Corey Zumar

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 4

Top Topics

Machine Learning

Unified Framework

Top Venues

IEEE Data Eng. Bull.

Publications

Daniel Crankshaw, Gur-Eyal Sela, Xiangxi Mo, Corey Zumar, Ion Stoica, Joseph Gonzalez, Alexey Tumanov
InferLine: latency-aware provisioning and scaling for prediction serving pipelines. SoCC (2020)
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)
Daniel Crankshaw, Gur-Eyal Sela, Corey Zumar, Xiangxi Mo, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov
InferLine: ML Inference Pipeline Composition Framework. CoRR (2018)
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)