Rodrigo Fonseca

Sr Principal Research Manager

Publications

View by:

- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Project
- TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Esha Choukse, Haoran Qiu, Rodrigo Fonseca, Josep Torrellas, Ricardo Bianchini
  
  ASPLOS | April 2025
  
  Preprint Project
- EcoServe: Designing Carbon-Aware AI Inference Systems
  
  Yueying Li, Zhanqiu Hu, Esha Choukse, Rodrigo Fonseca, G. Edward Suh, Udit Gupta
  
  arXiv | February 2025
  
  Publication Project
- Towards Efficient Large Multimodal Model Serving
  
  Haoran Qiu, Anish Biswas, Zihan Zhao, Jayashree Mohan, Alind Khare, Esha Choukse, Íñigo Goiri, Zeyu Zhang, Haiying Shen, Chetan Bansal, Ramachandran Ramjee, Rodrigo Fonseca
  
  February 2025
  
  Preprint Project Project
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- LLexus: an AI agent system for incident management
  
  Pedro Las-Casas, Alok Kumbhare, Rodrigo Fonseca, Sharad Agarwal
  
  ACM SIGOPS Operating Systems Review | August 2024
  
  Publication
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Project
- Exploring LLM-based Agents for Root Cause Analysis
  
  Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  FSE '24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024
  
  Publication Project
- Designing Cloud Servers for Lower Carbon
  
  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
  
  ISCA | June 2024
  
  Publication
- Making Kernel Bypass Practical for the Cloud with Junction
  
  Joshua Fried, Gohar Irfan Chaudhry, Enrique Saurez, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Rodrigo Fonseca, Adam Belay
  
  NSDI | April 2024
  
  Publication Project
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  ArXiv | April 2024, Vol abs/2404.19143
  
  Preprint
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  April 2024
  
  Preprint
- A Holistic View of AI-driven Network Incident Management
  
  Pouya Hamadanian, Behnaz Arzani, Sadjad Fouladi, Siva Kesava Reddy Kakarla, Rodrigo Fonseca, Denzican Billor, Ahmad Cheema, Edet Nkposong, Ranveer Chandra
  
  Hot topics in networking (HotNets) | October 2023
  
  Publication
- PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis
  
  Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  September 2023
  
  Publication
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Project
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
  
  Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
  
  EuroSys | May 2023
  
  Publication DOI Project
- SelfTune: Tuning Cluster Managers
  
  Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
  
  2023 Networked Systems Design and Implementation | April 2023
  
  Publication Publication Project Project
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Project
- TIPSY: Predicting Where Traffic Will Ingress a WAN
  
  Michael Markovitch, Sharad Agarwal, Rodrigo Fonseca, Ryan Beckett, Chuanji Zhang, Irena Atov, Somesh Chaturmohta
  
  ACM SIGCOMM | August 2022
  
  Publication Project
- Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications
  
  Francisco Romero, Gohar Irfan Chaudhry, Íñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
  
  Publication Project Project
- Faster and Cheaper Serverless Computing on Harvested Resources
  
  Yanqi Zhang, Íñigo Goiri, Gohar Irfan Chaudhry, Rodrigo Fonseca, Sameh Elnikety, Christina Delimitrou, Ricardo Bianchini
  
  Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2021
  
  Publication Project Project
- Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider
  
  Mohammad Shahrad, Rodrigo Fonseca, Íñigo Goiri, Gohar Irfan Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, Ricardo Bianchini
  
  Proceedings of the USENIX Annual Technical Conference (ATC) | July 2020
  
  Community Award
  
  Publication Project
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  ACM Transactions on Computer Systems | December 2018, Vol 35(4): pp. 1-28
  
  DOI PDF Author's Version
- Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay
  
  Pedro Las-Casas, Jonathan Mace, Dorgival Guedes, Rodrigo Fonseca
  
  2018 Symposium on Cloud Computing | October 2018
  
  DOI Publication Author's Version
- Universal Context Propagation for Distributed System Instrumentation
  
