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A unified hybrid memory system for scalable deep learning and big data applications Journal article
Rang, Wei, Liang, Huanghuang, Wang, Ye, Zhou, Xiaobo, Cheng, Dazhao. A unified hybrid memory system for scalable deep learning and big data applications[J]. Journal of Parallel and Distributed Computing, 2024, 186, 104820.
Authors:  Rang, Wei;  Liang, Huanghuang;  Wang, Ye;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.4 | Submit date：2024/05/02
Data Placement And Migration  Dnn Applications  Hybrid Memory System  Nvm  Unified Memory Management  
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways Journal article
Liang,Huanghuang, Sang,Qianlong, Hu,Chuang, Gong,Yili, Cheng,Dazhao, Zhou,Xiaobo, Wang,Yu. TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways[J]. IEEE Internet of Things Journal, 2023, 10(20), 18181 - 18197.
Authors:  Liang,Huanghuang;  Sang,Qianlong;  Hu,Chuang;  Gong,Yili;  Cheng,Dazhao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.2/9.0 | Submit date：2023/08/03
Fpga Offloading  Hardware Acceleration  Internet Of Things (Iot) Gateways  Network Functions (Nfs)  Video Analytics (Vas)  
DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning Journal article
Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang. DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning[J]. IEEE Transactions on Cloud Computing, 2023, 11(3), 3111-3125.
Authors:  Huanghuang Liang;  Qianlong Sang;  Chuang Hu;  Dazhao Cheng;  Xiaobo Zhou; et al.
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:5.3/4.6 | Submit date：2023/08/03
Cloud Computing  Computation Offloading  Deep Learning  Deep Neural Networks  Delays  Edge Computing  Inference Acceleration  Layer Partitioning  Neural Networks  Surgery  Throughput  Visual Analytics