Open Access. Powered by Scholars. Published by Universities.®
Electrical and Computer Engineering
Operations Research and Engineering Management Theses and Dissertations
Articles 1 - 1 of 1
Full-Text Articles in Engineering
Resource Allocation And Task Scheduling Optimization In Cloud-Based Content Delivery Networks With Edge Computing, Yang Peng
Operations Research and Engineering Management Theses and Dissertations
The extensive growth in adoption of mobile devices pushes global Internet protocol (IP) traffic to grow and content delivery network (CDN) will carry 72 percent of total Internet traffic by 2022, up from 56 percent in 2017. In this praxis, Interconnected Cache Edge (ICE) based on different public cloud infrastructures with multiple edge computing sites is considered to help CDN service providers (SPs) to maximize their operational profit. The problem of resource allocation and performance optimization is studied in order to maximize the cache hit ratio with available CDN capacity.
The considered problem is formulated as a multi-stage stochastic linear …