September 2014 | Vol. 37 No. 3 | IEEE Computer Society |
Letters |
Letter from the Editor-in-Chief | David Lomet | 1 |
Message from the TCDE Chair Nominating Committee | Amr El-Abaddi, Paul Larson, and David Lomet | 2 |
Election for Chair of IEEE Computer Society TC on Data Engineering | Brookes Little | 2 |
TCDE Chair Candidate Erich Neuhold | Erich Neuhold | 3 |
TCDE Chair Candidate Xiaofang Zhou | Xiaofang Zhou | 4 |
Letter from the Special Issue Editor | Christopher Jermaine | 5 |
Special Issue on Databases, Declarative Systems and Machine Learning |
Lifted Probabilistic Inference: A Guide for the Database Researcher |   |
Eric Gribkoff, Dan Suciu, and Guy Van den Broeck | 6 |
Probabilistic Data Programming with ENFrame | Dan Olteanu and Sebastiaan J. van Schaik | 18 |
Feature Engineering for Knowledge Base Construction |   |
Christopher Ré, Amir Abbas Sadeghian, Zifei Shan, Jaeho Shin, Feiran Wang, Sen Wu, Ce Zhang | 26 |
Efficient In-Database Analytics with Graphical Models | Daisy Zhe Wang, Yang Chen, Christan Grant, and Kun Li | 41 |
SystemML's Optimizer: Plan Generation for Large-Scale Machine Learning Programs |   |
Matthias Boehm, Douglas R. Burdick, Alexandre V. |   |
Evfimievski, Berthold Reinwald, Frederick R. Reiss, Prithviraj Sen, Shirish Tatikonda, and Yuanyuan Tian | 52 |
Tupleware: Distributed Machine Learning on Small Clusters | Andrew Crotty, Alex Galakatos, and Tim Kraska | 63 |
Cumulon: Cloud-Based Statistical Analysis from Users Perspective |   |
Botong Huang, Nicholas W.D. Jarrett, Shivnath Babu, Sayan Mukherjee, and Jun Yang | 77 |
Announcements and Notices |
ICDE 2015 Conference | 90 |
TCDE Membership Form | backcover |