Implementing and Evaluating OpenCL on an ARMv8 Multi-Core CPU
Jianbin Fang, Peng Zhang, Tao Tang, Chun Huang, Canqun Yang. "Implementing and Evaluating OpenCL on an ARMv8 Multi-Core CPU." ISPA. 2017.
CV
Education
- B.S. in Computer Science, Central South University, 2007
- M.S. in Computer Science, National University of Defense Technology, 2009
- Ph.D in Computer Science, Delft University of Technology, 2014
Work experience
- 2015–Now: Assistant Professor
- National University of Defense Technology
Publications
Benchmarking the GPU memory at the warp level
Minquan Fang, Jianbin Fang, Weimin Zhang, Haifang Zhou, Jianxing Liao, Yuangang Wang. (2018). "Benchmarking the GPU memory at the warp level." Parallel Computing. 71:23-41.
clMF: A Fine-Grained and Portable Alternating Least Squares Algorithm for Parallel Matrix Factorization
Jing Chen, Jianbin Fang, Weifeng Liu, Tao Tang, Canqun Yang. "clMF: A Fine-Grained and Portable Alternating Least Squares Algorithm for Parallel Matrix Factorization." FGCS. 2018.
MOCL: An Efficient OpenCL Implementation for the Matrix-2000 Architecture
Peng Zhang, Jianbin Fang, Canqun Yang, Tao Tang, Chun Huang, Zheng Wang. "MOCL: An Efficient OpenCL Implementation for the Matrix-2000 Architecture." CF. 2018.
Auto-tuning Streamed Applications on Intel Xeon Phi
Peng Zhang, Jianbin Fang, Tao Tang, Canqun Yang, Zheng Wang. "Auto-tuning Streamed Applications on Intel Xeon Phi." IPDPS. 2018.
Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures
Shizhao Chen, Jianbin Fang, Donglin Chen, Chuanfu Xu, Zheng Wang. "Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures." HPCC. 2018.
Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core Architecture
Donglin Chen, Jianbin Fang, Shizhao Chen, Chuanfu Xu, Zheng Wang. "Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core Architecture." IJPP. 2018.
Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems
Wenxu Zheng, Jianbin Fang, Juan Chen, et. al. "Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems." HPCC. 2019.
Deep Learning Research and Development Platform: Characterizing and Scheduling with QoS Guarantees on GPU Clusters
Zhaoyun Chen, Wei Quan, Mei Wen, Jianbin Fang, Jie Yu, Chunyuan Zhang, Lei Luo. "Deep Learning Research and Development Platform: Characterizing and Scheduling with QoS Guarantees on GPU Clusters." TPDS. 2019.
Characterizing Scalability of Sparse Matrix–Vector Multiplications on Phytium FT-2000+
Donglin Chen, Jianbin Fang, Chuanfu Xu, Shizhao Chen, Zheng Wang. "Characterizing Scalability of Sparse Matrix–Vector Multiplications on Phytium FT-2000+." IJPP. 2019.
Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures
Peng Zhang, Jianbin Fang, Canqun Yang, Chun Huang, Tao Tang, Zheng Wang. "Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures." TPDS. 2020.
Parallel Programming Models for Heterogeneous Many-Cores : A Comprehensive Survey
Jianbin Fang, Chun Huang, Tao Tang, Zheng Wang. "Parallel Programming Models for Heterogeneous Many-Cores : A Comprehensive Survey." CCF THPC. 2020.
Dissecting the Phytium 2000+ Memory Hierarchy via Microbenchmarking
Wanrong Gao, Jianbin Fang, Chuanfu Xu, Chun Huang. " Dissecting the Phytium 2000+ Memory Hierarchy via Microbenchmarking. " CCF ACA. 2020.
Deep Program Structure Modeling Through Multi-Relational Graph-based Learning
Guixin Ye, Zhanyong Tang, Huanting Wang, Jianbin Fang, Songfang Huang, Zheng Wang. "Deep Program Structure Modeling Through Multi-Relational Graph-based Learning." PACT. 2020.
NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-based Many-Core Architectures
Xiaosong Yu, Huihui Ma, Zhengyu Qu, Jianbin Fang, Weifeng Liu. "NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-based Many-Core Architectures." NPC. 2020.
FlowGAN: A Conditional Generative Adversarial Network for Flow Prediction in Various Conditions
Donglin Chen, Xiang Gao, Chuanfu Xu, Shizhao Chen, Jianbin Fang, Zhenghua Wang, Zheng Wang. "FlowGAN: A Conditional Generative Adversarial Network for Flow Prediction in Various Conditions." ICTAI. 2020.
More Bang for Your Buck: Boosting Performance with Capped Power Consumption
Juan Chen, Xinxin Qi, Feihao Wu, Jianbin Fang, Yong Dong, Yuan Yuan, Zheng Wang, and Keqin Li. "More Bang for Your Buck: Boosting Performance with Capped Power Consumption." TST. 2020.
Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+
Jianbin Fang, Xiangke Liao, Chun Huang, Dezun Dong. "Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+." JCST. 2020.
Characterizing Small-Scale Matrix Multiplications on ARMv8-based Many-Core Architectures
Weiling Yang, Jianbin Fang, Dezun Dong. "Characterizing Small-Scale Matrix Multiplications on ARMv8-based Many-Core Architectures." IPDPS. 2021.
BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization on GPUs
Jing Chen, Jianbin Fang, Weifeng Liu, Canqun Yang. "BALS: Blocked Alternating Least Squares for Parallel Sparse Matrix Factorization on GPUs." TPDS. 2021.
FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction
Donglin Chen, Xiang Gao, Chuanfu Xu, Siqi Wang, Shizhao Chen, Jianbin Fang, Zheng Wang. " FlowDNN: a physics-informed deep neural network for fast and accurate flow prediction." FITEE. 2021.
LibShalom: Optimizing Small and Irregular-shaped Matrix Multiplications on ARMv8 Multi-Core
Weiling Yang, Jianbin Fang, Dezun Dong, Xing Su, Zheng Wang. " LibShalom: Optimizing Small and Irregular-shaped Matrix Multiplications on ARMv8 Multi-Core." SC. 2021.
Optimizing Barrier Synchronization on ARMv8 Many-Core Architectures
Wanrong Gao, Jianbin Fang, Chun Huang, Chuanfu Xu, Zheng Wang. " Optimizing Barrier Synchronization on ARMv8 Many-Core Architectures." Cluster. 2021.
wrBench: Comparing Cache Architectures and Coherency Protocols on ARMv8 Many-Core Systems
Wanrong Gao, Jianbin Fang, Chun Huang, Chuanfu Xu, Zheng Wang. " wrBench: Comparing Cache Architectures and Coherency Protocols on ARMv8 Many-Core Systems." JCST. 2021.
Characterizing OpenMP Synchronization Implementations on ARMv8 Multi-Cores
Pengyu Wang, Wanrong Gao, Jianbin Fang, Chun Huang, Zheng Wang. " Characterizing OpenMP Synchronization Implementations on ARMv8 Multi-Cores." HPCC. 2021.