Microservice Auto-Scaling Algorithm Based on Workload Prediction in Cloud-Edge Collaboration Environment.
Zijun PengBing TangWei XuQing YangEhsanullah HussainiYuqiang XiaoHaiyan LiPublished in: iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Keyphrases
- times faster
- learning algorithm
- experimental evaluation
- detection algorithm
- prediction algorithm
- high accuracy
- computational complexity
- significant improvement
- improved algorithm
- optimal solution
- preprocessing
- real time
- prediction error
- path planning
- optimization algorithm
- worst case
- computational cost
- dynamic programming
- np hard
- cost function
- objective function
- particle swarm optimization
- segmentation algorithm
- multiscale
- tree structure
- decision trees
- convergence rate
- recognition algorithm
- graph structure