Íñigo Goiri

Principal Research SDE

Papiers de Collaboration

Afficher par:

- ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In The Cloud
  
  Lu Wang, Mayukh Das, Fangkai Yang, Bo Qiao, Hang Dong, Si Qin, Victor Ruehle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  MLSys'25 | May 2025
  
  Publication
- Towards Cloud Efficiency with Large-scale Workload Characterization
  
  A. Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Chetan Bansal
  
  ICPE | May 2025
  
  Preprint
- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Projet
- 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 Projet
- Performance Aware LLM Load Balancer for Mixed Workloads
  
  Kunal Jain, A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
  
  EuroMLSys 2025 | April 2025
  
  Publication Projet
- 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
  
  Publication Projet
- DynamoLLM: Designing LLM Inference Clusters for Performance and Energy Efficiency
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Josep Torrellas, Esha Choukse
  
  HPCA | March 2025
  
  Preprint Projet
- 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 Projet Projet
- Mosaic: Harnessing Micro-architectural Resources of Servers in Serverless Environments
  
  Jovan Stojkovic, Esha Choukse, Enrique Saurez, Íñigo Goiri, Josep Torrellas
  
  MICRO | November 2024
  
  Publication Projet
- Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations
  
  Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse
  
  ArXiv | September 2024, Vol abs/2409.17264
  
  Preprint Projet
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling
  
  A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Kunal Jain, Anoop Kulkarni, Steve Kofsky
  
  ArXiv | August 2024, Vol abs/2408.13510
  
  Preprint
- 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
  
  Publication
- 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
  
  Publication DOI Projet
- 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
  
  Publication Projet
- 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 Projet
- Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference
  
  Jovan Stojkovic, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Josep Torrellas
  
  EMC2 at ASPLOS | April 2024
  
  Publication Projet
- 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
- 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
  
  Preprint Projet
- How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads
  
  Xiaoting Qin, Minghua Ma, Yueng Zhao, Jue Zhang, Chao Du, Yudong Liu, A. Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang
  
  DSN'23 | June 2023
  
  Publication
- 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
- Unlocking unallocated cloud capacity for long, uninterruptible workloads
  
  Anup Agarwal, Shadi Noghabi, Íñigo Goiri, Srinivasan Seshan, Anirudh Badam
  
  NSDI | April 2023
  
  Publication
- Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs
  
  Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Terry Yang, Victor Ruehle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  ASPLOS'23 | March 2023
  
  Publication
- 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 Projet
- 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
  
  Publication Projet
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- 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
  
  Publication Projet
- 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 Projet Projet
- 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 Projet Projet
- 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
  
  Publication Projet
- 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
  
  Publication Projet Projet
- 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 Projet
- 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
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication Projet
- 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
  
  Publication Projet
- Morpheus: Towards Automated SLOs for Enterprise Clusters
  
  Sangeetha Abdu Jyothi, Carlo Curino, Ishai Menache, Shravan Matthur Narayanamurthy, Alexey Tumanov, Jonathan Yaniv, Ruslan Mavlyutov, Íñigo Goiri, Subru Krishnan, Janardhan (Jana) Kulkarni, Sriram Rao
  
  2016 International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication

- ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In The Cloud
  
  Lu Wang, Mayukh Das, Fangkai Yang, Bo Qiao, Hang Dong, Si Qin, Victor Ruehle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  MLSys'25 | May 2025
  
  Publication
- Towards Cloud Efficiency with Large-scale Workload Characterization
  
  A. Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Chetan Bansal
  
  ICPE | May 2025
  
  Preprint
- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Projet
- Performance Aware LLM Load Balancer for Mixed Workloads
  
  Kunal Jain, A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
  
  EuroMLSys 2025 | April 2025
  
  Publication Projet
- 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 Projet Projet
- Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations
  
  Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse
  
  ArXiv | September 2024, Vol abs/2409.17264
  
  Preprint Projet
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling
  
  A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Kunal Jain, Anoop Kulkarni, Steve Kofsky
  
