Age-aware Scheduling for Asynchronous Arriving Jobs in Edge Applications

被引:0
作者
Zhong, Jing [1 ]
Zhang, Wuyang [1 ]
Yates, Roy D. [1 ]
Garnaev, Andrey [1 ]
Zhang, Yanyong [1 ,2 ]
机构
[1] Rutgers State Univ, WINLAB, New Brunswick, NJ 08901 USA
[2] USTC, Hefei, Peoples R China
来源
IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM 2019 WKSHPS) | 2019年
关键词
D O I
10.1109/infcomw.2019.8845223
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Age of information has been proposed recently to measure information freshness, especially for a class of real-time video applications. These applications often demand timely updates with edge cloud computing to guarantee the user experience. However, the edge cloud is usually equipped with limited computation and network resources and therefore, resource contention among different video streams can contribute to making the updates stale. Aiming to minimize a penalty function of the weighted sum of the average age over multiple end users, this paper presents a greedy traffic scheduling policy for the processor to choose the next processing request with the maximum immediate penalty reduction. In this work, we formulate the service process when requests from multiple users arrive at edge cloud servers asynchronously and show that the proposed greedy scheduling algorithm is the optimal work-conserving policy for a class of age penalty functions.
引用
收藏
页码:674 / 679
页数:6
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