Manya Ghobadi
4 papers · 2020–2024 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
NSDI (4)
Top co-authors
Keywords
distributed training
(2)
alternating optimization
(1)
parallelization strategy
(1)
remote direct memory access
(1)
packet processing
(1)
traffic analysis
(1)
fpga prototype
(1)
failure prediction
(1)
network interface card
(1)
job scheduling
(1)
human mobility
(1)
machine learning cluster
(1)
network communication
(1)
completion time
(1)
network topology optimization
(1)
deep neural network training
(1)
network risk
(1)
backbone management
(1)
transport protocol
(1)
programmable hardware
(1)
Papers
CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters
NSDI 2024
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs
NSDI 2023
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond
NSDI 2021
Enabling Programmable Transport Protocols in High-Speed NICs
NSDI 2020