Rodrigo Fonseca

Rodrigo Fonseca

Brown University

H-index: 47

North America-United States

About Rodrigo Fonseca

Rodrigo Fonseca, With an exceptional h-index of 47 and a recent h-index of 30 (since 2020), a distinguished researcher at Brown University, specializes in the field of Networking, Distributed Systems, Operating Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Exploring LLM-based Agents for Root Cause Analysis

Junctiond: Extending FaaS Runtimes with Kernel-Bypass

Method and system to predict the ingress interface of internet traffic

Making Kernel Bypass Practical for the Cloud with Junction

Workload Intelligence: Punching Holes Through the Cloud Abstraction

Understanding the Neglected Cost of Serverless Cluster Management

{SelfTune}: Tuning Cluster Managers

PACE: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis

Rodrigo Fonseca Information

University

Position

Associate Professor of Computer Science

Citations(all)

11550

Citations(since 2020)

3729

Cited By

9107

hIndex(all)

47

hIndex(since 2020)

30

i10Index(all)

88

i10Index(since 2020)

52

Email

University Profile Page

Brown University

Google Scholar

View Google Scholar Profile

Rodrigo Fonseca Skills & Research Interests

Networking

Distributed Systems

Operating Systems

Top articles of Rodrigo Fonseca

Title

Journal

Author(s)

Publication Date

Exploring LLM-based Agents for Root Cause Analysis

arXiv preprint arXiv:2403.04123

Devjeet Roy

Xuchao Zhang

Rashi Bhave

Chetan Bansal

Pedro Las-Casas

...

2024/3/7

Junctiond: Extending FaaS Runtimes with Kernel-Bypass

arXiv preprint arXiv:2403.03377

Enrique Saurez

Joshua Fried

Gohar Irfan Chaudhry

Esha Choukse

Íñigo Goiri

...

2024/3/6

Method and system to predict the ingress interface of internet traffic

2024/2/1

Making Kernel Bypass Practical for the Cloud with Junction

Joshua Fried

Gohar Irfan Chaudhry

Enrique Saurez

Esha Choukse

Íñigo Goiri

...

2024

Workload Intelligence: Punching Holes Through the Cloud Abstraction

arXiv preprint arXiv:2404.19143

Lexiang Huang

Anjaly Parayil

Jue Zhang

Xiaoting Qin

Chetan Bansal

...

2024/4/29

Understanding the Neglected Cost of Serverless Cluster Management

Lazar Cvetković

Rodrigo Fonseca

Ana Klimovic

2023/10/23

{SelfTune}: Tuning Cluster Managers

Ajaykrishna Karthikeyan

Nagarajan Natarajan

Gagan Somashekar

Lei Zhao

Ranjita Bhagwan

...

2023

PACE: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis

arXiv preprint arXiv:2309.05833

Dylan Zhang

Xuchao Zhang

Chetan Bansal

Pedro Las-Casas

Rodrigo Fonseca

...

2023/9/11

Myths and misconceptions around reducing carbon embedded in cloud platforms

Jialun Lyu

Jaylen Wang

Kali Frost

Chaojie Zhang

Celine Irvene

...

2023/7/9

Palette load balancing: Locality hints for serverless functions

Mania Abdi

Samuel Ginzburg

Xiayue Charles Lin

Jose Faleiro

Gohar Irfan Chaudhry

...

2023/5/8

A Holistic View of AI-driven Network Incident Management

Pouya Hamadanian

Behnaz Arzani

Sadjad Fouladi

Siva Kesava Reddy Kakarla

Rodrigo Fonseca

...

2023/11/28

With great freedom comes great opportunity: Rethinking resource allocation for serverless functions

Muhammad Bilal

Marco Canini

Rodrigo Fonseca

Rodrigo Rodrigues

2023/5/8

TIPSY: predicting where traffic will ingress a WAN

Michael Markovitch

Sharad Agarwal

Rodrigo Fonseca

Ryan Beckett

Chuanji Zhang

...

2022/8/22

Few-shot neural architecture search

Yiyang Zhao

Linnan Wang

Yuandong Tian

Rodrigo Fonseca

Tian Guo

2021/7/1

Efficient queue management for cluster scheduling

2021/5/18

Sample-efficient neural architecture search by learning actions for monte carlo tree search

IEEE Transactions on Pattern Analysis and Machine Intelligence

Linnan Wang

Saining Xie

Teng Li

Rodrigo Fonseca

Yuandong Tian

2021/4/17

Chemical emissions from cured and uncured 3D-printed ventilator patient circuit medical parts

ACS omega

Jordan E Krechmer

Brennan Phillips

Nicholas Chaloux

Russell Shomberg

Conner Daube

...

2021/11/8

Faa$T: A transparent auto-scaling cache for serverless applications

Francisco Romero

Gohar Irfan Chaudhry

Íñigo Goiri

Pragna Gopa

Paul Batum

...

2021/11/1

Faster and cheaper serverless computing on harvested resources

Yanqi Zhang

Íñigo Goiri

Gohar Irfan Chaudhry

Rodrigo Fonseca

Sameh Elnikety

...

2021/10/26

Neural architecture search using deep neural networks and monte carlo tree search

Proceedings of the AAAI Conference on Artificial Intelligence

Linnan Wang

Yiyang Zhao

Yuu Jinnai

Yuandong Tian

Rodrigo Fonseca

2020/4/3

See List of Professors in Rodrigo Fonseca University(Brown University)

Co-Authors

H-index: 161
Scott Shenker

Scott Shenker

University of California, Berkeley

H-index: 153
Ion Stoica

Ion Stoica

University of California, Berkeley

H-index: 132
David CULLER

David CULLER

University of California, Berkeley

H-index: 67
Philip Levis

Philip Levis

Stanford University

H-index: 59
Wagner Meira, Jr.

Wagner Meira, Jr.

Universidade Federal de Minas Gerais

H-index: 57
Shriram Krishnamurthi

Shriram Krishnamurthi

Brown University

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