  Jonathan Mace, Rodrigo Fonseca
  
  2018 European Conference on Computer Systems | April 2018
  
  DOI PDF
- Principled Workflow-Centric Tracing of Distributed Systems
  
  Raja R. Sambasivan, Ilari Shafer, Jonathan Mace, Benjamin H. Sigelman, Rodrigo Fonseca, Gregory R. Ganger
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI Publication
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  2015 Symposium on Operating Systems Principles | October 2015
  
  Best Paper Award
  
  DOI Publication Author's Version
- Towards General-Purpose Resource Management in Shared Cloud Services
  
  Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
  
  2014 Hot Topics in System Dependability | October 2014
  
  PDF Publication

- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Project
- EcoServe: Designing Carbon-Aware AI Inference Systems
  
  Yueying Li, Zhanqiu Hu, Esha Choukse, Rodrigo Fonseca, G. Edward Suh, Udit Gupta
  
  arXiv | February 2025
  
  Publication Project
- Towards Efficient Large Multimodal Model Serving
  
  Haoran Qiu, Anish Biswas, Zihan Zhao, Jayashree Mohan, Alind Khare, Esha Choukse, Íñigo Goiri, Zeyu Zhang, Haiying Shen, Chetan Bansal, Ramachandran Ramjee, Rodrigo Fonseca
  
  February 2025
  
  Preprint Project Project
- LLexus: an AI agent system for incident management
  
  Pedro Las-Casas, Alok Kumbhare, Rodrigo Fonseca, Sharad Agarwal
  
  ACM SIGOPS Operating Systems Review | August 2024
  
  Publication
- Exploring LLM-based Agents for Root Cause Analysis
  
  Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  FSE '24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024
  
  Publication Project
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  April 2024
  
  Preprint
- PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis
  
  Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  September 2023
  
  Publication
- TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Esha Choukse, Haoran Qiu, Rodrigo Fonseca, Josep Torrellas, Ricardo Bianchini
  
  ASPLOS | April 2025
  
  Preprint Project
- EcoServe: Designing Carbon-Aware AI Inference Systems
  
  Yueying Li, Zhanqiu Hu, Esha Choukse, Rodrigo Fonseca, G. Edward Suh, Udit Gupta
  
  arXiv | February 2025
  
  Publication Project
- Towards Efficient Large Multimodal Model Serving
  
  Haoran Qiu, Anish Biswas, Zihan Zhao, Jayashree Mohan, Alind Khare, Esha Choukse, Íñigo Goiri, Zeyu Zhang, Haiying Shen, Chetan Bansal, Ramachandran Ramjee, Rodrigo Fonseca
  
  February 2025
  
  Preprint Project Project
- LLexus: an AI agent system for incident management
  
  Pedro Las-Casas, Alok Kumbhare, Rodrigo Fonseca, Sharad Agarwal
  
  ACM SIGOPS Operating Systems Review | August 2024
  
  Publication
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Project
- Designing Cloud Servers for Lower Carbon
  
  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
  
  ISCA | June 2024
  
  Publication
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  ArXiv | April 2024, Vol abs/2404.19143
  
  Preprint
- Making Kernel Bypass Practical for the Cloud with Junction
  
  Joshua Fried, Gohar Irfan Chaudhry, Enrique Saurez, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Rodrigo Fonseca, Adam Belay
  
  NSDI | April 2024
  
  Publication Project
- A Holistic View of AI-driven Network Incident Management
  
  Pouya Hamadanian, Behnaz Arzani, Sadjad Fouladi, Siva Kesava Reddy Kakarla, Rodrigo Fonseca, Denzican Billor, Ahmad Cheema, Edet Nkposong, Ranveer Chandra
  
  Hot topics in networking (HotNets) | October 2023
  
  Publication
- PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis
  
  Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  September 2023
  
  Publication
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Project
- With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
  
  Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
  
  EuroSys | May 2023
  
  Publication DOI Project
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- SelfTune: Tuning Cluster Managers
  
  Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
  
  2023 Networked Systems Design and Implementation | April 2023
  
  Publication Publication Project Project
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Project
- TIPSY: Predicting Where Traffic Will Ingress a WAN
  
