Rodrigo Fonseca
7 papers · 2015–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (9) π Cross-Pollinator (14)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NSDI (4)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
neural architecture search
(3)
cloud computing
(2)
monte carlo tree search
(2)
transfer learning
(1)
hyperparameter optimization
(1)
network monitoring
(1)
network diagnosis
(1)
resource allocation
(1)
weight sharing
(1)
bayesian optimization
(1)
parameter tuning
(1)
deep neural network
(1)
throughput optimization
(1)
cluster management
(1)
load balancing
(1)
distributed system
(1)
distributed packet trace
(1)
streaming data abstraction
(1)
packet capture
(1)
header transformation
(1)
Papers
Making Kernel Bypass Practical for the Cloud with Junction
NSDI 2024
SelfTune: Tuning Cluster Managers
NSDI 2023
Few-Shot Neural Architecture Search
ICML 2021
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search
AAAI 2020
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search
NIPS 2020
dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces
NSDI 2019
Retro: Targeted Resource Management in Multi-tenant Distributed Systems
NSDI 2015