Shijie Zhou

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 16

Top Topics

Classification Algorithm

Fpga Implementation

Mass Spectrometry Data

Top Venues

Publications

Shijie Zhou, Rajgopal Kannan, Viktor K. Prasanna
Accelerating Stochastic Gradient Descent Based Matrix Factorization on FPGA. IEEE Trans. Parallel Distributed Syst. 31 (8) (2020)
Shijie Zhou, Rajgopal Kannan, Viktor K. Prasanna, Guna Seetharaman, Qing Wu
HitGraph: High-throughput Graph Processing Framework on FPGA. IEEE Trans. Parallel Distributed Syst. 30 (10) (2019)
Shijie Zhou, Rajgopal Kannan, Yu Min, Viktor K. Prasanna
FASTCF: FPGA-based Accelerator for STochastic-Gradient-Descent-based Collaborative Filtering. FPGA (2018)
Shijie Zhou, Rajgopal Kannan, Hanqing Zeng, Viktor K. Prasanna
An FPGA framework for edge-centric graph processing. CF (2018)
Oded Green, James Fox, Euna Kim, Federico Busato, Nicola Bombieri, Kartik Lakhotia, Shijie Zhou, Shreyas G. Singapura, Hanqing Zeng, Rajgopal Kannan, Viktor K. Prasanna, David A. Bader
Quickly finding a truss in a haystack. HPEC (2017)
Shijie Zhou, Kartik Lakhotia, Shreyas G. Singapura, Hanqing Zeng, Rajgopal Kannan, Viktor K. Prasanna, James Fox, Euna Kim, Oded Green, David A. Bader
Design and implementation of parallel PageRank on multicore platforms. HPEC (2017)
Shijie Zhou, Rajgopal Kannan, Viktor K. Prasanna
Accelerating low rank matrix completion on FPGA. ReConFig (2017)
Shijie Zhou, Viktor K. Prasanna
Accelerating Graph Analytics on CPU-FPGA Heterogeneous Platform. SBAC-PAD (2017)
Shijie Zhou, Charalampos Chelmis, Viktor K. Prasanna
High-Throughput and Energy-Efficient Graph Processing on FPGA. FCCM (2016)
Shijie Zhou, Charalampos Chelmis, Viktor K. Prasanna
Optimizing memory performance for FPGA implementation of pagerank. ReConFig (2015)
Da Tong, Shijie Zhou, Viktor K. Prasanna
High-Throughput Online Hash Table on FPGA. IPDPS Workshops (2015)
Shijie Zhou, Yun Rock Qu, Viktor K. Prasanna
Large-scale packet classification on FPGA. ASAP (2015)
Shijie Zhou, Charalampos Chelmis, Viktor K. Prasanna
Accelerating Large-Scale Single-Source Shortest Path on FPGA. IPDPS Workshops (2015)
Shijie Zhou, Viktor K. Prasanna
Scalable GPU-Accelerated IPv6 Lookup Using Hierarchical Perfect Hashing. GLOBECOM (2015)
Yun Rock Qu, Hao H. Zhang, Shijie Zhou, Viktor K. Prasanna
Optimizing Many-field Packet Classification on FPGA, Multi-core General Purpose Processor, and GPU. ANCS (2015)
Yun Rock Qu, Shijie Zhou, Viktor K. Prasanna
A Decomposition-Based Approach for Scalable Many-Field Packet Classification on Multi-core Processors. Int. J. Parallel Program. 43 (6) (2015)
Shijie Zhou, Sihan Zhao, Viktor K. Prasanna
400 Gbps energy-efficient multi-field packet classification on FPGA. ReConFig (2014)
Shijie Zhou, Weirong Jiang, Viktor K. Prasanna
A flexible and scalable high-performance OpenFlow switch on heterogeneous SoC platforms. IPCCC (2014)
Shijie Zhou, Yun Rock Qu, Viktor K. Prasanna
Multi-core implementation of decomposition-based packet classification algorithms. J. Supercomput. 69 (1) (2014)
Yun Rock Qu, Shijie Zhou, Viktor K. Prasanna
Performance modeling and optimizations for decomposition-based large-scale packet classification on multi-core processors. HPSR (2014)
Shijie Zhou, Shreyas G. Singapura, Viktor K. Prasanna
High-performance packet classification on GPU. HPEC (2014)
Sanmukh R. Kuppannagari, Ren Chen, Andrea Sanny, Shreyas G. Singapura, Geoffrey Phi C. Tran, Shijie Zhou, Yusong Hu, Stephen P. Crago, Viktor K. Prasanna
Energy performance of FPGAs on PERFECT suite kernels. HPEC (2014)
Shijie Zhou, Weirong Jiang, Viktor K. Prasanna
A programmable and scalable openflow switch using heterogeneous soc platforms. HotSDN (2014)
Shijie Zhou, Prashant Rao Nittoor, Viktor K. Prasanna
High-Performance Traffic Classification on GPU. SBAC-PAD (2014)
Yun Qu, Shijie Zhou, Viktor K. Prasanna
Scalable Many-Field Packet Classification on Multi-core Processors. SBAC-PAD (2013)
Yun Rock Qu, Shijie Zhou, Viktor K. Prasanna
High-performance architecture for dynamically updatable packet classification on FPGA. ANCS (2013)
Shijie Zhou, Yun Rock Qu, Viktor K. Prasanna
Multi-core Implementation of Decomposition-Based Packet Classification Algorithms. PaCT (2013)