Security and Cost Aware Scheduling of Real-Time IoT Workflows in a Mist Computing Environment

被引:10
作者
Stavrinides, Georgios L. [1 ]
Karatza, Helen D. [1 ]
机构
[1] Aristotle Univ Thessaloniki, Dept Informat, Thessaloniki, Greece
来源
2021 INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD, FICLOUD 2021 | 2021年
关键词
performance evaluation; workflow scheduling; mist computing; fog computing; cloud computing; security; SYSTEMS; FOG;
D O I
10.1109/FiCloud49777.2021.00013
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a security and cost aware scheduling heuristic for real-time workflow jobs that process Internet of Things (IoT) data with various security requirements. The environment under study is a four-tier architecture, consisting of IoT, mist, fog and cloud layers. The resources in the mist, fog and cloud tiers are considered to be heterogeneous. The proposed scheduling approach is compared to a baseline strategy, which is security aware, but not cost aware. The performance evaluation of both heuristics is conducted via simulation, under different values of security level probabilities for the initial IoT input data of the entry tasks of the workflow jobs.
引用
收藏
页码:34 / 41
页数:8
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