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Enhancing Offloading Systems with Smart Decisions, Adaptive Monitoring, and Mobility Support

Paulo A. L. Rego, Fernando A. M. Trinta, Masum Z. Hasan, Jose N. de Souza
2019 Wireless Communications and Mobile Computing  
In this paper, we face three challenges for any offloading solution: the decision of when and where to perform offloading, the decision of which metrics must be monitored by the offloading system, and  ...  In addition, we present details of our offloading system and the experiments conducted to assess the proposed approaches.  ...  In previous works [14, 15] , we introduced a method-based multiplatform offloading system developed in our research group and a decision tree-based approach for assisting the offloading decision on MCC  ... 
doi:10.1155/2019/1975312 fatcat:v33ndbgehbgs5h23iupehncbga

An Optimal Task Scheduling Mechanism for Mobile Cloud Computing

Md. Erfan, Farhana Huq, Md. Shariful
2017 International Journal of Computer Applications  
In our experimentation, we have used an image processing application to validate the proposed system.  ...  Herein, the local execution time, maximum allowable time and communication latency information and scheduling a task based on the remote VM execution time and queuing time etc. information are served to  ...  For partitioning and delivering the tasks to the master cloud, we use the MpOS: A Multiplatform Offloading System [17] framework.  ... 
doi:10.5120/ijca2017915592 fatcat:ianu5qt2rrap3pm3udxdnqq2nm

Implementation analysis of IoT-based offloading frameworks on cloud/edge computing for sensor generated big data

Karan Bajaj, Bhisham Sharma, Raman Singh
2021 Complex & Intelligent Systems  
System (CoSMOS) frameworks.  ...  can play a crucial role.  ...  Offloading System MpOS framework) [57] Data input stage, First validation stage (stimulus awareness linear regression), Second validation stage (interaction awareness) and Offloading decision  ... 
doi:10.1007/s40747-021-00434-6 fatcat:q7itavmy6vhjrouldk4qbuuecu

Agent-Based System for Mobile Service Adaptation Using Online Machine Learning and Mobile Cloud Computing Paradigm

Piotr Nawrocki, Bartłomiej Śnieżyński, Jakub Kołodziej
2019 Computing and informatics  
The solution proposed utilizes agent-based concepts in order to create a system that operates in a heterogeneous environment.  ...  An important aspect of modern computer systems is their ability to adapt.  ...  In [20] , the authors propose the MpOS system (Multiplatform Offloading System), which allows offloading for mobile applications (Android/Windows Phone) using the MCC and cloudlet concepts.  ... 
doi:10.31577/cai_2019_4_790 fatcat:ornhj2bzabgybljwbnh7bp34ya