Publications
Cerberus: The Power of Choices in Datacenter Topology Design (A Throughput Perspective)
C. Griner, J. Zerwas, A. Blenk, S. Schmid, M. Ghobadi, and C. Avin
ACM SIGMETRICS 2022
To appear
ARROW: Restoration-Aware Traffic Engineering
Z. Zhong, M. Ghobadi, A. Khaddaj, J. Leach, Y. Xia, Y. Zhang
ACM SIGCOMM 2021
Paper |
Slides
|
Video |
BibTeX |
Code arrow
News article: Who Can Bend Light for Cheaper Internet?
@inproceedings{zhong2021arrow,
title={ARROW: restoration-aware traffic engineering},
author={Zhong, Zhizhen and Ghobadi, Manya and Khaddaj, Alaa and Leach, Jonathan and Xia, Yiting and
Zhang, Ying},
booktitle={Proceedings of the 2021 ACM SIGCOMM 2021 Conference},
pages={560--579},
year={2021}
}
BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength
Reconfiguration
Z. Zhong, M. Ghobadi, M. Balandat, S. Katti, A. Kazerouni, J. Leach, M. McKillop, Y. Zhang
OFC 2021
Paper |
Slides |
BibTeX |
Code bow
Postdeadline Paper
@inproceedings{zhong2021bow,
title={BOW: First Real-World Demonstration of a Bayesian Optimization System for Wavelength
Reconfiguration},
author={Zhong, Zhizhen and Ghobadi, Manya and Balandat, Maximilian and Katti, Sanjeevkumar and
Kazerouni, Abbas and Leach, Jonathan and McKillop, Mark and Zhang, Ying},
booktitle={Optical Fiber Communication Conference},
pages={F3B--1},
year={2021},
organization={Optical Society of America}
}
SiP-ML: High-Bandwidth Optical Network Interconnects for Machine Learning Training
M. Khani, M. Ghobadi, M. Alizadeh, Z. Zhu, M. Glick, K. Bergman, A. Vahdat, B. Klenk, E.
Ebrahimi
ACM SIGCOMM 2021
Paper |
Slides |
BibTeX |
Code rostam
@inproceedings{khani2021sip,
title={SiP-ML: high-bandwidth optical network interconnects for machine learning training},
author={Khani, Mehrdad and Ghobadi, Manya and Alizadeh, Mohammad and Zhu, Ziyi and Glick, Madeleine
