姓名 ：

戴國浩

導師 ：

汪玉

聯繫方式 ：

Email

所屬專業 ：

電子科學與技術

研究成果題目 ：

快速高能效大規模圖計算架構設計方法研究

研究成果簡介 ：

[1]. Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek, 「HyVE: Hybrid Vertex-Edge Memory Hierarchy for Energy-Efficient Graph Processing」, in IEEE Transactions on Computers (IEEE ToC), 2019.

[2]. Guohao Dai, Tianhao Huang, Yuze Chi, Jishen Zhao, Guangyu Sun, Yongpan Liu, Yu Wang, Yuan Xie, Huazhong Yang, 「GraphH: A Processing-in-Memory Architecture for Large-scale Graph Processing」, in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 38, No. 4, pp. 640-653, 2019.

[3]. Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek, 「GraphSAR: A Sparsity-Aware Processing-in-Memory Architecture for Large-scale Graph Processing on ReRAMs」, in Asia and South Pacific Design Automation Conference (ASP-DAC), 2019, pp. 120-126.

[4]. Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek, 「NewGraph: Balanced Large-scale Graph Processing on FPGAs with Low Preprocessing Overheads」, in IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2018, pp. 208-208.

[5]. Guohao Dai, Tianhao Huang, Yuze Chi, Ningyi Xu, Yu Wang, Huazhong Yang, 「ForeGraph: Exploring Large-scale Graph Processing on Multi-FPGA Architecture」, in ACM/SIGDA International Symposium on FPGA (FPGA), 2017, pp.217-226.

[6]. Guohao Dai, Yuze Chi, Yu Wang, Huazhong Yang, 「FPGP: Graph Processing Framework on FPGA A Case Study of Breadth-First Search」, in ACM/SIGDA International Symposium on FPGA (FPGA), 2016, pp.105-110.

[7]. Guohao Dai, Yi Shan, Fei Chen, Yu Zhang, Yu Wang, Kun Wang, Huazhong Yang, 「Online Scheduling for FPGA Computation in the Cloud」, in International Conference on Field-Programmable Technology (FPT), 2014, pp.330-333.

[8]. Kun Wu, Guohao Dai, Xing Hu, Shuangchen Li, Xinfeng Xie, Yu Wang, Yuan Xie, 「Memory-bounded Proof-of-work Acceleration for Block-chain Applications'', in Design Automation Conference (DAC), 2019.

[9]. Gushu Li, Guohao Dai, Shuangchen Li, Yu Wang, Yuan Xie, 「GraphIA: An In-situ Accelerator for Large-scale Graph Processing」, in International Symposium on Memory Systems (MEMSYS), 2018, pp. 79-84.

[10]. Tianhao Huang, Guohao Dai, Yu Wang, Huazhong Yang, 「HyVE: Hybrid Vertex-Edge Memory Hierarchy for Energy-Efficient Graph Processing」, in Design, Automation & Test in Europe (DATE), 2018, pp. 973-978.

[11]. Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, Huazhong Yang, 「NXgraph: An Efficient Graph Processing System on a Single Machine」, in IEEE International Conference on Data Engineering (ICDE), 2016, pp. 409-420.

[12]. Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang, 「A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM'', in Design Automation Conference (DAC), 2019.

[13]. Yubin Li, Yuliang Sun, Guohao Dai, Qiang Xu, Yu Wang, Huazhong Yang, 「Approximate Frequent Itemset Mining for Streaming Data on FPGA」, in International Conference on Field-Programmable Logic and Applications (FPL), 2016, pp. 1-4.

[14]. Yubin Li, Yuliang Sun, Guohao Dai, Yuzhi Wang, Jiacai Ni, Yu Wang, Guoliang Li, Huazhong Yang, 「A Self-aware Data Compression System on FPGA in Hadoop」, in International Conference on Field-Programmable Technology (FPT), 2015, pp. 196-199.

成果視頻連結 ：

http://