Title | Scheduling Real Tim Security Aware Tasks in Fog Networks |
Publication Type | Conference Paper |
Year of Publication | 2021 |
Authors | Singh, Anil, Auluck, Nitin, Rana, Omer, Nepal, Surya |
Conference Name | 2021 IEEE World Congress on Services (SERVICES) |
Date Published | sep |
Keywords | Computer architecture, Data analysis, delays, Fog Computing, pubcrawl, Real-time Systems, resilience, Resiliency, Scalability, Scheduling algorithms, security, Time factors |
Abstract | Fog computing extends the capability of cloud services to support latency sensitive applications. Adding fog computing nodes in proximity to a data generation/ actuation source can support data analysis tasks that have stringent deadline constraints. We introduce a real time, security-aware scheduling algorithm that can execute over a fog environment [1 , 2] . The applications we consider comprise of: (i) interactive applications which are less compute intensive, but require faster response time; (ii) computationally intensive batch applications which can tolerate some delay in execution. From a security perspective, applications are divided into three categories: public, private and semi-private which must be hosted over trusted, semi-trusted and untrusted resources. We propose the architecture and implementation of a distributed orchestrator for fog computing, able to combine task requirements (both performance and security) and resource properties. |
DOI | 10.1109/SERVICES51467.2021.00017 |
Citation Key | singh_scheduling_2021 |