Towards Resource-Efficient Compound AI Systems
Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
HotOS 2025 | May 2025
Ricardo Bianchini
Technical Fellow, Corporate Vice President, Microsoft Azure
Publications
Publications by Year
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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
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
ASPLOS | March 2025
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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
Optimizing GPU Data Center Power
Tawfik Rahal-Arabi, Paul Van der Arend, Ashish Jain, Mehdi Saidi, Rashad Oreifej, Sriram Sundaram, Srilatha Manne, Indrani Paul, Rajit Seahra, Frank Helms, Esha Choukse, Nithish Mahalingam, Brijesh Warrier, Ricardo Bianchini
APCCAS | November 2024
Datacenter power and energy management: past, present, and future
Ricardo Bianchini, Christian Belady, Anand Sivasubramaniam
IEEE Micro | September 2024, Vol 44(5): pp. 30-36
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
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
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud
Jovan Stojkovic, Pulkit Misra, Íñigo Goiri, Sam Whitlock, Esha Choukse, Mayukh Das, Chetan Bansal, Jason Lee, Zoey Sun, Haoran Qiu, Reed Zimmermann, Savyasachi Samal, Brijesh Warrier, Ashish Raniwala, Ricardo Bianchini
ISCA | June 2024
Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
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
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
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POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
Hyrax: Fail-in-Place Server Operation in Cloud Platforms
Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
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
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
Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
Distinguished Paper Award
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
Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
IEEE Micro | February 2023, Vol 43(2): pp. 30-38
-
Overclocking in Immersion-Cooled Datacenters
Pulkit Misra, Ioannis Manousakis, Esha Choukse, Majid Jalili, Íñigo Goiri, Ashish Raniwala, Brijesh Warrier, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
IEEE Micro Top Picks from the 2021 Computer Architecture Conferences | July 2022
Memory-Harvesting VMs in Cloud Platforms
Alex Fuerst, Stanko Novakovic, Íñigo Goiri, Gohar Irfan Chaudhry, Prateek Sharma, Kapil Arya, Kevin Broas, Eugene Bak, Mehmet Iyigun, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
SOL: Safe On-Node Learning in Cloud Platforms
Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
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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
Provisioning Differentiated Last-Level Cache Allocations to VMs in Public Clouds
Mohammad Shahrad, Sameh Elnikety, Ricardo Bianchini
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
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
Prediction-Based Power Oversubscription in Cloud Platforms
Alok Kumbhare, Reza Azimi, Ioannis Manousakis, Anand Bonde, Felipe Vieira Frujeri, Nithish Mahalingam, Pulkit Misra, Seyyed Ahmad Javadi, Bianca Schroeder, Marcus Fontoura, Ricardo Bianchini
Proceedings of the USENIX Annual Technical Conference (ATC) | July 2021
Earlier version published as arXiv:2010.15388, October 2020
Cost-Efficient Overclocking in Immersion-Cooled Datacenters
Majid Jalili, Ioannis Manousakis, Íñigo Goiri, Pulkit Misra, Ashish Raniwala, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
Flex: High-Availability Datacenters With Zero Reserved Power
Chaojie Zhang, Alok Kumbhare, Ioannis Manousakis, Deli Zhang, Pulkit Misra, Rod Assis, Kyle Woolcock, Nithish Mahalingam, Brijesh Warrier, David Gauthier, Lalu Kunnath, Steve Solomon, Osvaldo Morales, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
SmartHarvest: Harvesting Idle CPUs Safely and Efficiently in the Cloud
Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the 16th European Conference on Computer Systems (EuroSys) | April 2021
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Providing SLOs for Resource-Harvesting VMs in Cloud Platforms
Pradeep Ambati, Íñigo Goiri, Felipe Vieira Frujeri, Alper Gun, Ke Wang, Brian Dolan, Brian Corell, Sekhar Pasupuleti, Thomas Moscibroda, Sameh Elnikety, Marcus Fontoura, Ricardo Bianchini
Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing
Jiaqi Gao, Nofel Yaseen, Robert MacDavid, Felipe Vieira Frujeri, Vincent Liu, Ricardo Bianchini, Ramaswamy Aditya, Xiaohang Wang, Henry Lee , Dave Maltz, Minlan Yu , Behnaz Arzani
SIGCOMM | August 2020
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