  Michael Markovitch, Sharad Agarwal, Rodrigo Fonseca, Ryan Beckett, Chuanji Zhang, Irena Atov, Somesh Chaturmohta
  
  ACM SIGCOMM | August 2022
  
  Publication Project
- Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications
  
  Francisco Romero, Gohar Irfan Chaudhry, Íñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
  
  Publication Project Project
- Faster and Cheaper Serverless Computing on Harvested Resources
  
  Yanqi Zhang, Íñigo Goiri, Gohar Irfan Chaudhry, Rodrigo Fonseca, Sameh Elnikety, Christina Delimitrou, Ricardo Bianchini
  
  Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2021
  
  Publication Project Project
- Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider
  
  Mohammad Shahrad, Rodrigo Fonseca, Íñigo Goiri, Gohar Irfan Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, Ricardo Bianchini
  
  Proceedings of the USENIX Annual Technical Conference (ATC) | July 2020
  
  Community Award
  
  Publication Project
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  ACM Transactions on Computer Systems | December 2018, Vol 35(4): pp. 1-28
  
  DOI PDF Author's Version
- Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay
  
  Pedro Las-Casas, Jonathan Mace, Dorgival Guedes, Rodrigo Fonseca
  
  2018 Symposium on Cloud Computing | October 2018
  
  DOI Publication Author's Version
- Universal Context Propagation for Distributed System Instrumentation
  
  Jonathan Mace, Rodrigo Fonseca
  
  2018 European Conference on Computer Systems | April 2018
  
  DOI PDF
- Principled Workflow-Centric Tracing of Distributed Systems
  
  Raja R. Sambasivan, Ilari Shafer, Jonathan Mace, Benjamin H. Sigelman, Rodrigo Fonseca, Gregory R. Ganger
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI Publication
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  2015 Symposium on Operating Systems Principles | October 2015
  
  Best Paper Award
  
  DOI Publication Author's Version
- Towards General-Purpose Resource Management in Shared Cloud Services
  
  Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
  
  2014 Hot Topics in System Dependability | October 2014
  
  PDF Publication
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- Exploring LLM-based Agents for Root Cause Analysis
  
  Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  FSE '24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024
  
  Publication Project
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024

- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Project
- TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Esha Choukse, Haoran Qiu, Rodrigo Fonseca, Josep Torrellas, Ricardo Bianchini
  
  ASPLOS | April 2025
  
  Preprint Project
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Project
- Exploring LLM-based Agents for Root Cause Analysis
  
  Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  FSE '24: 32nd ACM International Conference on the Foundations of Software Engineering | July 2024
  
  Publication Project
- Designing Cloud Servers for Lower Carbon
  
  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
  
  ISCA | June 2024
  
  Publication
- Making Kernel Bypass Practical for the Cloud with Junction
  
  Joshua Fried, Gohar Irfan Chaudhry, Enrique Saurez, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Rodrigo Fonseca, Adam Belay
  
  NSDI | April 2024
  
  Publication Project
- A Holistic View of AI-driven Network Incident Management
  
  Pouya Hamadanian, Behnaz Arzani, Sadjad Fouladi, Siva Kesava Reddy Kakarla, Rodrigo Fonseca, Denzican Billor, Ahmad Cheema, Edet Nkposong, Ranveer Chandra
  
  Hot topics in networking (HotNets) | October 2023
  
  Publication
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Project
- With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
  
  Muhammad Bilal, Marco Canini, Rodrigo Fonseca, Rodrigo Rodrigues
  
  EuroSys | May 2023
  
  Publication DOI Project
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- SelfTune: Tuning Cluster Managers
  
  Ajaykrishna Karthikeyan, Nagarajan Natarajan, Gagan Somashekar, Lei Zhao, Ranjita Bhagwan, Rodrigo Fonseca, Tatiana Racheva, Yogesh Bansal
  
  2023 Networked Systems Design and Implementation | April 2023
  
  Publication Publication Project Project
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Project
- TIPSY: Predicting Where Traffic Will Ingress a WAN
  