and Bergman, Keren and Vahdat, Amin and Klenk, Benjamin and Ebrahimi, Eiman},
booktitle={Proceedings of the 2021 ACM SIGCOMM 2021 Conference},
pages={657--675},
year={2021}
}
OptFlow: A Flow-based Abstraction for Programmable Topologies
K. Foerster, L. Luo, M. Ghobadi
ACM SOSR 2020
Paper |
BibTeX
@inproceedings{foerster2020optflow,
title={Optflow: A flow-based abstraction for programmable topologies},
author={Foerster, Klaus-Tycho and Luo, Long and Ghobadi, Manya},
booktitle={Proceedings of the Symposium on SDN Research},
pages={96--102},
year={2020}
}
Bandwidth Steering for HPC using Silicon Nanophotonics
G. Michelogiannakis, Y. Shen, M. Y. Teh, X. Meng, B. Aivazi, T. Groves, J. Shalf, M. Glick, M.
Ghobadi, L. Dennison, K. Bergman
ACM/IEEE Supercomputing Conference 2019
Paper |
BibTeX
@inproceedings{michelogiannakis2019bandwidth,
title={Bandwidth steering in HPC using silicon nanophotonics},
author={Michelogiannakis, George and Shen, Yiwen and Teh, Min Yee and Meng, Xiang and Aivazi,
Benjamin and Groves, Taylor and Shalf, John and Glick, Madeleine and Ghobadi, Manya and Dennison,
Larry and others},
booktitle={Proceedings of the International Conference for High Performance Computing, Networking,
Storage and Analysis},
pages={1--25},
year={2019}
}
RADWAN: Rate Adaptive Wide Area Network
R. Singh, M. Ghobadi, K. Foerster, M. Filer, P. Gill
ACM SIGCOMM 2018
Paper
|
Slides |
BibTeX
@inproceedings{singh2018radwan,
title={RADWAN: rate adaptive wide area network},
author={Singh, Rachee and Ghobadi, Manya and Foerster, Klaus-Tycho and Filer, Mark and Gill,
Phillipa},
booktitle={Proceedings of the 2018 Conference of the ACM Special Interest Group on Data
Communication},
pages={547--560},
year={2018}
}
Characterizing the Algorithmic Complexity of Reconfigurable Data Center Architectures
K. Foerster, M. Ghobadi, S. Schmid
ACM/IEEE
ANCS 2018
Paper |
BibTeX
@inproceedings{foerster2018characterizing,
title={Characterizing the algorithmic complexity of reconfigurable data center architectures},
author={Foerster, Klaus-Tycho and Ghobadi, Manya and Schmid, Stefan},
booktitle={Proceedings of the 2018 Symposium on Architectures for Networking and Communications
Systems},
pages={89--96},
year={2018}
}
PINE: An Energy Efficient Flexibly Interconnected Photonic Data Center Architecture for Extreme
Scalability
K. Bergman, J. Shalf, G. Michelogiannakis, S. Rumley, L. Dennison, M. Ghobadi
IEEE Optical
Interconnects 2018
Paper |
BibTeX
@inproceedings{bergman2018pine,
title={PINE: An energy efficient flexibly interconnected photonic data center architecture for
extreme scalability},
author={Bergman, Keren and Shalf, John and Michelogiannakis, George and Rumley, Sebastien and
Dennison, Larry and Ghobadi, Monia},
booktitle={2018 IEEE Optical Interconnects Conference (OI)},
pages={25--26},
year={2018},
organization={IEEE}
}
Run, Walk, Crawl: Towards Dynamic Link Capacities
R. Singh, M. Ghobadi, K. Foerster, M. Filer, P. Gill
ACM HotNets
2017
Paper
|
HotNets
dialogue |
Press |
BibTeX
@inproceedings{singh2017run,
title={Run, walk, crawl: Towards dynamic link capacities},
author={Singh, Rachee and Ghobadi, Monia and Foerster, Klaus-Tycho and Filer, Mark and Gill,
Phillipa},
booktitle={Proceedings of the 16th ACM Workshop on Hot Topics in Networks},
pages={143--149},
year={2017}
}
ProjecToR: Agile Reconfigurable Data Center Interconnect
M. Ghobadi, R. Mahajan, A. Phanishayee, N. Devanur, J. Kulkarni, G. Ranade, P. Blanche, H.
Rastegarfar, M. Glick, D. Kilper
ACM SIGCOMM 2016
Paper |
Slides (.pdf) |
Slides (.pptx) |
Disco Ball tech. report |
BibTeX
@inproceedings{ghobadi2016projector,
title={Projector: Agile reconfigurable data center interconnect},
author={Ghobadi, Monia and Mahajan, Ratul and Phanishayee, Amar and Devanur, Nikhil and Kulkarni,
Janardhan and Ranade, Gireeja and Blanche, Pierre-Alexandre and Rastegarfar, Houman and Glick,
Madeleine and Kilper, Daniel},
booktitle={Proceedings of the 2016 ACM SIGCOMM Conference},
pages={216--229},
year={2016}
}
Evaluation of Elastic Modulation Gains in Microsoft's Optical Backbone in North America
M. Ghobadi, J. Gaudette, R. Mahajan, A. Phanishayee, B. Klinkers, D. Kilper
OFC 2016
Paper |
Slides
|
BibTeX
@inproceedings{ghobadi2016evaluation,
title={Evaluation of elastic modulation gains in microsoft's optical backbone in North America},
author={Ghobadi, Monia and Gaudette, Jamie and Mahajan, Ratul and Phanishayee, Amar and Klinkers,
Buddy and Kilper, Daniel},
booktitle={2016 Optical Fiber Communications Conference and Exhibition (OFC)},
pages={1--3},
year={2016},
organization={IEEE}
}
