作者
Zhizhong Liu, Quan Z Sheng, Xiaofei Xu, Dianhui Chu, Wei Emma Zhang
发表日期
2019/9/30
期刊
IEEE Transactions on Services Computing
卷号
15
期号
1
页码范围
400-413
出版商
IEEE
简介
Mobile edge computing (MEC) allows the use of its services with low latency, location awareness and mobility support to make up for the disadvantages of cloud computing, and has gained a considerable momentum recently. However, the dynamically changing quality of service (QoS) may result in failures of QoS-aware recommendation and composition of MEC services, which significantly degrades users’ satisfaction and negates the advantages of MEC. To address this issue, by considering user-related and service-related contextual factors and various MEC services scheduling scenarios, we propose two context-aware QoS prediction schemes for MEC services. The first scheme is designed for the situations when MEC services are scheduled in real-time, which contains two context-aware real-time QoS estimation methods. One method can estimate the real-time multi-QoS of MEC services and the other …
引用总数
20202021202220232024146215
学术搜索中的文章
Z Liu, QZ Sheng, X Xu, D Chu, WE Zhang - IEEE Transactions on Services Computing, 2019