Enhancing Mobile Applications Performance using Serverless Computing

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Research areas:
Year:
2020
Type of Publication:
Article
Keywords:
Mobile Cloud Computing, Serverless Computing, Health Care, Offloading
Authors:
Gehan A. El-Wahab; Hazem M. El-Bakry; Haitham A. El-Ghareeb
Journal:
IJAIM
Volume:
9
Number:
2
Pages:
51-63
Month:
September
ISSN:
2320-5121
Abstract:
Recently Mobile cloud computing act as an ideal solution that integrates cloud computing and mobile device’s capabilities to extend battery life and increase application performance. Current algorithms offload tasks to remote servers by implementing different frameworks but such frameworks had a lot of limitations like Heterogeneous Cloud Platforms, there is no solution provided on how Exploits resources elasticity in the clouds yet, the need to enable parallelization in executing functions. Serverless computing act as a new cloud service known as Function-as-a-Service has been presented as a way to additionally cost efficiencies, Reduce developer efforts by immediately provisioning suitable execution environment for raising application’s ability to speed up, flexibility scaling in the cloud as demand. Our proposed solution introduced an integrated and enhanced framework, through a dynamic offloading algorithm that offloads only sensitive functions to serverless computing instead of cloud computing centers so it can enable parallelization in executing functions save energy consumption and reducing latency.
Full text: IJAIM_628_FINAL.pdf

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