Rodrigo Fonseca

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 56

Top Topics

Monte Carlo Tree Search

Neural Architecture

Top Venues

USENIX Annual Technical Conference

Publications

Chengyi Nie, Rodrigo Fonseca, Zhenhua Liu
Aladdin: Joint Placement and Scaling for SLO-Aware LLM Serving. CoRR (2024)
Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman
Designing Cloud Servers for Lower Carbon. ISCA (2024)
Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
Exploring LLM-based Agents for Root Cause Analysis. CoRR (2024)
Enrique Saurez, Joshua Fried, Gohar Irfan Chaudhry, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Adam Belay, Rodrigo Fonseca
Junctiond: Extending FaaS Runtimes with Kernel-Bypass. CoRR (2024)
Lexiang Huang, Anjaly Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit A. Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
Workload Intelligence: Punching Holes Through the Cloud Abstraction. CoRR (2024)
Joshua Fried, Gohar Irfan Chaudhry, Enrique Saurez, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Rodrigo Fonseca, Adam Belay
Making Kernel Bypass Practical for the Cloud with Junction. NSDI (2024)
Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
Exploring LLM-Based Agents for Root Cause Analysis. SIGSOFT FSE Companion (2024)
Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
LM-PACE: Confidence Estimation by Large Language Models for Effective Root Causing of Cloud Incidents. SIGSOFT FSE Companion (2024)
Lazar Cvetkovic, Rodrigo Fonseca, Ana Klimovic
Understanding the Neglected Cost of Serverless Cluster Management. WORDS@SOSP (2023)
Mania Abdi, Samuel Ginzburg, Xiayue Charles Lin, Jose M. Faleiro, Gohar Irfan Chaudhry, Iñigo Goiri, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
Palette Load Balancing: Locality Hints for Serverless Functions. EuroSys (2023)
Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
SelfTune: Tuning Cluster Managers. NSDI (2023)
Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Henrique B. Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis. CoRR (2023)
Pouya Hamadanian, Behnaz Arzani, Sadjad Fouladi, Siva Kesava Reddy Kakarla, Rodrigo Fonseca, Denizcan Billor, Ahmad Cheema, Edet Nkposong, Ranveer Chandra
A Holistic View of AI-driven Network Incident Management. HotNets (2023)
Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms. HotCarbon (2023)
Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions. EuroSys (2023)
Michael Markovitch, Sharad Agarwal, Rodrigo Fonseca, Ryan Beckett, Chuanji Zhang, Irena Atov, Somesh Chaturmohta
TIPSY: predicting where traffic will ingress a WAN. SIGCOMM (2022)
Linnan Wang, Saining Xie, Teng Li, Rodrigo Fonseca, Yuandong Tian
Sample-Efficient Neural Architecture Search by Learning Actions for Monte Carlo Tree Search. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions. CoRR (2021)
Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. CoRR (2021)
Yiyang Zhao, Linnan Wang, Yuandong Tian, Rodrigo Fonseca, Tian Guo
Few-Shot Neural Architecture Search. ICML (2021)
Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. SoCC (2021)
Yanqi Zhang, Iñigo Goiri, Gohar Irfan Chaudhry, Rodrigo Fonseca, Sameh Elnikety, Christina Delimitrou, Ricardo Bianchini
Faster and Cheaper Serverless Computing on Harvested Resources. SOSP (2021)
Yiyang Zhao, Linnan Wang, Yuandong Tian, Rodrigo Fonseca, Tian Guo
Few-shot Neural Architecture Search. CoRR (2020)
Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
Pivot tracing: dynamic causal monitoring for distributed systems. Commun. ACM 63 (3) (2020)
Mohammad Shahrad, Rodrigo Fonseca, Iñigo Goiri, Gohar Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, Ricardo Bianchini
