Bingsheng He, 何丙胜
Bingsheng He, 何丙胜
Professor, Department of Computer Science, National University of Singapore
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Mars: a MapReduce framework on graphics processors
B He, W Fang, Q Luo, NK Govindaraju, T Wang
Proceedings of the 17th international conference on Parallel architectures …, 2008
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
Q Li, Z Wen, Z Wu, S Hu, N Wang, B He
IEEE Transactions on Knowledge and Data Engineering, 2021
Model-Contrastive Federated Learning
Q Li, B He, D Song
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Federated Learning on Non-IID Data Silos: An Experimental Study
Q Li, Y Diao, Q Chen, B He
ICDE 2022, 2021
Relational joins on graphics processors
B He, K Yang, R Fang, M Lu, N Govindaraju, Q Luo, P Sander
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
Relational query coprocessing on graphics processors
B He, M Lu, K Yang, R Fang, NK Govindaraju, Q Luo, PV Sander
ACM Transactions on Database Systems (TODS) 34 (4), 1-39, 2009
NV-Tree: Reducing Consistency Cost for NVM-based Single Level Systems
J Yang, Q Wei, C Chen, C Wang, KL Yong, B He
Proceedings of the 13th USENIX Conference on File and Storage Technologies …, 2015
Medusa: Simplified graph processing on GPUs
J Zhong, B He
Parallel and Distributed Systems, IEEE Transactions on 25 (6), 1543 - 1552, 2013
Leen: Locality/fairness-aware key partitioning for mapreduce in the cloud
S Ibrahim, H Jin, L Lu, S Wu, B He, L Qi
Cloud Computing Technology and Science (CloudCom), 2010 IEEE Second …, 2010
Distributed systems meet economics: Pricing in the cloud
H Wang, Q Jing, R Chen, B He, Z Qian, L Zhou
Proceedings of the 2nd USENIX conference on Hot topics in cloud computing, 6-6, 2010
Tree indexing on solid state drives
Y Li, B He, RJ Yang, Q Luo, K Yi
Proceedings of the VLDB Endowment 3 (1-2), 1195-1206, 2010
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Z Wen, J Shi, B He, Q Li, J Chen
arxiv, 2017
Database compression on graphics processors
W Fang, B He, Q Luo
Proceedings of the VLDB Endowment 3 (1-2), 670-680, 2010
Efficient gather and scatter operations on graphics processors
B He, NK Govindaraju, Q Luo, B Smith
Proceedings of the 2007 ACM/IEEE conference on Supercomputing, 46, 2007
Practical federated gradient boosting decision trees
Q Li, Z Wen, B He
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4642-4649, 2020
Mars: Accelerating mapreduce with graphics processors
W Fang, B He, Q Luo, NK Govindaraju
IEEE Transactions on Parallel and Distributed Systems 22 (4), 608-620, 2010
Comet: batched stream processing for data intensive distributed computing
B He, M Yang, Z Guo, R Chen, B Su, W Lin, L Zhou
Proceedings of the 1st ACM symposium on Cloud computing, 63-74, 2010
Revisiting co-processing for hash joins on the coupled cpu-gpu architecture
J He, M Lu, B He
Proceedings of the VLDB Endowment 6 (10), 889-900, 2013
Kernelet: High-throughput GPU kernel executions with dynamic slicing and scheduling
J Zhong, B He
IEEE Transactions on Parallel and Distributed Systems 25 (6), 1522-1532, 2013
Towards pay-as-you-consume cloud computing
S Ibrahim, B He, H Jin
2011 IEEE International Conference on Services Computing, 370-377, 2011
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