Resource-sharing among autonomous agents

Serv. Oriented Comput. Appl.(2018)

引用 3|浏览1
暂无评分
摘要
We study a scenario for cloud services based on autonomous resource management agents in situations of competition for limited resources. In the scenario, autonomous agents make independent decisions on resource consumption in a competitive environment. Altruistic and selfish strategies for agent behaviour are simulated and compared with respect to whether they lead to successful resource management in the overall system, and how much information exchange is needed among the agents for the strategies to work. Our results imply that local agent information could be sufficient for global optimisation. Also, the selfish strategy proved stable compared to uninformed altruistic behaviour.
更多
查看译文
关键词
Self-organisation,Resource management,Autonomic computing,Distributed agents,Resource-sharing
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要