Yongmei Lei

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 19

Top Topics

Cloud Computing Environment

Data Partitioning

Alternating Direction Method Of Multipliers

Top Venues

ISPA/BDCloud/SocialCom/SustainCom

Comput. Informatics

Int. J. Mach. Learn. Cybern.

Publications

Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng
2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Guozheng Wang, Yongmei Lei, Zeyu Zhang, Cunlu Peng
A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce. Data Sci. Eng. 8 (1) (2023)
Yongwen Qiu, Yongmei Lei, Guozheng Wang
PSRA-HGADMM: A Communication Efficient Distributed ADMM Algorithm. ICPP (2023)
Guozheng Wang, Yongmei Lei, Yongwen Qiu, Lingfei Lou, Yixin Li
Communication-efficient ADMM-based distributed algorithms for sparse training. Neurocomputing 550 (2023)
Zeyu Zhang, Yongmei Lei, Dongxia Wang, Guozheng Wang
Distributed ADMM Based on Sparse Computation and Allreduce Communication. ISPA/BDCloud/SocialCom/SustainCom (2022)
Qinnan Qiu, Yongmei Lei, Dongxia Wang, Guozheng Wang
An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm. ISPA/BDCloud/SocialCom/SustainCom (2021)
Dongxia Wang, Yongmei Lei, Jianhui Zhou
Hybrid MPI/OpenMP parallel asynchronous distributed alternating direction method of multipliers. Computing 103 (12) (2021)
Dongxia Wang, Yongmei Lei, Jinyang Xie, Guozheng Wang
HSAC-ALADMM: an asynchronous lazy ADMM algorithm based on hierarchical sparse allreduce communication. J. Supercomput. 77 (8) (2021)
Hailan Pan, Yongmei Lei, Shi Yin
K-means clustering algorithm for data distribution in cloud computing environment. Int. J. Grid Util. Comput. 12 (3) (2021)
Xin Huang, Guozheng Wang, Yongmei Lei
GR-ADMM: A Communication Efficient Algorithm Based on ADMM. ISPA/BDCloud/SocialCom/SustainCom (2021)
Jiawei Ji, Yongmei Lei, Shenghong Jiang
A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierarchical Structure. ICA3PP (1) (2020)
Dongxia Wang, Yongmei Lei
Asynchronous Distributed ADMM for Learning with Large-Scale and High-Dimensional Sparse Data Set. ADHIP (2) (2019)
Dongxia Wang, Yongmei Lei, Shenghong Jiang
Group-Based Asynchronous Distributed Alternating Direction Method of Multipliers in Multicore Cluster. Comput. Informatics 38 (4) (2019)
Jinyang Xie, Yongmei Lei
ADMMLIB: A Library of Communication-Efficient AD-ADMM for Distributed Machine Learning. NPC (2019)
Shenghong Jiang, Yongmei Lei, Shuqing Wang, Dongxia Wang
An Asynchronous ADMM Algorithm for Distributed Optimization with Dynamic Scheduling Strategy. HPCC/SmartCity/DSS (2019)
Jianhui Zhou, Yongmei Lei
Asynchronous Group-Based ADMM Algorithm under Efficient Communication Structure. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Hailan Pan, Yongmei Lei, Chen Jian
Research on digital image encryption algorithm based on double logistic chaotic map. EURASIP J. Image Video Process. 2018 (2018)
Shuqing Wang, Yongmei Lei
Fast Communication Structure for Asynchronous Distributed ADMM Under Unbalance Process Arrival Pattern. ICANN (1) (2018)
Ling Fang, Yongmei Lei
An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model. DASC/PiCom/DataCom/CyberSciTech (2016)
Xue Chen, Yongmei Lei
Analysis of MPICH Communication Interface and Optimization of Data Partitioning in Matrix Calculation. UIC/ATC/ScalCom (2015)
Tilong Qi, Yongmei Lei
The Parallel Implementation of Interval Global Optimization Algorithm and Its Application. CSE (2014)
Yuan Xue, Yongmei Lei
LRU-MRU with Physical Address Cache Replacement Algorithm on FPGA Application. CSE (2014)
Cheng Chen, Yongmei Lei
A New Reliable Hybrid Algorithm for Shortening the Expanding Range of Interval. GreenCom/iThings/CPScom (2013)
Hong Zhang, Yongmei Lei
BSP-Based Support Vector Regression Machine Parallel Framework. Int. J. Networked Distributed Comput. 1 (3) (2013)
Hong Zhang, Yongmei Lei
BSP-based support vector regression machine parallel framework. ICIS (2013)
Xuening Fan, Yongmei Lei, Ronggang Jia
Branch Strategy and Deletion Strategy Matching on Interval Global Optimization Algorithm. CIT (2012)
Ronggang Jia, Yongmei Lei, Gaozhao Chen, Xuening Fan
Parallel Predicting Algorithm Based on Support Vector Regression Machine. ACIS-ICIS (2012)
Jie Cui, Xue Chen, Yongmei Lei, Weimin Xu
Improving the Efficiency of Scheduling and Placement in FPGA by Small-world Model Based Genetic Algorithm. CIT (2010)
Jinshi Zhu, Yongmei Lei, Jianchen Shan
Parallel FMM Algorithm Based on Space Decomposition. GCC (2010)
Jie Yu, Xiangfeng Luo, Feiyue Ye, Yongmei Lei
Generation of Web Knowledge Flow for Personalized Services. ISPA (2009)
Yongmei Lei, Shaojun Chen
A Reliable Parallel Interval Global Optimization Algorithm Based on Mind Evolutionary Computation. ChinaGrid (2009)
Yongmei Lei, Huaikou Miao, Lijie Li
Research of a Grid-enabled Parallel Computational Model and Algorithm Implementation. ChinaGrid (2008)
Lijie Li, Yongmei Lei, Ying Zhang
A Novel Evolutionary Algorithm for Function Optimization Using MEC. CIS (2007)
Hongxia Cai, Tao Yu, Minglun Fang, Yongmei Lei
Security solution to manufacturing grid usage scenarios. CCGRID (2005)
Yongmei Lei, Weimin Xu, Bingqiang Wang
The System for Computing of Molecule Structure on the Computational Grid Environment. GCC (1) (2003)