Ben Taylor

App Feature Extraction Model Calibration 1 2 3 4 Offline Profiling Runs Memory footprint Training programs Model Fitting Feature Extraction f Memory function Feature values Task Scheduling Func

Vicent Sanz Marco, Zheng Wang, Z. Wang, 2018 .

Adaptive deep learning model selection on embedded systems

Yehia El-khatib, Willy Wolff, Zheng Wang, 2018, LCTES.

Improving Spark Application Throughput Via Memory Aware Task Co-location: A Mixture of Experts Approach

Barry Porter, Zheng Wang, Ben Taylor, 2017 .

Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection

Yehia Elkhatib, Ben Taylor, Zheng Wang, 2019, ACM Trans. Embed. Comput. Syst..

Improving spark application throughput via memory aware task co-location: a mixture of experts approach

Vicent Sanz Marco, Ben Taylor, Barry Porter, 2017, Middleware.

Adaptive Selection of Deep Learning Models on Embedded Systems pdf

Yehia El-khatib, Willy Wolff, Zheng Wang, 2018, ArXiv.

Adaptive optimization for OpenCL programs on embedded heterogeneous systems

Zheng Wang, Ben Taylor, Vicent Sanz Marco, 2017, LCTES.

Cracking Android Pattern Lock in Five Attempts

Xiaojiang Chen, Kwang In Kim, Dingyi Fang, 2017, NDSS.