Machine Learning for Systems and Tiered AIOps

成立时间：September 1, 2016

论文与出版物

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- 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
  
  Publication
- 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
  
  Publication 项目
- 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
  
  Publication 项目
- 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 项目
- 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
  
  Publication
- 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, 第 63 卷(2)
  
  Publication
- 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
  
  论文与出版物

- 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
  
  Publication
- 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
  
  Publication 项目
- 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
  
  Publication 项目
- 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 项目
- 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
  
  Publication
- 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, 第 63 卷(2)
  
  Publication
- 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
  
  论文与出版物

- 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
  
  Publication
- 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
  
  Publication 项目
- 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
  
  Publication 项目
- 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 项目
- 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
  
  Publication
- 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
  
  论文与出版物
- 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, 第 63 卷(2)
  
  Publication

人员

Daniel S. Berger

Principal Researcher

Ricardo Bianchini

Technical Fellow, Corporate Vice President, Microsoft Azure

Rodrigo Fonseca

Sr Principal Research Manager

Alok Kumbhare

Principal Research SDE

Pedro Las-Casas

Senior Research SDE