Optimal Sharding for Dynamic Throughput Optimization in Blockchain Systems with Deep Reinforcement Learning.
Bingbing YaoJianxiong WanShan JaffryLeixiao LiZhiqiang MaChuyi LiuPublished in: SMC (2023)
Keyphrases
- reinforcement learning
- optimal design
- optimal solution
- response time
- optimization algorithm
- intelligent systems
- neural network
- complex systems
- finding optimal
- optimal control
- function approximation
- global optimization
- distributed systems
- management system
- dynamic programming
- lower bound
- machine learning
- computer systems
- particle swarm optimization
- retrieval systems
- worst case
- constrained optimization