A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce.
Guozheng WangYongmei LeiZeyu ZhangCunlu PengPublished in: Data Sci. Eng. (2023)
Keyphrases
- single pass
- computationally efficient
- learning algorithm
- optimal solution
- high accuracy
- optimization algorithm
- expectation maximization
- dynamic programming
- cost function
- search space
- preprocessing
- simulated annealing
- k means
- high efficiency
- experimental evaluation
- computational cost
- computational complexity
- decision trees
- packing problem
- globally optimal
- communication cost
- recognition algorithm
- convex optimization
- convergence rate
- matching algorithm
- three dimensional
- similarity measure
- objective function
- particle swarm optimization