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Bingsheng He

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Full Name
Bingsheng He
Main Affiliation
 
Faculty
 
Email
dcsheb@nus.edu.sg
 

Publications

Results 1-20 of 26 (Search time: 0.01 seconds).

Issue DateTitleAuthor(s)
12017A distributed in-memory key-value store system on heterogeneousCPU–GPU clusterKai Zhang; Kaibo Wang; Yuan Yuan; Lei Guo; Rubao Li; Xiaodong Zhang; Bingsheng He ; Jiayu Hu; Bei Hua
22017A Study of Main-Memory Hash Joins on Many-core Processor: A Case with Intel Knights Landing ArchitectureXuntao Cheng; Bingsheng He ; Xiaoli Du; Chiew Tong Lau
31-Jan-2021A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future DirectionsLiu, HK; Chen, D; Jin, H; Liao, XF; He, B ; Hu, K; Zhang, Y
41-Apr-2019A Survey on Graph Processing Accelerators: Challenges and OpportunitiesGui, Chuang-Yi; Zheng, Long; He, Bingsheng ; Liu, Cheng ; Chen, Xin-Yu; Liao, Xiao-Fei; Jin, Hai
58-Jan-2020Accelerating Generative Neural Networks on Unmodified Deep Learning Processors-A Software ApproachXu, Dawen; Liu, Cheng; Wang, Ying; Tu, Kaijie; He, Bingsheng ; Zhang, Lei
61-Jul-2020Adaptive Kernel Value Caching for SVM TrainingLi, Qinbin; Wen, Zeyi ; He, Bingsheng 
7Jun-2019BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore ArchitecturesShuhao Zhang ; Jiong He; Amelie Chi Zhou; Bingsheng He 
82019Deploying Hash Tables on Die-Stacked High Bandwidth MemoryXuntao Cheng; Bingsheng He ; Eric Lo; Wei Wang ; Shengliang Lu ; Xinyu Chen
9Apr-2019DiGraph: An Efficient Path-based IterativeDirected Graph Processing System onMultiple GPUsYu Zhang; Xiaofei Liao; Hai Jin; Bingsheng He ; Haikun Liu; Lin Gu
101-Jan-2021Efficient Deep Learning Pipelines for Accurate Cost Estimations over Large Scale Query WorkloadZhi Kang, JK; Gaurav; Tan, SY; Cheng, F; Sun, S ; He, B 
112018Efficient gradient boosted decision tree training on GPUsZeyi Wen ; Bingsheng He ; Ramamohanarao Kotagiri; Shengliang Lu ; Jiashuai Shi
1219-Feb-2019Efficient Memory Management for GPU-based Deep Learning SystemsZhang, Junzhe ; Yeung, Sai Ho ; Shu, Yao; He, Bingsheng ; Wang, Wei 
132018Efficient Multi-Class Probabilistic SVMs on GPUsZeyi Wen ; Jiashuai Shi; Bingsheng He ; Jian Chen; Yawen Chen
142018G-NET: Effective GPU sharing in NFV SystemsKai Zhang; Bingsheng He ; Jiayu Hu; Zeke Wang ; Bei Hua; Jiayi Meng; Lishan Yang
152018Hebe: An Order-oblivious and High-performance Execution Scheme for Conjunctive PredicatesZeke Wang; Kai Zhang; Haihang Zhou; Xue Liu; Bingsheng He 
162020Is FPGA Useful for Hash Joins?Xinyu Chen; Yao Chen; Ronak Bajaj ; Jiong He; Bingsheng He ; Weng-Fai Wong ; Deming Chen
171-Jan-2016Monetary Cost Optimizations for Hosting Workflow-as-a-Service in IaaS CloudsZhou, Amelie Chi; He, Bingsheng ; Liu, Cheng 
182019On-the-fly parallel data shuffling for graph processing on OpenCL-based FPGAsChen Xinyu; Ronak Bajaj ; Yao Chen; Jiong He; Bingsheng He ; Weng-Fai Wong ; Deming Chen
191-Jan-2021PathEnum: Towards Real-Time Hop-Constrained s-t Path EnumerationSun, S ; Chen, Y ; He, B ; Hooi, B 
201-Jan-2020Practical federated gradient boosting decision treesLi, Q; Wen, Z; He, B