Room 2209, Wegmans Hall
Department of Computer Science
University of Rochester
Rochester, NY, 14627
Email: dchen39 AT cs DOT rochester DOT edu
University of Rochester, 2014-Current
PhD. Department of Computer Science.
National University of Defense Technology. 2011-2013
M.S. Department of Computer Science.
National University of Defense Technology. 2007-2011
B.S. Department of Computer Science.
A collection of OpenCL benchmarks for performance evaluation: NVIDIA SDK, Parboil,
SHOC, SNU NPB.
Memory Access Analysis
A LLVM based tool which can extract memory access pattern of global memory accesses from
OpenCL kernel code. A linear abstract representation is designed to describe the global memory
A Distributed Shared OpenCL Memory (DSOM) is designed in OpenCL runtime, which relieves users of having to manage data transfer explicitly among multiple devices. DSOM allocates
shared buffers in the system memory and treats the on-device memory as a software managed
virtual cache buffer. The management is based on the global memory access pattern.
OpenCL Performance Portability
Targeting on different computing devices with different architectures (CPU, GPU, MIC),
optimizations to improve performance of OpenCL programs are summarized. A performance
concerned code transformation (from fine-grained program to coarse-grained program) is being
Automated Transformation of GPU-Specific OpenCL Kernels Targeting Performance Portability on Multi-Core/Many-Core CPUs.
Dafei Huang, Mei Wen, Changqing Xun, Dong Chen, Xing Cai, Yuran Qiao, Nan Wu, Chunyuan Zhang.
Euor-Par 2014 Parallel Processing.
Efficicent fine grained shared buffer management for multiple OpenCL devices.
Changqing Xun, Dong Chen, Qiang Lan, Chunyuan Zhang.
Journal of Zhejiang University-SCIENCE C (Computers and Electronics)
Automatic mapping single-device OpenCL program to heterogeneous multi-device platform.
Dong Chen, Changqing Xun, Dafei Huang, Mei Wen, Chunyuan Zhang.
The 15th International Conference on High Performance Computing and Communications(HPCC 2013)
Scalable Parallel Motion Estimation on Multi-GPU system.
Dong Chen, Huayou Su, Wen Mei, Lixuan Wang, Chunyuan Zhang.
International Conference on Communications and Information Processing(ICCIP 2013)
), CSC 453, CSC 456, CSC 486
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