Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.
Daliang XuQing LiMengwei XuKang HuangGang HuangShangguang WangXin JinYun MaXuanzhe LiuPublished in: ICSOC (1) (2023)
Keyphrases
- grid environment
- parallel processors
- highly dynamic
- list scheduling
- scheduling problem
- web services
- service oriented
- multiprocessor systems
- heterogeneous systems
- service providers
- service discovery
- loosely coupled
- scheduling algorithm
- parallel processing
- resource allocation
- communication delays
- bayesian networks
- heterogeneous computing
- utility computing
- edge information
- service composition
- end users
- edge detection
- information services
- inference process
- transparent access
- context aware
- parallel algorithm
- heterogeneous networks
- parallel machines
- service delivery
- resource utilization
- mobile services
- grid computing
- bayesian inference
- training process
- heterogeneous environments
- round robin
- weighted graph
- neural network
- multiscale
- image processing
- wireless broadcast
- metadata