研究發表 Publications
Collaboration with QNAP on improving the performance of Network-Attached Storage (NAS) Servers based on open source system software
以 GPGPU 加速系統資料去重複運算
Wei-Cheng Lin, Chia-Heng Tu, Chih Wei Yeh, Shih-Hao Hung, GPU acceleration for Kernel Samepage Merging. RTCSA 2017: 1-6
以 GPGPU 與 RDMA 加速 Spark 叢集的效能
Yi-Wei Chen, Shih-Hao Hung, Chia-Heng Tu, Chih Wei Yeh, Virtual Hadoop: MapReduce over Docker Containers with an Auto-Scaling Mechanism for Heterogeneous Environments. RACS 2016: 201-206
Work with Foxconn on High-Performance Computing, Deep Learning and Precision Medicine
以異質計算 (GPGPU/FPGA) 加速醫學應用
Shih-Hao Hung, Min-Yu Tsai, Bo-Yi Huang, Chia-Heng Tu, A Platform-Oblivious Approach for Heterogeneous Computing: A Case Study with Monte Carlo-based Simulation for Medical Applications. FPGA 2016: 42-47
Developing Performance Analysis and System Prototyping Tools for Heterogeneous Multicore Android Smartphones with MediaTek
Hao-Che Hsu, Chih Wei Yeh, Shih-Hao Hung, Wei-Chung Hsu, Chung-Ta King, Yeh-Ching Chung, HSAemu 2.0: Full System Emulation for HSA platforms with Soft-MMU. RACS 2016: 230-235
Cheng-Kung Lai, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung, Fast profiling framework and race detection for heterogeneous system. Journal of Systems Architecture - Embedded Systems Design 81: 83-91 (2017)
Tsung-Han Chiang, Cheng-Yueh Liu, Chih Wei Yeh, Chia-Heng Tu, Shih-Hao Hung, Program Analysis with a Loop-Function-based Tracing Tool on Virtual Platforms. RACS 2017: 255-260 (Best Paper Award)
以機器學習偵測與防止 Android 惡意程式
Chih Wei Yeh, Wan-Ting Yeh, Shih-Hao Hung, Chih-Ta Lin, Flattened Data in Convolutional Neural Networks: Using Malware Detection as Case Study. RACS 2016: 130-135
Shih-Hao Hung, Shuen Wen Hsiao, Yu-Chi Teng, Roger Chien, Real-time and intelligent private data protection for the Android platform. Pervasive and Mobile Computing 24: 231-242 (2015)
Wen-Chieh Wu, Shih-Hao Hung, DroidDolphin: a dynamic Android malware detection framework using big data and machine learning. RACS 2014: 247-252 (Best Paper Award)