Bulletin of the Technical Committee on


December 2018 Vol. 41 No. 4   IEEE Computer Society


Farewell   David Lomet 1
Letter from the Editor-in-Chief   Haixun Wang 3
Letter from the Special Issue Editor   Joseph E. Gonzalez 4

Special Issue on Machine Learning Life-cycle Management

On Challenges in Machine Learning Model Management    
    Sebastian Schelter, Felix Biessmann, Tim Januschowski, David Salinas, Stephan Seufert, Gyuri Szarvas 5
MODELDB: Opportunities and Challenges in Managing Machine Learning Models    
    Manasi Vartak, Samuel Madden 16
ProvDB: Provenance-enabled Lifecycle Management of Collaborative Data Analysis Workflows    
    Hui Miao, Amol Deshpande 26
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 39
From the Edge to the Cloud: Model Serving in ML.NET  
    Yunseong Lee, Alberto Scolari, Byung-Gon Chun, Markus Weimer, Matteo Interlandi 46
Report from the Workshop on Common Model Infrastructure, ACM KDD 2018   Chaitanya Baru 54

Conference and Journal Notices

ICDE 2019 Conference   58
TCDE Membership Form   back cover