LeapIO: Efficient and Portable Virtual NVMe Storage on ARM SoCs
Huaicheng Li, Mingzhe Hao, Stanko Novakovic (stnovako), Vaibhav Gogte, Sriram Govindan, Dan R. K. Ports, Irene Zhang, Ricardo Bianchini, Haryadi S. Gunawi, Anirudh Badam
Proceedings on the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2020
Toward ML-Centric Cloud Platforms: Opportunities, Designs, and Experience with Microsoft Azure
Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhaes, Girish Bablani, Mark Russinovich
Communications of the ACM | February 2020, Vol 63(2)
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Managing Tail Latency in Datacenter-Scale File Systems Under Production Constraints
Pulkit Misra, María F. Borge, Íñigo Goiri, Alvin R. Lebeck, Willy Zwaenepoel, Ricardo Bianchini
Proceedings of the 14th European Conference on Computer Systems (EuroSys) | March 2019
-
Uncertainty Propagation in Data Processing Systems
Ioannis Manousakis, Íñigo Goiri, Ricardo Bianchini, Sandro Rigo, Thu D. Nguyen
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2018
-
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms
Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2017
Exploiting Heterogeneity for Tail Latency and Energy Efficiency
Md E. Haque, Yuxiong He, Sameh Elnikety, Thu D. Nguyen, Ricardo Bianchini, Kathryn McKinley
Proceedings of the International Symposium on Microarchitecture (MICRO) | October 2017
Scaling Distributed File Systems in Resource-Harvesting Datacenters
Pulkit Misra, Íñigo Goiri, Jason Kace, Ricardo Bianchini
Proceedings of USENIX Annual Technical Conference (ATC) | July 2017
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History-Based Harvesting Spare Cycles and Storage in Large-Scale Datacenters
Yunqi Zhang, George Prekas, Giovanni Matteo Fumarola, Marcus Fontoura, Íñigo Goiri, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
Environmental Conditions and Disk Reliability in Free-Cooled Datacenters
Ioannis Manousakis, Sriram Sankar, Gregg McKnight, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the USENIX Conference on File and Storage Technologies (FAST) | February 2016
Best paper award
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CoolProvision: Underprovisioning Datacenter Cooling
Ioannis Manousakis, Íñigo Goiri, Sriram Sankar, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the International Symposium on Cloud Computing (SoCC) | August 2015
ApproxHadoop: Bringing Approximations to MapReduce Frameworks
Íñigo Goiri, Ricardo Bianchini, Santosh Nagarakatte, Thu D. Nguyen
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
CoolAir: Temperature- and Variation-Aware Management for Free-Cooled Datacenters
Íñigo Goiri, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
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Parasol and GreenSwitch: Managing Datacenters Powered by Renewable Energy
Íñigo Goiri, William Katsak, Kien Le, Thud D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2013
Publications by Research Area
-
Towards Resource-Efficient Compound AI Systems
Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
HotOS 2025 | May 2025
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
-
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
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
ASPLOS | March 2025
Optimizing GPU Data Center Power
Tawfik Rahal-Arabi, Paul Van der Arend, Ashish Jain, Mehdi Saidi, Rashad Oreifej, Sriram Sundaram, Srilatha Manne, Indrani Paul, Rajit Seahra, Frank Helms, Esha Choukse, Nithish Mahalingam, Brijesh Warrier, Ricardo Bianchini
APCCAS | November 2024
Datacenter power and energy management: past, present, and future
Ricardo Bianchini, Christian Belady, Anand Sivasubramaniam
IEEE Micro | September 2024, Vol 44(5): pp. 30-36
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
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
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud
Jovan Stojkovic, Pulkit Misra, Íñigo Goiri, Sam Whitlock, Esha Choukse, Mayukh Das, Chetan Bansal, Jason Lee, Zoey Sun, Haoran Qiu, Reed Zimmermann, Savyasachi Samal, Brijesh Warrier, Ashish Raniwala, Ricardo Bianchini
ISCA | June 2024
Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
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
POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
Hyrax: Fail-in-Place Server Operation in Cloud Platforms
Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
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
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
Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
Distinguished Paper Award
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
Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
IEEE Micro | February 2023, Vol 43(2): pp. 30-38
