2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce.
Guozheng WangYongmei LeiZeyu ZhangCunlu PengPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- preprocessing
- computational complexity
- pruning strategy
- single pass
- lightweight
- communication overhead
- probabilistic model
- search space
- similarity measure
- distributed environment
- detection algorithm
- computationally efficient
- worst case
- dynamic programming
- k means
- learning algorithm
- np hard
- high efficiency
- bayesian framework
- image processing
- multi agent
- three dimensional
- optimal solution
- packing problem
- communication cost
- convergence rate
- hierarchical clustering
- computer networks
- parallel algorithm
- cost function
- optimization algorithm
- segmentation algorithm
- expectation maximization