  ArXiv | August 2024, Vol abs/2408.13510
  
  Preprint
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In The Cloud
  
  Lu Wang, Mayukh Das, Fangkai Yang, Bo Qiao, Hang Dong, Si Qin, Victor Ruehle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  MLSys'25 | May 2025
  
  Publication
- Towards Cloud Efficiency with Large-scale Workload Characterization
  
  A. Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Chetan Bansal
  
  ICPE | May 2025
  
  Preprint
- 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 Projet
- 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
  
  Publication Projet
- DynamoLLM: Designing LLM Inference Clusters for Performance and Energy Efficiency
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Josep Torrellas, Esha Choukse
  
  HPCA | March 2025
  
  Preprint Projet
- 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 Projet Projet
- Mosaic: Harnessing Micro-architectural Resources of Servers in Serverless Environments
  
  Jovan Stojkovic, Esha Choukse, Enrique Saurez, Íñigo Goiri, Josep Torrellas
  
  MICRO | November 2024
  
  Publication Projet
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling
  
  A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Kunal Jain, Anoop Kulkarni, Steve Kofsky
  
  ArXiv | August 2024, Vol abs/2408.13510
  
  Preprint
- 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
  
  Publication
- 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
  
  Publication DOI Projet
- 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
  
  Publication Projet
- 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
- Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference
  
  Jovan Stojkovic, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Josep Torrellas
  
  EMC2 at ASPLOS | April 2024
  
  Publication Projet
- 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 Projet
- 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
  
  Preprint Projet
- How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads
  
  Xiaoting Qin, Minghua Ma, Yueng Zhao, Jue Zhang, Chao Du, Yudong Liu, A. Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang
  
  DSN'23 | June 2023
  
  Publication
- 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
- Unlocking unallocated cloud capacity for long, uninterruptible workloads
  
  Anup Agarwal, Shadi Noghabi, Íñigo Goiri, Srinivasan Seshan, Anirudh Badam
  
  NSDI | April 2023
  
  Publication
- Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs
  
  Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Terry Yang, Victor Ruehle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  ASPLOS'23 | March 2023
  
  Publication
- 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 Projet
- 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
  
  Publication Projet
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- 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
  
  Publication Projet
- 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 Projet Projet
- 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 Projet Projet
- 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
  
  Publication Projet
- 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
  
  Publication Projet Projet
- 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 Projet
- 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
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication Projet
- Morpheus: Towards Automated SLOs for Enterprise Clusters
  
  Sangeetha Abdu Jyothi, Carlo Curino, Ishai Menache, Shravan Matthur Narayanamurthy, Alexey Tumanov, Jonathan Yaniv, Ruslan Mavlyutov, Íñigo Goiri, Subru Krishnan, Janardhan (Jana) Kulkarni, Sriram Rao
  
  2016 International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
  
  Publication Projet
- 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
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication

- ProtoRAIL: A Risk-cognizant Imitation Agent for Adaptive vCPU Oversubscription In The Cloud
  
  Lu Wang, Mayukh Das, Fangkai Yang, Bo Qiao, Hang Dong, Si Qin, Victor Ruehle, Chetan Bansal, Eli Cortez, Íñigo Goiri, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  MLSys'25 | May 2025
  
  Publication
- Towards Cloud Efficiency with Large-scale Workload Characterization
  
  A. Parayil, Jue Zhang, Xiaoting Qin, Íñigo Goiri, Chetan Bansal
  
  ICPE | May 2025
  
  Preprint
- Towards Resource-Efficient Compound AI Systems
  
  Gohar Irfan Choudhry, Esha Choukse, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini
  
  HotOS 2025 | May 2025
  
  Publication Projet
- 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 Projet
- Performance Aware LLM Load Balancer for Mixed Workloads
  
  Kunal Jain, A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Anoop Kulkarni, Steve Kofsky, Saravan Rajmohan
  
