Andy Konwinski

According to our database, Andy Konwinski authored at least 12 papers between 2007 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle.

Andrew Chen, Andy Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

2018

Accelerating the Machine Learning Lifecycle with MLflow.

Matei Zaharia, Andrew Chen, Aaron Davidson, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Fen Xie, Corey Zumar

IEEE Data Eng. Bull., 2018

2013

Omega: flexible, scalable schedulers for large compute clusters.

Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes

Proceedings of the Eighth Eurosys Conference 2013, 2013

2012

Multi-agent Cluster Scheduling for Scalability and Flexibility.

Andy Konwinski

PhD thesis, 2012

2011

Mesos: Flexible Resource Sharing for the Cloud.

Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica

login Usenix Mag., 2011

Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center.

Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Dominant Resource Fairness: Fair Allocation of Multiple Resource Types.

Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

The Datacenter Needs an Operating System.

Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica

Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

2010

A view of cloud computing.

Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andy Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia

Commun. ACM, 2010

2009

A Common Substrate for Cluster Computing.

Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ion Stoica

Proceedings of the Workshop on Hot Topics in Cloud Computing, 2009

2008

Improving MapReduce Performance in Heterogeneous Environments.

Matei Zaharia, Andy Konwinski, Anthony D. Joseph, Randy H. Katz, Ion Stoica

Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, 2008

2007

Towards an I/O tracing framework taxonomy.

Andy Konwinski, John Bent, James Nunez, Meghan Quist

Proceedings of the 2nd International Petascale Data Storage Workshop (PDSW '07), 2007