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider. USENIX Annual Technical Conference (2020)
Mohammad Shahrad, Rodrigo Fonseca, Iñigo Goiri, Gohar Chaudhry, Ricardo Bianchini
Open Characterization and Optimization of the Serverless Workload at a Large Cloud Provider Source Project Health. login Usenix Mag. 45 (4) (2020)
Linnan Wang, Rodrigo Fonseca, Yuandong Tian
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search. CoRR (2020)
Linnan Wang, Rodrigo Fonseca, Yuandong Tian
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search. NeurIPS (2020)
Mohammad Shahrad, Rodrigo Fonseca, Iñigo Goiri, Gohar Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, Ricardo Bianchini
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider. CoRR (2020)
Linnan Wang, Yiyang Zhao, Yuu Jinnai, Yuandong Tian, Rodrigo Fonseca
Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search. AAAI (2020)
Nicholas DeMarinis, Kent Williams-King, Di Jin, Rodrigo Fonseca, Vasileios P. Kemerlis
sysfilter: Automated System Call Filtering for Commodity Software. RAID (2020)
Fangdan Ye, Da Yu, Ennan Zhai, Hongqiang Harry Liu, Bingchuan Tian, Qiaobo Ye, Chunsheng Wang, Xin Wu, Tianchen Guo, Cheng Jin, Duncheng She, Qing Ma, Biao Cheng, Hui Xu, Ming Zhang, Zhiliang Wang, Rodrigo Fonseca
Accuracy, Scalability, Coverage: A Practical Configuration Verifier on a Global WAN. SIGCOMM (2020)
Linnan Wang, Wei Wu, Junyu Zhang, Hang Liu, George Bosilca, Maurice Herlihy, Rodrigo Fonseca
FFT-based Gradient Sparsification for the Distributed Training of Deep Neural Networks. HPDC (2020)
Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska
FITing-Tree: A Data-aware Index Structure. SIGMOD Conference (2019)
Linnan Wang, Yiyang Zhao, Yuu Jinnai, Yuandong Tian, Rodrigo Fonseca
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search. CoRR (2019)
Linnan Wang, Saining Xie, Teng Li, Rodrigo Fonseca, Yuandong Tian
Sample-Efficient Neural Architecture Search by Learning Action Space. CoRR (2019)
Tobias Ziegler, Sumukha Tumkur Vani, Carsten Binnig, Rodrigo Fonseca, Tim Kraska
Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks. SIGMOD Conference (2019)
Da Yu, Yibo Zhu, Behnaz Arzani, Rodrigo Fonseca, Tianrong Zhang, Karl Deng, Lihua Yuan
dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces. NSDI (2019)
Nicholas DeMarinis, Stefanie Tellex, Vasileios P. Kemerlis, George Dimitri Konidaris, Rodrigo Fonseca
Scanning the Internet for ROS: A View of Security in Robotics Research. ICRA (2019)
Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems. ACM Trans. Comput. Syst. 35 (4) (2018)
Linnan Wang, Wei Wu, Yiyang Zhao, Junyu Zhang, Hang Liu, George Bosilca, Jack J. Dongarra, Maurice Herlihy, Rodrigo Fonseca
SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks. CoRR (2018)
Pedro Henrique B. Las-Casas, Jonathan Mace, Dorgival O. Guedes, Rodrigo Fonseca
Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay. SoCC (2018)
Jonathan Mace, Rodrigo Fonseca
Universal context propagation for distributed system instrumentation. EuroSys (2018)
Nicholas DeMarinis, Stefanie Tellex, Vasileios P. Kemerlis, George Dimitri Konidaris, Rodrigo Fonseca
Scanning the Internet for ROS: A View of Security in Robotics Research. CoRR (2018)
Alex Galakatos, Michael Markovitch, Carsten Binnig, Rodrigo Fonseca, Tim Kraska
A-Tree: A Bounded Approximate Index Structure. CoRR (2018)
Jeff Rasley, Yuxiong He, Feng Yan, Olatunji Ruwase, Rodrigo Fonseca
HyperDrive: exploring hyperparameters with POP scheduling. Middleware (2017)
Nicholas DeMarinis, Rodrigo Fonseca
Toward Usable Network Traffic Policies for IoT Devices in Consumer Networks. IoT S&P@CCS (2017)
Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems. USENIX Annual Technical Conference (2016)
