My OS Ought to Know Me Better: In-app Behavioural Analytics as an OS Service
Earlence Fernandes, University of Michigan; Oriana Riva and Suman Nath, Microsoft Research
Amber: Decoupling User Data from Web Applications
Tej Chajed, Jon Gjengset, Jelle van den Hooff, M. Frans Kaashoek, Massachusetts Institute of Technology; James Mickens, Microsoft Research; Robert Morris and Nickolai Zeldovich, Massachusetts Institute of Technology
The Activity Platform
Helen J. Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, and Susan Dumais, Microsoft Research
Lax: Driver Interfaces for Approximate Sensor Device Access
Phillip Stanley-Marbell and Martin Rinard, Massachusetts Institute of Technology
节能传感器设备，通过降级数据采集准确度来为穿戴设备省电
OSDI'14
Scaling Distributed Machine Learning with the Parameter Server
Mu Li, Carnegie Mellon University and Baidu; David G. Andersen and Jun Woo Park, Carnegie Mellon University;Alexander J. Smola, Carnegie Mellon University and Google, Inc.; Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, and Bor-Yiing Su, Google, Inc.
GraphX: Graph Processing in a Distributed Dataflow Framework
Joseph E. Gonzalez, University of California, Berkeley; Reynold S. Xin, University of California, Berkeley, and Databricks; Ankur Dave, Daniel Crankshaw, and Michael J. Franklin, University of California, Berkeley; Ion Stoica,University of California, Berkeley, and Databricks
Project Adam: Building an Efficient and Scalable Deep Learning Training System
Trishul Chilimbi, Yutaka Suzue, Johnson Apacible, and Karthik Kalyanaraman, Microsoft Research
f4: Facebook's Warm BLOB Storage System
Subramanian Muralidhar, Facebook, Inc.; Wyatt Lloyd, University of Southern California and Facebook, Inc.;Sabyasachi Roy, Cory Hill, Ernest Lin, Weiwen Liu, Satadru Pan, Shiva Shankar, and Viswanath Sivakumar,Facebook, Inc.; Linpeng Tang, Princeton University and Facebook, Inc.; Sanjeev Kumar, Facebook, Inc.
GPUnet: Networking Abstractions for GPU Programs
Sangman Kim, Seonggu Huh, Yige Hu, Xinya Zhang, and Emmett Witchel, The University of Texas at Austin; Amir Wated and Mark Silberstein, Technion—Israel Institute of Technology