T. S. Eugene Ng
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (6)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NSDI (3)
OSDI (2)
ICML (1)
Top co-authors
Keywords
distributed training
(2)
data center network
(2)
network monitoring
(1)
decentralized control
(1)
deep learning model
(1)
convergence speed
(1)
communication optimization
(1)
training throughput
(1)
communication overhead
(1)
congestion control
(1)
datacenter network
(1)
bandwidth allocation
(1)
flow control
(1)
max-min fairness
(1)
programmable switch
(1)
network congestion
(1)
network telemetry
(1)
in-network telemetry
(1)
queuing delay
(1)
gradient synchronization
(1)
Papers
SΓΆze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale
OSDI 2025
ZEN: Empowering Distributed Training with Sparsity-driven Data Synchronization
OSDI 2025
Poseidon: Efficient, Robust, and Practical Datacenter CC via Deployable INT
NSDI 2023
DRAGONN: Distributed Randomized Approximate Gradients of Neural Networks
ICML 2022
Closed-loop Network Performance Monitoring and Diagnosis with SpiderMon
NSDI 2022
RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge
NSDI 2022