Manya Ghobadi

Orcid: 0000-0002-4095-1519

Affiliations:
  • Massachusetts Institute of Technology


According to our database1, Manya Ghobadi authored at least 67 papers between 2007 and 2024.

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Bibliography

2024
MLTCP: Congestion Control for DNN Training.
CoRR, 2024

CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023
Optimized Network Architectures for Large Language Model Training with Billions of Parameters.
CoRR, 2023

PEOPL: Characterizing Privately Encoded Open Datasets with Public Labels.
CoRR, 2023

Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Demo: First Demonstration of Real-Time Photonic-Electronic DNN Acceleration on SmartNICs.
Proceedings of the ACM SIGCOMM 2023 Conference, 2023

TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

InfoShape: Task-Based Neural Data Shaping via Mutual Information.
Proceedings of the IEEE International Conference on Acoustics, 2023

On-Fiber Photonic Computing.
Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

2022
Performance trade-offs in reconfigurable networks for HPC.
JOCN, 2022

Delocalized Photonic Deep Learning on the Internet's Edge.
CoRR, 2022

TopoOpt: Optimizing the Network Topology for Distributed DNN Training.
CoRR, 2022

Using trio: juniper networks' programmable chipset - for emerging in-network applications.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

ABM: active buffer management in datacenters.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

WDM-Enabled Photonic Edge Computing.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Emerging Optical Interconnects for AI Systems.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

Congestion control in machine learning clusters.
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.
Proc. ACM Meas. Anal. Comput. Syst., 2021

NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training.
CoRR, 2021

FB: A Flexible Buffer Management Scheme for Data Center Switches.
CoRR, 2021

IOI: In-network Optical Inference.
Proceedings of the OptSys '21: Proceedings of the ACM SIGCOMM 2021 Workshop on Optical Systems, 2021

ARROW: restoration-aware traffic engineering.
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.
Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Are WANs Ready for Optical Topology Programming?
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.
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.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

In-network Aggregation for Shared Machine Learning Clusters.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

2020
On the Complexity of Traffic Traces and Implications.
Proc. ACM Meas. Anal. Comput. Syst., 2020

PINE: Photonic Integrated Networked Energy efficient datacenters (ENLITENED Program) [Invited].
JOCN, 2020

Performance Analysis of Demand-Oblivious and Demand-Aware Optical Datacenter Network Designs.
CoRR, 2020

OptFlow: A Flow-based Abstraction for Programmable Topologies.
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.
Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Challenging the Stateless Quo of Programmable Switches.
Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

2019
Measuring the Complexity of Packet Traces.
CoRR, 2019

TEAVAR: striking the right utilization-availability balance in WAN traffic engineering.
Proceedings of the ACM Special Interest Group on Data Communication, 2019

Bandwidth steering in HPC using silicon nanophotonics.
Proceedings of the International Conference for High Performance Computing, 2019

FAB: Toward Flow-aware Buffer Sharing on Programmable Switches.
Proceedings of the BS '19: 2019 Workshop on Buffer Sizing, 2019

2018
RADWAN: rate adaptive wide area network.
Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Beyond SmartNICs: Towards a Fully Programmable Cloud: Invited Paper.
Proceedings of the IEEE 19th International Conference on High Performance Switching and Routing, 2018

Beyond Binary Failures in Networks.
Proceedings of the Applied Networking Research Workshop, 2018

Characterizing the algorithmic complexity of reconfigurable data center architectures.
Proceedings of the 2018 Symposium on Architectures for Networking and Communications Systems, 2018

2017
Understanding and Mitigating Packet Corruption in Data Center Networks.
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.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Run, Walk, Crawl: Towards Dynamic Link Capacities.
Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

HotCocoa: Hardware Congestion Control Abstractions.
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].
JOCN, 2016

ProjecToR: Agile Reconfigurable Data Center Interconnect.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Optical Layer Failures in a Large Backbone.
Proceedings of the 2016 ACM on Internet Measurement Conference, 2016

ECN or Delay: Lessons Learnt from Analysis of DCQCN and TIMELY.
Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, 2016

2015
TIMELY: RTT-based Congestion Control for the Datacenter.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

Efficient traffic splitting on commodity switches.
Proceedings of the 11th ACM Conference on Emerging Networking Experiments and Technologies, 2015

2014
TCP Adaptation Framework in Data Centers.
PhD thesis, 2014

2013
TCP Pacing in Data Center Networks.
Proceedings of the IEEE 21st Annual Symposium on High-Performance Interconnects, 2013

2012
Trickle: Rate Limiting YouTube Video Streaming.
Proceedings of the 2012 USENIX Annual Technical Conference, 2012

Rethinking end-to-end congestion control in software-defined networks.
Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

Caliper: Precise and Responsive Traffic Generator.
Proceedings of the IEEE 20th Annual Symposium on High-Performance Interconnects, 2012

2011
Proportional rate reduction for TCP.
Proceedings of the 11th ACM SIGCOMM Internet Measurement Conference, 2011

2010
Caliper: a tool to generate precise and closed-loop traffic.
Proceedings of the ACM SIGCOMM 2010 Conference on Applications, 2010

OpenTM: Traffic Matrix Estimator for OpenFlow Networks.
Proceedings of the Passive and Active Measurement, 11th International Conference, 2010

2009
Emulation of Optical PIFO Buffers.
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.
Comput. Networks, 2008

Experimental study of router buffer sizing.
Proceedings of the 8th ACM SIGCOMM Internet Measurement Conference, 2008

Performing time-sensitive network experiments.
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.
Proceedings of IEEE International Conference on Communications, 2007

Hierarchical Provisioning Algorithm for Virtual Private Networks Using the Hose Model.
Proceedings of the Global Communications Conference, 2007


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