A Practical Algorithm Design and Evaluation for Heterogeneous Elastic Computing with Stragglers.
Nicholas WoolseyJörg KliewerRong-Rong ChenMingyue JiPublished in: GLOBECOM (2021)
Keyphrases
- experimental evaluation
- preprocessing
- improved algorithm
- high accuracy
- significant improvement
- objective function
- single pass
- k means
- hardware architecture
- np hard
- detection algorithm
- selection algorithm
- estimation algorithm
- linear programming
- simulated annealing
- design process
- worst case
- experimental study
- classification algorithm
- computational cost
- evaluation model
- user interface
- search space
- computational complexity
- reinforcement learning
- learning algorithm
- data sets
- neural network
- evaluation method
- elastic matching
- times faster
- path planning
- theoretical analysis
- particle swarm optimization
- motion estimation
- probabilistic model
- hidden markov models
- cost function
- optimal solution
- case study
- real world