Jiawei Fei

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Avoid Overfitting

Top Venues

HPCC/SmartCity/DSS

Publications

Tongzhou Gu, Jiawei Fei, Marco Canini
OmNICCL: Zero-cost Sparse AllReduce with Direct Cache Access and SmartNICs. NAIC (2024)
Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis
SLAMB: Accelerated Large Batch Training with Sparse Communication. ICML (2023)
Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. ICCD (2022)
Shengyin Zang, Jiawei Fei, Xiaodong Ren, Yan Wang, Zhuang Cao, Jiagui Wu
A Smartnic-Based Secure Aggregation Scheme for Federated Learning. ICCEIC (2022)
Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches. NSDI (2022)
Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang
BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays. CoRR (2022)
Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei
MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications. HPCC/DSS/SmartCity/DependSys (2022)
Yuhang Li, Mei Wen, Jiawei Fei, Junzhong Shen, Yasong Cao
TILE-SIM: A Systematic Approach to Systolic Array-based Accelerator Evaluation. ISPASS (2022)
Minjin Tang, Mei Wen, Yasong Cao, Junzhong Shen, Jianchao Yang, Jiawei Fei, Yang Guo, Sheng Liu
Mentha: Enabling Sparse-Packing Computation on Systolic Arrays. ICPP (2022)
Jiawei Fei, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Amedeo Sapio
Efficient sparse collective communication and its application to accelerate distributed deep learning. SIGCOMM (2021)
Yifan Yuan, Omar Alama, Amedeo Sapio, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Marco Canini, Nam Sung Kim
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches. CoRR (2021)
Sijiang Fan, Jiawei Fei, Xiao-Wei Guo, Canqun Yang, Alistair Revell
CNN+LSTM Accelerated Turbulent Flow Simulation with Link-Wise Artificial Compressibility Method. ICPP (2021)
Yang Shi, Jiawei Fei, Mei Wen, Chunyuan Zhang
KVSwitch: An In-network Load Balancer for Key-Value Stores. ISCC (2019)
Yang Shi, Jiawei Fei, Mei Wen, Chunyuan Zhang
Application-Oriented Network Scheduling With Metaflow. IEEE Access 7 (2019)
Jiawei Fei, Yang Shi, Qun Huang, Mei Wen
Metaflow: A DAG-Based Network Abstraction for Distributed Applications. CoRR (2019)
Jiawei Fei, Yang Shi, Mei Wen, Chunyuan Zhang
SACC: Configuring Application-Level Cache Intelligently for In-Memory Database Based on Long Short-Term Memory. HPCC/SmartCity/DSS (2019)
Yang Shi, Jiawei Fei, Mei Wen, Qun Huang, Nan Wu
Metaflow: A Better Traffic Abstraction for Distributed Applications. HPCC/SmartCity/DSS (2019)
Sijiang Fan, Jiawei Fei, Li Shen
Accelerating Deep Learning with a Parallel Mechanism Using CPU + MIC. Int. J. Parallel Program. 46 (4) (2018)
Sijiang Fan, Shiqing Zhang, Ximing He, Jiawei Fei, Li Shen, Zhiying Wang
Parallel Computing in DNNs Using CPU and MIC. ISPA/IUCC (2017)
Feng Yao, Yiping Yao, Sirui Bao, Dong Meng, Jiawei Fei, Tianlin Li
Performance Exploration for high Performance Simulation in Lightweight-Virtualization-Based Cloud. ISCID (2) (2017)
Jiawei Fei, Yiping Yao, Feng Zhu
A Model Description Transformation Tool: From Platform-Specific to Platform-Independent. ICMSS (2017)
Sijiang Fan, Jiawei Fei, Ximing He, Li Shen, Zhiying Wang
OTR: A Fine-Grained Dynamic Power Scaling Pipeline Based on Trace. ISPA/IUCC (2017)
Lufan Li, Zhang Jun, Jiawei Fei, Shuohao Li
An incremental face recognition system based on deep learning. MVA (2017)
Yingqian Bao, Qingjun Qu, Yiping Yao, Jiawei Fei, Miao Zhang
A Reusable Behavior Modeling Method Based on Atom Action and Atom Condition. SimuTools (2017)
Jiawei Fei, Yiping Yao, Jing Luan, Lufan Li, Yingqian Bao
A Fine-grained Parallel Approach for one Logical Process on Multi-core Machines. SimuTools (2017)