  Michael Markovitch, Sharad Agarwal, Rodrigo Fonseca, Ryan Beckett, Chuanji Zhang, Irena Atov, Somesh Chaturmohta
  
  ACM SIGCOMM | August 2022
  
  Publication Project
- Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications
  
  Francisco Romero, Gohar Irfan Chaudhry, Íñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
  
  Publication Project Project
- Faster and Cheaper Serverless Computing on Harvested Resources
  
  Yanqi Zhang, Íñigo Goiri, Gohar Irfan Chaudhry, Rodrigo Fonseca, Sameh Elnikety, Christina Delimitrou, Ricardo Bianchini
  
  Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2021
  
  Publication Project Project
- Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider
  
  Mohammad Shahrad, Rodrigo Fonseca, Íñigo Goiri, Gohar Irfan Chaudhry, Paul Batum, Jason Cooke, Eduardo Laureano, Colby Tresness, Mark Russinovich, Ricardo Bianchini
  
  Proceedings of the USENIX Annual Technical Conference (ATC) | July 2020
  
  Community Award
  
  Publication Project
- Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay
  
  Pedro Las-Casas, Jonathan Mace, Dorgival Guedes, Rodrigo Fonseca
  
  2018 Symposium on Cloud Computing | October 2018
  
  DOI Publication Author's Version
- Universal Context Propagation for Distributed System Instrumentation
  
  Jonathan Mace, Rodrigo Fonseca
  
  2018 European Conference on Computer Systems | April 2018
  
  DOI PDF
- Principled Workflow-Centric Tracing of Distributed Systems
  
  Raja R. Sambasivan, Ilari Shafer, Jonathan Mace, Benjamin H. Sigelman, Rodrigo Fonseca, Gregory R. Ganger
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI Publication
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  2015 Symposium on Operating Systems Principles | October 2015
  
  Best Paper Award
  
  DOI Publication Author's Version
- Towards General-Purpose Resource Management in Shared Cloud Services
  
  Jonathan Mace, Peter Bodík, Rodrigo Fonseca, Madan Musuvathi
  
  2014 Hot Topics in System Dependability | October 2014
  
  PDF Publication
- EcoServe: Designing Carbon-Aware AI Inference Systems
  
  Yueying Li, Zhanqiu Hu, Esha Choukse, Rodrigo Fonseca, G. Edward Suh, Udit Gupta
  
  arXiv | February 2025
  
  Publication Project
- LLexus: an AI agent system for incident management
  
  Pedro Las-Casas, Alok Kumbhare, Rodrigo Fonseca, Sharad Agarwal
  
  ACM SIGOPS Operating Systems Review | August 2024
  
  Publication
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  ArXiv | April 2024, Vol abs/2404.19143
  
  Preprint
- Workload Intelligence: Punching Holes Through the Cloud Abstraction
  
  Lexiang Huang, A. Parayil, Jue Zhang, Xiaoting Qin, Chetan Bansal, Jovan Stojkovic, Pantea Zardoshti, Pulkit Misra, Eli Cortez, Raphael Ghelman, Íñigo Goiri, Saravan Rajmohan, Jim Kleewein, Rodrigo Fonseca, Timothy Zhu, Ricardo Bianchini
  
  April 2024
  
  Preprint
- Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
  
  Jonathan Mace, Ryan Roelke, Rodrigo Fonseca
  
  ACM Transactions on Computer Systems | December 2018, Vol 35(4): pp. 1-28
  
  DOI PDF Author's Version
- Towards Efficient Large Multimodal Model Serving
  
  Haoran Qiu, Anish Biswas, Zihan Zhao, Jayashree Mohan, Alind Khare, Esha Choukse, Íñigo Goiri, Zeyu Zhang, Haiying Shen, Chetan Bansal, Ramachandran Ramjee, Rodrigo Fonseca
  
  February 2025
  
  Preprint Project Project
- PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis
  
  Dylan Zhang, Xuchao Zhang, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan
  
  September 2023
  
  Publication