Darly: Deep Reinforcement Learning for QoS-aware scheduling under resource heterogeneity Optimizing serverless video analytics.
Dimitrios GiagkosAchilleas TzenetopoulosDimosthenis MasourosDimitrios SoudrisSotirios XydisPublished in: CLOUD (2023)
Keyphrases
- qos aware
- video analytics
- reinforcement learning
- service composition
- quality of service
- distributed query processing
- web services
- web service composition
- service level agreements
- video analysis
- resource management
- service selection
- computer vision
- qos requirements
- resource allocation
- state space
- service oriented
- service level
- mobility management
- response time
- petri net
- video data
- public space
- e learning
- metadata
- business processes
- distributed database systems
- business process