c13]Radhika Mittal, Vinh The Lam, Nandita Dukkipati, Emily R. Blem, Hassan M. G. Wassel, Monia Ghobadi, Amin Vahdat, Yaogong Wang, David Wetherall, David Zats:
TIMELY: RTT-based Congestion Control for the Datacenter. SIGCOMM 2015: 537-550 - 2014
- [b1]Monia Ghobadi:
TCP Adaptation Framework in Data Centers. University of Toronto, Canada, 2014 - 2013
- [c12]Monia Ghobadi, Yashar Ganjali:
TCP Pacing in Data Center Networks. Hot Interconnects 2013: 25-32 - 2012
- [c11]Monia Ghobadi, Geoffrey Salmon, Yashar Ganjali, Martin Labrecque, J. Gregory Steffan:
Caliper: Precise and Responsive Traffic Generator. Hot Interconnects 2012: 25-32 - [c10]Monia Ghobadi, Soheil Hassas Yeganeh, Yashar Ganjali:
Rethinking end-to-end congestion control in software-defined networks. HotNets 2012: 61-66 - [c9]Monia Ghobadi, Yuchung Cheng, Ankur Jain, Matt Mathis:
Trickle: Rate Limiting YouTube Video Streaming. USENIX ATC 2012: 191-196 - 2011
- [c8]Nandita Dukkipati, Matt Mathis, Yuchung Cheng, Monia Ghobadi:
Proportional rate reduction for TCP. Internet Measurement Conference 2011: 155-170 - 2010
- [c7]Amin Tootoonchian, Monia Ghobadi, Yashar Ganjali:
OpenTM: Traffic Matrix Estimator for OpenFlow Networks. PAM 2010: 201-210 - [c6]Monia Ghobadi, Martin Labrecque, Geoffrey Salmon, Kaveh Aasaraai, Soheil Hassas Yeganeh, Yashar Ganjali, J. Gregory Steffan:
Caliper: a tool to generate precise and closed-loop traffic. SIGCOMM 2010: 445-446
2000 – 2009
- 2009
- [c5]Houman Rastegarfar, Monia Ghobadi, Yashar Ganjali:
Emulation of Optical PIFO Buffers. GLOBECOM 2009: 1-6 - 2008
- [j1]Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja:
Resource optimization algorithms for virtual private networks using the hose model. Comput. Networks 52(16): 3130-3147 (2008) - [c4]Neda Beheshti, Yashar Ganjali, Monia Ghobadi, Nick McKeown, Jad Naous, Geoff Salmon:
Performing time-sensitive network experiments. ANCS 2008: 127-128 - [c3]Neda Beheshti, Yashar Ganjali, Monia Ghobadi, Nick McKeown, Geoff Salmon:
Experimental study of router buffer sizing. Internet Measurement Conference 2008: 197-210 - 2007
- [c2]Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja:
Hierarchical Provisioning Algorithm for Virtual Private Networks Using the Hose Model. GLOBECOM 2007: 2467-2471 - [c1]Monia Ghobadi, Sudhakar Ganti, Gholamali C. Shoja:
Resource Optimization to Provision a Virtual Private Network Using the Hose Model. ICC 2007: 512-517
Coauthor Index
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last updated on 2024-10-01 20:47 CEST by the dblp team
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