Jiawei Fei

According to our database, Jiawei Fei authored at least 23 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

OmNICCL: Zero-cost Sparse AllReduce with Direct Cache Access and SmartNICs.

Tongzhou Gu, Jiawei Fei, Marco Canini

Proceedings of the 2024 SIGCOMM Workshop on Networks for AI Computing, 2024

2023

SLAMB: Accelerated Large Batch Training with Sparse Communication.

Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis

Proceedings of the International Conference on Machine Learning, 2023

2022

Unlocking the Power of Inline Floating-Point Operations on Programmable Switches.

Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

TILE-SIM: A Systematic Approach to Systolic Array-based Accelerator Evaluation.

Yuhang Li, Mei Wen, Jiawei Fei, Junzhong Shen, Yasong Cao

Proceedings of the International IEEE Symposium on Performance Analysis of Systems and Software, 2022

Mentha: Enabling Sparse-Packing Computation on Systolic Arrays.

Minjin Tang, Mei Wen, Yasong Cao, Junzhong Shen, Jianchao Yang, Jiawei Fei, Yang Guo, Sheng Liu

Proceedings of the 51st International Conference on Parallel Processing, 2022

A Smartnic-Based Secure Aggregation Scheme for Federated Learning.

Shengyin Zang, Jiawei Fei, Xiaodong Ren, Yan Wang, Zhuang Cao, Jiagui Wu

Proceedings of the 3rd International Conference on Computer Engineering and Intelligent Control Virtual Event, 2022

BP-Im2col: Implicit Im2col Supporting AI Backpropagation on Systolic Arrays.

Jianchao Yang, Mei Wen, Junzhong Shen, Yasong Cao, Minjin Tang, Renyu Yang, Jiawei Fei, Chunyuan Zhang

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

MZ Core: An Enhanced Matrix Acceleration Engine for HPC/ AI Applications.

Yasong Cao, Mei Wen, Junzhong Shen, Sheng Liu, Zhi Wang, Minjin Tang, Yahao Fang, Jianchao Yang, Renyu Yang, Yuhan Kang, Jiawei Fei

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Efficient sparse collective communication and its application to accelerate distributed deep learning.

Jiawei Fei, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Amedeo Sapio

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

CNN+LSTM Accelerated Turbulent Flow Simulation with Link-Wise Artificial Compressibility Method.

Sijiang Fan, Jiawei Fei, Xiaowei Guo, Canqun Yang, Alistair Revell

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2019

Metaflow: A DAG-Based Network Abstraction for Distributed Applications.

Jiawei Fei, Yang Shi, Qun Huang, Mei Wen

CoRR, 2019

Application-Oriented Network Scheduling With Metaflow.

Yang Shi, Jiawei Fei, Mei Wen, Chunyuan Zhang

IEEE Access, 2019

KVSwitch: An In-network Load Balancer for Key-Value Stores.

Yang Shi, Jiawei Fei, Mei Wen, Chunyuan Zhang

Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Metaflow: A Better Traffic Abstraction for Distributed Applications.

Yang Shi, Jiawei Fei, Mei Wen, Qun Huang, Nan Wu

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

SACC: Configuring Application-Level Cache Intelligently for In-Memory Database Based on Long Short-Term Memory.

Jiawei Fei, Yang Shi, Mei Wen, Chunyuan Zhang

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

Accelerating Deep Learning with a Parallel Mechanism Using CPU + MIC.

Sijiang Fan, Jiawei Fei, Li Shen

Int. J. Parallel Program., 2018

2017

A Fine-grained Parallel Approach for one Logical Process on Multi-core Machines.

Jiawei Fei, Yiping Yao, Jing Luan, Lufan Li, Yingqian Bao

Proceedings of the 10th EAI International Conference on Simulation Tools and Techniques, 2017

A Reusable Behavior Modeling Method Based on Atom Action and Atom Condition.

Yingqian Bao, Qingjun Qu, Yiping Yao, Jiawei Fei, Miao Zhang

Proceedings of the 10th EAI International Conference on Simulation Tools and Techniques, 2017

An incremental face recognition system based on deep learning.

Lufan Li, Jun Zhang, Jiawei Fei, Shuohao Li

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Parallel Computing in DNNs Using CPU and MIC.

Sijiang Fan, Shiqing Zhang, Ximing He, Jiawei Fei, Li Shen, Zhiying Wang

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

OTR: A Fine-Grained Dynamic Power Scaling Pipeline Based on Trace.

Sijiang Fan, Jiawei Fei, Ximing He, Li Shen, Zhiying Wang

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Performance Exploration for high Performance Simulation in Lightweight-Virtualization-Based Cloud.

Feng Yao, Yiping Yao, Sirui Bao, Dong Meng, Jiawei Fei, Tianlin Li

Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

A Model Description Transformation Tool: From Platform-Specific to Platform-Independent.

Jiawei Fei, Yiping Yao, Feng Zhu

Proceedings of the 2017 International Conference on Management Engineering, 2017