Real-Time Offloading for Dependent and Parallel Tasks in Cloud-Edge Environments Using Deep Reinforcement Learning.
Xing ChenShengxi HuChujia YuZheyi ChenGeyong MinPublished in: IEEE Trans. Parallel Distributed Syst. (2024)
Keyphrases
- real time
- reinforcement learning
- multi agent environments
- robotic control
- unstructured environments
- transfer learning
- real world environments
- controlled environments
- multi threaded
- function approximation
- machine learning
- cell processor
- pc cluster
- multiple tasks
- virtual machine
- control system
- edge detection
- optimal policy
- human operators
- mobile robot
- high speed
- real environment
- graphics processing units
- autonomous robots
- cloud computing
- robotic systems
- parallel processing
- robot control
- learning process
- multi agent
- database systems
- image processing
- low cost
- distributed memory
- weighted graph
- dynamic environments
- markov decision processes