Overclocking in Immersion-Cooled Datacenters
Pulkit Misra, Ioannis Manousakis, Esha Choukse, Majid Jalili, Íñigo Goiri, Ashish Raniwala, Brijesh Warrier, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
IEEE Micro Top Picks from the 2021 Computer Architecture Conferences | July 2022
Memory-Harvesting VMs in Cloud Platforms
Alex Fuerst, Stanko Novakovic, Íñigo Goiri, Gohar Irfan Chaudhry, Prateek Sharma, Kapil Arya, Kevin Broas, Eugene Bak, Mehmet Iyigun, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
SOL: Safe On-Node Learning in Cloud Platforms
Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
Provisioning Differentiated Last-Level Cache Allocations to VMs in Public Clouds
Mohammad Shahrad, Sameh Elnikety, Ricardo Bianchini
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
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
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
Prediction-Based Power Oversubscription in Cloud Platforms
Alok Kumbhare, Reza Azimi, Ioannis Manousakis, Anand Bonde, Felipe Vieira Frujeri, Nithish Mahalingam, Pulkit Misra, Seyyed Ahmad Javadi, Bianca Schroeder, Marcus Fontoura, Ricardo Bianchini
Proceedings of the USENIX Annual Technical Conference (ATC) | July 2021
Earlier version published as arXiv:2010.15388, October 2020
Cost-Efficient Overclocking in Immersion-Cooled Datacenters
Majid Jalili, Ioannis Manousakis, Íñigo Goiri, Pulkit Misra, Ashish Raniwala, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
Flex: High-Availability Datacenters With Zero Reserved Power
Chaojie Zhang, Alok Kumbhare, Ioannis Manousakis, Deli Zhang, Pulkit Misra, Rod Assis, Kyle Woolcock, Nithish Mahalingam, Brijesh Warrier, David Gauthier, Lalu Kunnath, Steve Solomon, Osvaldo Morales, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
SmartHarvest: Harvesting Idle CPUs Safely and Efficiently in the Cloud
Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the 16th European Conference on Computer Systems (EuroSys) | April 2021
Providing SLOs for Resource-Harvesting VMs in Cloud Platforms
Pradeep Ambati, Íñigo Goiri, Felipe Vieira Frujeri, Alper Gun, Ke Wang, Brian Dolan, Brian Corell, Sekhar Pasupuleti, Thomas Moscibroda, Sameh Elnikety, Marcus Fontoura, Ricardo Bianchini
Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing
Jiaqi Gao, Nofel Yaseen, Robert MacDavid, Felipe Vieira Frujeri, Vincent Liu, Ricardo Bianchini, Ramaswamy Aditya, Xiaohang Wang, Henry Lee , Dave Maltz, Minlan Yu , Behnaz Arzani
SIGCOMM | August 2020
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
LeapIO: Efficient and Portable Virtual NVMe Storage on ARM SoCs
Huaicheng Li, Mingzhe Hao, Stanko Novakovic (stnovako), Vaibhav Gogte, Sriram Govindan, Dan R. K. Ports, Irene Zhang, Ricardo Bianchini, Haryadi S. Gunawi, Anirudh Badam
Proceedings on the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2020
Toward ML-Centric Cloud Platforms: Opportunities, Designs, and Experience with Microsoft Azure
Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhaes, Girish Bablani, Mark Russinovich
Communications of the ACM | February 2020, Vol 63(2)
Managing Tail Latency in Datacenter-Scale File Systems Under Production Constraints
Pulkit Misra, María F. Borge, Íñigo Goiri, Alvin R. Lebeck, Willy Zwaenepoel, Ricardo Bianchini
Proceedings of the 14th European Conference on Computer Systems (EuroSys) | March 2019
Uncertainty Propagation in Data Processing Systems
Ioannis Manousakis, Íñigo Goiri, Ricardo Bianchini, Sandro Rigo, Thu D. Nguyen
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2018
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms
Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2017
Exploiting Heterogeneity for Tail Latency and Energy Efficiency
Md E. Haque, Yuxiong He, Sameh Elnikety, Thu D. Nguyen, Ricardo Bianchini, Kathryn McKinley
Proceedings of the International Symposium on Microarchitecture (MICRO) | October 2017
Scaling Distributed File Systems in Resource-Harvesting Datacenters
Pulkit Misra, Íñigo Goiri, Jason Kace, Ricardo Bianchini
Proceedings of USENIX Annual Technical Conference (ATC) | July 2017
History-Based Harvesting Spare Cycles and Storage in Large-Scale Datacenters
Yunqi Zhang, George Prekas, Giovanni Matteo Fumarola, Marcus Fontoura, Íñigo Goiri, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
CoolProvision: Underprovisioning Datacenter Cooling
Ioannis Manousakis, Íñigo Goiri, Sriram Sankar, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the International Symposium on Cloud Computing (SoCC) | August 2015
ApproxHadoop: Bringing Approximations to MapReduce Frameworks
Íñigo Goiri, Ricardo Bianchini, Santosh Nagarakatte, Thu D. Nguyen
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
CoolAir: Temperature- and Variation-Aware Management for Free-Cooled Datacenters
