Rodrigo Fonseca
9 papers · 2015–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(16)
🧬
Topic Evolution
Venues
Top co-authors
Research topics
Computer Science
(5)
Machine Learning
(5)
Systems
(5)
Artificial Intelligence
(4)
Learning Paradigms
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Optimization
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Computer Science
(1)
Core AI
(1)
Learning Types
(1)
Keywords
neural architecture search
(3)
monte carlo tree search
(2)
cloud computing
(2)
black-box optimization
(1)
parameter tuning
(1)
network monitoring
(1)
hyperparameter optimization
(1)
resource allocation
(1)
weight sharing
(1)
bayesian optimization
(1)
agentic workflow
(1)
network diagnosis
(1)
deep neural network
(1)
throughput optimization
(1)
transfer learning
(1)
cluster management
(1)
load balancing
(1)
distributed system
(1)
distributed packet trace
(1)
few-shot learning
(1)
Papers
Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms
OSDI 2026
Octopus: Enhancing CXL Memory Pods via Sparse Topology
NSDI 2026
Making Kernel Bypass Practical for the Cloud with Junction
NSDI 2024
SelfTune: Tuning Cluster Managers
NSDI 2023
Few-Shot Neural Architecture Search
ICML 2021
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search
NeurIPS 2020
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search
AAAI 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