Raja R. Sambasivan, Ilari Shafer, Jonathan Mace, Benjamin H. Sigelman, Rodrigo Fonseca, Gregory R. Ganger
Principled workflow-centric tracing of distributed systems. SoCC (2016)
Jonathan Mace, Peter Bodík, Madanlal Musuvathi, Rodrigo Fonseca, Krishnan Varadarajan
2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services. SIGCOMM (2016)
Da Yu, Luo Mai, Somaya Arianfar, Rodrigo Fonseca, Orran Krieger, David Oran
Towards a Network Marketplace in a Cloud. HotCloud (2016)
Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems. login Usenix Mag. 41 (1) (2016)
Junyang Chen, Mostafa H. Ammar, Marwan Fayed, Rodrigo Fonseca
Client-Driven Network-level QoE fairness for Encrypted 'DASH-S'. Internet-QoE@SIGCOMM (2016)
Tim Nelson, Nicholas DeMarinis, Timothy Adam Hoff, Rodrigo Fonseca, Shriram Krishnamurthi
Compiling Stateful Network Properties for Runtime Verification. CoRR (2016)
Jeff Rasley, Konstantinos Karanasos, Srikanth Kandula, Rodrigo Fonseca, Milan Vojnovic, Sriram Rao
Efficient queue management for cluster scheduling. EuroSys (2016)
Tim Nelson, Nicholas DeMarinis, Timothy Adam Hoff, Rodrigo Fonseca, Shriram Krishnamurthi
Switches are Monitors Too!: Stateful Property Monitoring as a Switch Design Criterion. HotNets (2016)
Tao Li, Albert Rafetseder, Rodrigo Fonseca, Justin Cappos
Fence: Protecting Device Availability With Uniform Resource Control. USENIX Annual Technical Conference (2015)
Marcelo Martins, Justin Cappos, Rodrigo Fonseca
Selectively Taming Background Android Apps to Improve Battery Lifetime. USENIX Annual Technical Conference (2015)
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi
Retro: Targeted Resource Management in Multi-tenant Distributed Systems. NSDI (2015)
Tim Nelson, Andrew D. Ferguson, Da Yu, Rodrigo Fonseca, Shriram Krishnamurthi
Exodus: toward automatic migration of enterprise network configurations to SDNs. SOSR (2015)
Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
Pivot tracing: dynamic causal monitoring for distributed systems. SOSP (2015)
Tim Nelson, Da Yu, Yiming Li, Rodrigo Fonseca, Shriram Krishnamurthi
Simon: scriptable interactive monitoring for SDNs. SOSR (2015)
Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madanlal Musuvathi
Towards General-Purpose Resource Management in Shared Cloud Services. HotDep (2014)
Jeff Rasley, Brent E. Stephens, Colin Dixon, Eric Rozner, Wes Felter, Kanak Agarwal, John B. Carter, Rodrigo Fonseca
Low-latency Network Monitoring via Oversubscribed Port Mirroring. ONS (2014)
Jeff Rasley, Brent E. Stephens, Colin Dixon, Eric Rozner, Wes Felter, Kanak Agarwal, John B. Carter, Rodrigo Fonseca
Planck: millisecond-scale monitoring and control for commodity networks. SIGCOMM (2014)
Andrew D. Ferguson, Jordan Place, Rodrigo Fonseca
Growth analysis of a large ISP. Internet Measurement Conference (2013)
Qiang Li, Marcelo Martins, Omprakash Gnawali, Rodrigo Fonseca
On the Effectiveness of Energy Metering on Every Node. DCOSS (2013)
Omprakash Gnawali, Rodrigo Fonseca, Kyle Jamieson, Maria A. Kazandjieva, David Moss, Philip Alexander Levis
CTP: An efficient, robust, and reliable collection tree protocol for wireless sensor networks. ACM Trans. Sens. Networks 10 (1) (2013)
Marcelo Martins, Rodrigo Fonseca
Application modes: a narrow interface for end-user power management in mobile devices. HotMobile (2013)
Andrew D. Ferguson, Arjun Guha, Chen Liang, Rodrigo Fonseca, Shriram Krishnamurthi
Participatory networking: an API for application control of SDNs. SIGCOMM (2013)
Andrew D. Ferguson, Arjun Guha, Jordan Place, Rodrigo Fonseca, Shriram Krishnamurthi
Participatory Networking. Hot-ICE (2012)
Matteo Riondato, Justin A. DeBrabant, Rodrigo Fonseca, Eli Upfal
