2026 Rodrigo Fonseca: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	44	7455	7238	3248	3124	107	10499

Overview

Rodrigo Fonseca is affiliated with Brown University in the United States and has contributed extensively to the field of computer science. Their research spans multiple subfields, with a primary focus on areas such as computer networks and communications, artificial intelligence, and information systems.

Their scholarly output includes publications in prominent venues, emphasizing both theoretical and applied aspects of computing. Frequent publication venues include:

arXiv (Cornell University)
IEEE Micro
Proceedings of the AAAI Conference on Artificial Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACS Omega

Rodrigo Fonseca's research topics reflect a breadth in technology domains such as:

Cloud Computing and Resource Management
Machine Learning and Data Classification
Advanced Neural Network Applications
Caching and Content Delivery
Software System Performance and Reliability
Domain Adaptation and Few-Shot Learning
Advanced Bandit Algorithms Research

Recent publications demonstrate engagements with both foundational and emerging computational challenges. Selected papers include:

"Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider" (2020), arXiv (Cornell University)
"Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search" (2020), Proceedings of the AAAI Conference on Artificial Intelligence
"Sample-Efficient Neural Architecture Search by Learning Actions for Monte Carlo Tree Search" (2021), IEEE Transactions on Pattern Analysis and Machine Intelligence
"Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search" (2020), arXiv (Cornell University)

The collaboration network reflects partnerships with multiple researchers frequently contributing in joint research efforts. Notable coauthors include:

Ricardo Bianchini
Esha Choukse
Íñigo Goiri
Chetan Bansal
Linnan Wang

Best Publications

Collection tree protocol

Omprakash Gnawali;Rodrigo Fonseca;Kyle Jamieson;David Moss

1894
Citations
X-trace: a pervasive network tracing framework

Rodrigo Fonseca;George Porter;Randy H. Katz;Scott Shenker

655
Citations
Beacon vector routing: scalable point-to-point routing in wireless sensornets

Rodrigo Fonseca;Sylvia Ratnasamy;Jerry Zhao;Cheng Tien Ee

481
Citations
Four-Bit Wireless Link Estimation.

Rodrigo Fonseca;Omprakash Gnawali;Kyle Jamieson;Philip Alexander Levis

477
Citations
A methodology for workload characterization of E-commerce sites

Daniel A. Menascé;Virgilio A. F. Almeida;Rodrigo Fonseca;Marco A. Mendes

408
Citations
Jockey: guaranteed job latency in data parallel clusters

Andrew D. Ferguson;Peter Bodik;Srikanth Kandula;Eric Boutin

404
Citations
Participatory networking: an API for application control of SDNs

Andrew D. Ferguson;Arjun Guha;Chen Liang;Rodrigo Fonseca

357
Citations
Flush: a reliable bulk transport protocol for multihop wireless networks

Sukun Kim;Rodrigo Fonseca;Prabal Dutta;Arsalan Tavakoli

334
Citations
Reliable transfer on wireless sensor networks

Sukun Kim;R. Fonseca;D. Culler

301
Citations
Pivot tracing: dynamic causal monitoring for distributed systems

Jonathan Mace;Ryan Roelke;Rodrigo Fonseca

265
Citations
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider

Mohammad Shahrad;Rodrigo Fonseca;Íñigo Goiri;Gohar Chaudhry

255
Citations
Quanto: tracking energy in networked embedded systems

Rodrigo Fonseca;Prabal Dutta;Philip Levis;Ion Stoica

237
Citations
CTP: An efficient, robust, and reliable collection tree protocol for wireless sensor networks

Omprakash Gnawali;Rodrigo Fonseca;Kyle Jamieson;Maria Kazandjieva

222
Citations
Planck: millisecond-scale monitoring and control for commodity networks

Jeff Rasley;Brent Stephens;Colin Dixon;Eric Rozner

222
Citations
FITing-Tree: A Data-aware Index Structure

Alex Galakatos;Michael Markovitch;Carsten Binnig;Rodrigo Fonseca

211
Citations
Rank-preserving two-level caching for scalable search engines

Patricia Correia Saraiva;Edleno Silva de Moura;Nivio Ziviani;Wagner Meira

206
Citations
In search of invariants for e-business workloads

Daniel Menascé;Virgílio Almeida;Rudolf Riedi;Flávia Ribeiro

195
Citations
Business-oriented resource management policies for e-commerce servers

Daniel A. Menascé;Virgilio A. F. Almeida;Rodrigo Fonseca;Marco A. Mendes

181
Citations
Towards a sensor network architecture: lowering the waistline

David Culler;Prabal Dutta;Cheng Tien Ee;Rodrigo Fonseca

178
Citations
PARMA: a parallel randomized algorithm for approximate association rules mining in MapReduce

Matteo Riondato;Justin A. DeBrabant;Rodrigo Fonseca;Eli Upfal

167
Citations

Frequent Co-Authors

Virgilio Almeida Universidade Federal de Minas Gerais

Ion Stoica University of California, Berkeley

Wagner Meira Universidade Federal de Minas Gerais

Daniel A. Menascé George Mason University

Scott Shenker University of California, Berkeley

David E. Culler University of California, Berkeley

Philip Levis Stanford University

Shriram Krishnamurthi Brown University

Rudolf H. Riedi Rice University

Prabal Dutta University of California, Berkeley

External Links

Personal website of Rodrigo Fonseca Google Scholar page

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