  EuroMLSys 2025 | April 2025
  
  Publication Projet
- 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
  
  Publication Projet
- DynamoLLM: Designing LLM Inference Clusters for Performance and Energy Efficiency
  
  Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri, Josep Torrellas, Esha Choukse
  
  HPCA | March 2025
  
  Preprint Projet
- Mosaic: Harnessing Micro-architectural Resources of Servers in Serverless Environments
  
  Jovan Stojkovic, Esha Choukse, Enrique Saurez, Íñigo Goiri, Josep Torrellas
  
  MICRO | November 2024
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication DOI Projet
- 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
  
  Publication Projet
- Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference
  
  Jovan Stojkovic, Esha Choukse, Chaojie Zhang, Íñigo Goiri, Josep Torrellas
  
  EMC2 at ASPLOS | April 2024
  
  Publication Projet
- 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 Projet
- How Different are the Cloud Workloads? Characterizing Large-Scale Private and Public Cloud Workloads
  
  Xiaoting Qin, Minghua Ma, Yueng Zhao, Jue Zhang, Chao Du, Yudong Liu, A. Parayil, Chetan Bansal, Saravan Rajmohan, Íñigo Goiri, Eli Cortez, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang
  
  DSN'23 | June 2023
  
  Publication
- 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
- Unlocking unallocated cloud capacity for long, uninterruptible workloads
  
  Anup Agarwal, Shadi Noghabi, Íñigo Goiri, Srinivasan Seshan, Anirudh Badam
  
  NSDI | April 2023
  
  Publication
- Snape: Reliable and Low-Cost Computing with Mixture of Spot and On-Demand VMs
  
  Fangkai Yang, Lu Wang, Zhenyu Xu, Jue Zhang, Liqun Li, Bo Qiao, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Terry Yang, Victor Ruehle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  ASPLOS'23 | March 2023
  
  Publication
- 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 Projet
- Spot Virtual Machine Eviction Prediction in Microsoft Cloud
  
  Fangkai Yang, Bowen Pang, Jue Zhang, Bo Qiao, Lu Wang, Camille Couturier, Chetan Bansal, Soumya Ram, Si Qin, Zhen Ma, Íñigo Goiri, Eli Cortez, Senthil Baladhandayutham, Victor Rühle, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang
  
  WWW'22 Companion | April 2022
  
  Publication
- 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
  
  Publication Projet
- 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 Projet Projet
- 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 Projet Projet
- 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
  
  Publication Projet
- 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
  
  Publication Projet Projet
- 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 Projet
- 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
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication Projet
- Morpheus: Towards Automated SLOs for Enterprise Clusters
  
  Sangeetha Abdu Jyothi, Carlo Curino, Ishai Menache, Shravan Matthur Narayanamurthy, Alexey Tumanov, Jonathan Yaniv, Ruslan Mavlyutov, Íñigo Goiri, Subru Krishnan, Janardhan (Jana) Kulkarni, Sriram Rao
  
  2016 International Symposium on Operating Systems Design and Implementation (OSDI) | November 2016
  
  Publication Projet
- 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
  
  Publication Projet
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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
  
  Publication
- 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 Projet Projet
- Mnemosyne: Parallelization Strategies for Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations
  
  Amey Agrawal, Junda Chen, Íñigo Goiri, Ramachandran Ramjee, Chaojie Zhang, Alexey Tumanov, Esha Choukse
  
  ArXiv | September 2024, Vol abs/2409.17264
  
  Preprint Projet
- Intelligent Router for LLM Workloads: Improving Performance Through Workload-Aware Scheduling
  
  A. Parayil, Ankur Mallick, Esha Choukse, Xiaoting Qin, Jue Zhang, Íñigo Goiri, Rujia Wang, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Kunal Jain, Anoop Kulkarni, Steve Kofsky
  
  ArXiv | August 2024, Vol abs/2408.13510
  
  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
  
  ArXiv | April 2024, Vol abs/2404.19143
  
  Preprint
- 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
  
  Preprint Projet
- 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
  
  Publication Projet