Andy Konwinski

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 2

Top Topics

Machine Learning

Overlapping Clusters

Feature Selection

Top Venues

IEEE Data Eng. Bull.

Publications

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
Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle. DEEM@SIGMOD (2020)
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
Accelerating the Machine Learning Lifecycle with MLflow. IEEE Data Eng. Bull. 41 (4) (2018)
Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes
Omega: flexible, scalable schedulers for large compute clusters. EuroSys (2013)
Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types. NSDI (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center. NSDI (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: Flexible Resource Sharing for the Cloud. login Usenix Mag. 36 (4) (2011)
Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
The Datacenter Needs an Operating System. HotCloud (2011)
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
A view of cloud computing. Commun. ACM 53 (4) (2010)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ion Stoica
A Common Substrate for Cluster Computing. HotCloud (2009)
Matei Zaharia, Andy Konwinski, Anthony D. Joseph, Randy H. Katz, Ion Stoica
Improving MapReduce Performance in Heterogeneous Environments. OSDI (2008)
Andy Konwinski, John Bent, James Nunez, Meghan Quist
Towards an I/O tracing framework taxonomy. PDSW (2007)