Corey Zumar

According to our database, Corey Zumar authored at least 4 papers between 2018 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

InferLine: latency-aware provisioning and scaling for prediction serving pipelines.

Daniel Crankshaw, Gur-Eyal Sela, Xiangxi Mo, Corey Zumar, Ion Stoica, Joseph Gonzalez, Alexey Tumanov

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 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

InferLine: ML Inference Pipeline Composition Framework.

Daniel Crankshaw, Gur-Eyal Sela, Corey Zumar, Xiangxi Mo, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov

CoRR, 2018