Íñigo Goiri, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Parasol and GreenSwitch: Managing Datacenters Powered by Renewable Energy
Íñigo Goiri, William Katsak, Kien Le, Thud D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2013
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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
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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
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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
Environmental Conditions and Disk Reliability in Free-Cooled Datacenters
Ioannis Manousakis, Sriram Sankar, Gregg McKnight, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the USENIX Conference on File and Storage Technologies (FAST) | February 2016
Best paper award
Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
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Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
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Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Publications by Type
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Towards Resource-Efficient Compound AI Systems
Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
HotOS 2025 | May 2025
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
Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
ASPLOS | March 2025
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
Optimizing GPU Data Center Power
Tawfik Rahal-Arabi, Paul Van der Arend, Ashish Jain, Mehdi Saidi, Rashad Oreifej, Sriram Sundaram, Srilatha Manne, Indrani Paul, Rajit Seahra, Frank Helms, Esha Choukse, Nithish Mahalingam, Brijesh Warrier, Ricardo Bianchini
APCCAS | November 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
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
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud
Jovan Stojkovic, Pulkit Misra, Íñigo Goiri, Sam Whitlock, Esha Choukse, Mayukh Das, Chetan Bansal, Jason Lee, Zoey Sun, Haoran Qiu, Reed Zimmermann, Savyasachi Samal, Brijesh Warrier, Ashish Raniwala, Ricardo Bianchini
ISCA | June 2024
Splitwise: Efficient generative LLM inference using phase splitting
Pratyush Patel, Esha Choukse, Chaojie Zhang, Aashaka Shah, Íñigo Goiri, Saeed Maleki, Ricardo Bianchini
ISCA | June 2024
Characterizing Power Management Opportunities for LLMs in the Cloud
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ASPLOS | April 2024
Hyrax: Fail-in-Place Server Operation in Cloud Platforms
Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
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
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
Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
Distinguished Paper Award
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
Memory-Harvesting VMs in Cloud Platforms
Alex Fuerst, Stanko Novakovic, Íñigo Goiri, Gohar Irfan Chaudhry, Prateek Sharma, Kapil Arya, Kevin Broas, Eugene Bak, Mehmet Iyigun, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
SOL: Safe On-Node Learning in Cloud Platforms
Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
Provisioning Differentiated Last-Level Cache Allocations to VMs in Public Clouds
Mohammad Shahrad, Sameh Elnikety, Ricardo Bianchini
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2021
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
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
Prediction-Based Power Oversubscription in Cloud Platforms
Alok Kumbhare, Reza Azimi, Ioannis Manousakis, Anand Bonde, Felipe Vieira Frujeri, Nithish Mahalingam, Pulkit Misra, Seyyed Ahmad Javadi, Bianca Schroeder, Marcus Fontoura, Ricardo Bianchini
Proceedings of the USENIX Annual Technical Conference (ATC) | July 2021
Earlier version published as arXiv:2010.15388, October 2020
Cost-Efficient Overclocking in Immersion-Cooled Datacenters
Majid Jalili, Ioannis Manousakis, Íñigo Goiri, Pulkit Misra, Ashish Raniwala, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
Flex: High-Availability Datacenters With Zero Reserved Power
Chaojie Zhang, Alok Kumbhare, Ioannis Manousakis, Deli Zhang, Pulkit Misra, Rod Assis, Kyle Woolcock, Nithish Mahalingam, Brijesh Warrier, David Gauthier, Lalu Kunnath, Steve Solomon, Osvaldo Morales, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Computer Architecture (ISCA) | June 2021
SmartHarvest: Harvesting Idle CPUs Safely and Efficiently in the Cloud
Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini
Proceedings of the 16th European Conference on Computer Systems (EuroSys) | April 2021
Providing SLOs for Resource-Harvesting VMs in Cloud Platforms
