1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.DC2017
Asynchronous COMID: the theoretic basis for transmitted data sparsification tricks on Parameter Server
Daning Cheng, Shigang Li, Yunquan Zhang
Asynchronous FTRL-proximal and L2 norm done at server are two widely used tricks in Parameters Server which is an implement of delayed SGD. Their commonness is leaving parts of upd…
cs.LG2017★ 1 cited
Weighted parallel SGD for distributed unbalanced-workload training system
Cheng Daning, Li Shigang, Zhang Yunquan
Stochastic gradient descent (SGD) is a popular stochastic optimization method in machine learning. Traditional parallel SGD algorithms, e.g., SimuParallel SGD, often require all no…
cs.DC2015
The Research and Optimization of Parallel Finite Element Algorithm based on MiniFE
Meng Wu, Can Yang, Taoran Xiang +1
Finite element method (FEM) is one of the most important numerical methods in modern engineering design and analysis. Since traditional serial FEM is difficult to solve large FE pr…