학술논문

Dynamic Content and Failure Aware Task Offloading in Heterogeneous Mobile Cloud Networks
Document Type
Conference
Source
2019 International Conference on Advances in the Emerging Computing Technologies (AECT) Advances in the Emerging Computing Technologies (AECT), 2019 International Conference on. :1-6 Feb, 2020
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Task analysis
Cloud computing
Heuristic algorithms
Mobile handsets
Schedules
Servers
Mathematical model
MCC
Task Offloading
DCTOA
Task Scheduling
Workflow Application
Heterogeneous Cloud environment
FAA
Language
Abstract
This paper study the aware failure task offloading in the dynamic mobile cloud environment. Task offloading is a method which allows resource-constraint mobile devices offload compute-intensive tasks of application to the precious resource cloud computing. However, the content of the wireless network (e.g., bandwidth, signal and noise) often change; therefore, communication failure usually occurs. To deal with the dynamic content and failure of the network, we devise the Dynamic Content Aware Task Offloading Algorithm (DCTOA) and Failure Aware Algorithm (FAA) schemes. DCTOA adopts dynamic changes of the network contents, and performance evaluation shows that it outperforms existing static task offloading schemes.