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Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism Journal article
Xia, Yaqi, Zhang, Zheng, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Chen, Hongyang, Sang, Qianlong, Cheng, Dazhao. Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1904-1919.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Yang, Donglin;  Hu, Chuang;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Communication Balance  Distributed Training  Dynamic Gnn  Pipeline Parallelism  Redundancy-free  
Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing Journal article
Cai, Xinquan, Sang, Qianlong, Hu, Chuang, Gong, Yili, Suo, Kun, Zhou, Xiaobo, Cheng, Dazhao. Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing[J]. IEEE Transactions on Computers, 2024, 73(7), 1780-1794.
Authors:  Cai, Xinquan;  Sang, Qianlong;  Hu, Chuang;  Gong, Yili;  Suo, Kun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.6/3.2 | Submit date：2024/05/16
Serverless Computing  Cold Start  Priority  Prediction  Scheduling  In-memory Computing  Distributed Systems  
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]:9 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