PARMA: a parallel randomized algorithm for approximate association rules mining in MapReduce. CIKM (2012)
Nathan Backman, Rodrigo Fonseca, Ugur Çetintemel
Managing parallelism for stream processing in the cloud. HotCDP@EuroSys (2012)
Andrew D. Ferguson, Peter Bodík, Srikanth Kandula, Eric Boutin, Rodrigo Fonseca
Jockey: guaranteed job latency in data parallel clusters. EuroSys (2012)
Andrew D. Ferguson, Arjun Guha, Chen Liang, Rodrigo Fonseca, Shriram Krishnamurthi
Hierarchical policies for software defined networks. HotSDN@SIGCOMM (2012)
Marcelo Martins, Rodrigo Fonseca, Thomas Schmid, Prabal Dutta
Network-wide energy profiling of CTP. SenSys (2010)
Rodrigo Fonseca, Michael J. Freedman, George Porter
Experiences with Tracing Causality in Networked Services. INM/WREN (2010)
Andrew D. Ferguson, Rodrigo Fonseca
Inferring router statistics with IP timestamps. StudentWorkshop@CoNEXT (2010)
Omprakash Gnawali, Rodrigo Fonseca, Kyle Jamieson, David Moss, Philip Alexander Levis
Collection tree protocol. SenSys (2009)
Ymir Vigfusson, Adam Silberstein, Brian F. Cooper, Rodrigo Fonseca
Adaptively Parallelizing Distributed Range Queries. Proc. VLDB Endow. 2 (1) (2009)
Brian F. Cooper, Eric Baldeschwieler, Rodrigo Fonseca, James J. Kistler, P. P. S. Narayan, Chuck Neerdaels, Toby Negrin, Raghu Ramakrishnan, Adam Silberstein, Utkarsh Srivastava, Raymie Stata
Building a Cloud for Yahoo! IEEE Data Eng. Bull. 32 (1) (2009)
Rodrigo Fonseca, Prabal Dutta, Philip Alexander Levis, Ion Stoica
Quanto: Tracking Energy in Networked Embedded Systems. OSDI (2008)
Jorge Ortiz, Chris R. Baker, Daekyeong Moon, Rodrigo Fonseca, Ion Stoica
Beacon location service: a location service for point-to-point routing in wireless sensor networks. IPSN (2007)
Rodrigo Fonseca, George Porter, Randy H. Katz, Scott Shenker, Ion Stoica
X-Trace: A Pervasive Network Tracing Framework. NSDI (2007)
Rodrigo Fonseca, Omprakash Gnawali, Kyle Jamieson, Philip Alexander Levis
Four-Bit Wireless Link Estimation. HotNets (2007)
Sukun Kim, Rodrigo Fonseca, Prabal Dutta, Arsalan Tavakoli, David E. Culler, Philip Alexander Levis, Scott Shenker, Ion Stoica
Flush: a reliable bulk transport protocol for multihop wireless networks. SenSys (2007)
Cheng Tien Ee, Rodrigo Fonseca, Sukun Kim, Daekyeong Moon, Arsalan Tavakoli, David E. Culler, Scott Shenker, Ion Stoica
A Modular Network Layer for Sensornets. OSDI (2006)
Rodrigo Fonseca, Puneet Sharma, Sujata Banerjee, Sung-Ju Lee, Sujoy Basu
Distributed Querying of Internet Distance Information. INFOCOM (2006)
Sergiu Nedevschi, Jaspal S. Sandhu, Joyojeet Pal, Rodrigo Fonseca, Kentaro Toyama
Bayesian Networks: an Exploratory Tool for Understanding ICT Adoption. ICTD (2006)
Rodrigo Fonseca, Joyojeet Pal
Computing Devices for All: Creating and Selling the Low-Cost Computer. ICTD (2006)
Rodrigo Fonseca, Puneet Sharma, Sujata Banerjee, Sung-Ju Lee, Sujoy Basu
Distributed querying of Internet distance information. INFOCOM (2005)
David E. Culler, Prabal Dutta, Cheng Tien Ee, Rodrigo Fonseca, Jonathan Hui, Philip Alexander Levis, Joseph Polastre, Scott Shenker, Ion Stoica, Gilman Tolle, Jerry Zhao
Towards a Sensor Network Architecture: Lowering the Waistline. HotOS (2005)
Sung-Ju Lee, Puneet Sharma, Sujata Banerjee, Sujoy Basu, Rodrigo Fonseca
Measuring Bandwidth Between PlanetLab Nodes. PAM (2005)
Rodrigo Fonseca, Sylvia Ratnasamy, Jerry Zhao, Cheng Tien Ee, David E. Culler, Scott Shenker, Ion Stoica
Beacon Vector Routing: Scalable Point-to-Point Routing in Wireless Sensornets. NSDI (2005)
Sukun Kim, Rodrigo Fonseca, David E. Culler
Reliable transfer on wireless sensor networks. SECON (2004)
Byung-Gon Chun, Rodrigo Fonseca, Ion Stoica, John Kubiatowicz
Characterizing Selfishly Constructed Overlay Routing Networks. INFOCOM (2004)