Pradeep Ambati, Íñigo Goiri, Felipe Vieira Frujeri, Alper Gun, Ke Wang, Brian Dolan, Brian Corell, Sekhar Pasupuleti, Thomas Moscibroda, Sameh Elnikety, Marcus Fontoura, Ricardo Bianchini
Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI) | November 2020
Scouts: Improving the Diagnosis Process Through Domain-customized Incident Routing
Jiaqi Gao, Nofel Yaseen, Robert MacDavid, Felipe Vieira Frujeri, Vincent Liu, Ricardo Bianchini, Ramaswamy Aditya, Xiaohang Wang, Henry Lee , Dave Maltz, Minlan Yu , Behnaz Arzani
SIGCOMM | August 2020
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
LeapIO: Efficient and Portable Virtual NVMe Storage on ARM SoCs
Huaicheng Li, Mingzhe Hao, Stanko Novakovic (stnovako), Vaibhav Gogte, Sriram Govindan, Dan R. K. Ports, Irene Zhang, Ricardo Bianchini, Haryadi S. Gunawi, Anirudh Badam
Proceedings on the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2020
Managing Tail Latency in Datacenter-Scale File Systems Under Production Constraints
Pulkit Misra, María F. Borge, Íñigo Goiri, Alvin R. Lebeck, Willy Zwaenepoel, Ricardo Bianchini
Proceedings of the 14th European Conference on Computer Systems (EuroSys) | March 2019
Uncertainty Propagation in Data Processing Systems
Ioannis Manousakis, Íñigo Goiri, Ricardo Bianchini, Sandro Rigo, Thu D. Nguyen
Proceedings of the Symposium on Cloud Computing (SoCC) | November 2018
Resource Central: Understanding and Predicting Workloads for Improved Resource Management in Large Cloud Platforms
Eli Cortez, Anand Bonde, Alexandre Muzio, Mark Russinovich, Marcus Fontoura, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Principles (SOSP) | October 2017
Exploiting Heterogeneity for Tail Latency and Energy Efficiency
Md E. Haque, Yuxiong He, Sameh Elnikety, Thu D. Nguyen, Ricardo Bianchini, Kathryn McKinley
Proceedings of the International Symposium on Microarchitecture (MICRO) | October 2017
Scaling Distributed File Systems in Resource-Harvesting Datacenters
Pulkit Misra, Íñigo Goiri, Jason Kace, Ricardo Bianchini
Proceedings of USENIX Annual Technical Conference (ATC) | July 2017
History-Based Harvesting Spare Cycles and Storage in Large-Scale Datacenters
Yunqi Zhang, George Prekas, Giovanni Matteo Fumarola, Marcus Fontoura, Íñigo Goiri, Ricardo Bianchini
Proceedings of the International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
Environmental Conditions and Disk Reliability in Free-Cooled Datacenters
Ioannis Manousakis, Sriram Sankar, Gregg McKnight, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the USENIX Conference on File and Storage Technologies (FAST) | February 2016
Best paper award
CoolProvision: Underprovisioning Datacenter Cooling
Ioannis Manousakis, Íñigo Goiri, Sriram Sankar, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the International Symposium on Cloud Computing (SoCC) | August 2015
ApproxHadoop: Bringing Approximations to MapReduce Frameworks
Íñigo Goiri, Ricardo Bianchini, Santosh Nagarakatte, Thu D. Nguyen
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
CoolAir: Temperature- and Variation-Aware Management for Free-Cooled Datacenters
Íñigo Goiri, Thu D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Few-to-Many: Incremental Parallelism for Reducing Tail Latency in Interactive Services
E. Haque, Yong hun Eom, Yuxiong He, Sameh Elnikety, Ricardo Bianchini, Kathryn S McKinley
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2015
Parasol and GreenSwitch: Managing Datacenters Powered by Renewable Energy
Íñigo Goiri, William Katsak, Kien Le, Thud D. Nguyen, Ricardo Bianchini
Proceedings of the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2013
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Datacenter power and energy management: past, present, and future
Ricardo Bianchini, Christian Belady, Anand Sivasubramaniam
IEEE Micro | September 2024, Vol 44(5): pp. 30-36
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
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
POLCA: Power Oversubscription in LLM Cloud Providers
Pratyush Patel, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Brijesh Warrier, Nithish Mahalingam, Ricardo Bianchini
ArXiv | August 2023, Vol abs/2308.12908
Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
IEEE Micro | February 2023, Vol 43(2): pp. 30-38
Overclocking in Immersion-Cooled Datacenters
Pulkit Misra, Ioannis Manousakis, Esha Choukse, Majid Jalili, Íñigo Goiri, Ashish Raniwala, Brijesh Warrier, Husam Alissa, Bharath Ramakrishnan, Phillip Tuma, Christian Belady, Marcus Fontoura, Ricardo Bianchini
IEEE Micro Top Picks from the 2021 Computer Architecture Conferences | July 2022
Toward ML-Centric Cloud Platforms: Opportunities, Designs, and Experience with Microsoft Azure
Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhaes, Girish Bablani, Mark Russinovich
Communications of the ACM | February 2020, Vol 63(2)