Towards Concurrent Stateful Stream Processing on Multicore Processors

by Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
Published 2020

BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures

by Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
Published 2020

Revisiting Hash Join on Graphics Processors: A Decade Later

by Johns Paul, Bingsheng He, Shengliang Lu, Chiew Tong Lau
Published 2020

A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing Architecture

by Xuntao Cheng, Bingsheng He, Xiaoli Du, Chiew Tong Lau
Published 2020

Efficient gradient boosted decision tree training on GPUs

by Zeyi Wen, Bingsheng He, Ramamohanarao Kotagiri, Shengliang Lu, Jiashuai Shi
Published 2020

Hebe: An Order-oblivious and High-performance Execution Scheme for Conjunctive Predicates

by Zeke Wang, Kai Zhang, Haihang Zhou, Xue Liu, Bingsheng He
Published 2020

ThunderSVM: A fast SVM library on GPUs and CPUs

by Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen
Published 2020

Efficient Multi-Class Probabilistic SVMs on GPUs

by Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
Published 2020

DiGraph: An Efficient Path-based IterativeDirected Graph Processing System onMultiple GPUs

by Yu Zhang, Xiaofei Liao, Hai Jin, Bingsheng He, Haikun Liu, Lin Gu
Published 2020

Deploying Hash Tables on Die-Stacked High Bandwidth Memory

by Xuntao Cheng, Bingsheng He, Eric Lo, Wei Wang, Shengliang Lu, Xinyu Chen
Published 2020

ThunderGBM: Fast GBDTs and random forests on GPUs

by Zeyi Wen, Jiashuai Shi, Hanfeng Liu, Bingsheng He, Qinbin Li, Jian Chen
Published 2020

G-NET: Effective GPU sharing in NFV Systems

by Kai Zhang, Bingsheng He, Jiayu Hu, Zeke Wang, Bei Hua, Jiayi Meng, Lishan Yang
Published 2020

Is FPGA Useful for Hash Joins?

by Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
Published 2020

On-the-fly parallel data shuffling for graph processing on OpenCL-based FPGAs

by Chen Xinyu, Ronak Bajaj, Yao Chen, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
Published 2020

A distributed in-memory key-value store system on heterogeneousCPU–GPU cluster

by Kai Zhang, Kaibo Wang, Yuan Yuan, Lei Guo, Rubao Li, Xiaodong Zhang, Bingsheng He, Jiayu Hu, Bei Hua
Published 2020