Machine Learning for Systems and Tiered AIOps

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 Project

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 Project

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 Project

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, Vol 63(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

Publication

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 Project

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 Project

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 Project

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, Vol 63(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

Publication

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 Project

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 Project

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 Project

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

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, Vol 63(2)

Publication