Analysis of the response time characteristics of the fog computing enabled real-time mobile applications

Fog computing brings computing infrastructure to the edge of the network. This enables resource-greedy real-time mobile applications by offloading them to the fog, which provides enough computing resources and reduces the response time in comparison with cloud computing-based solutions. In the paper, we analyze the two-parameter offloading mechanism that takes into account both the computing complexity and the data size to be transferred in case of offloading. We derive the cumulative distribution function of the response time in terms of Laplace-Stieltjes Transform. It is used for the analysis of the probability that the response time exceeds a predefined threshold, which is specified based on the type of application. © Springer Nature Switzerland AG 2020.

Authors
Sopin E. 1, 2 , Nikita Z. 1 , Ageev K. 1 , Shorgin S. 2
Journal
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Language
English
Pages
99-109
Status
Published
DOI
10.1007/978-3-030-65726-0_9
Volume
12525 LNCS
Year
2020
Organizations
  • 1 Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, Moscow, 117198, Russian Federation
  • 2 Institute of Informatics Problems, FRC CSC RAS, Vavilova 44-2, Moscow, 119333, Russian Federation
Keywords
Computing offloading; Fog computing; Laplace-Stieltjes transform; Response time
Date of creation
20.04.2021
Date of change
20.04.2021
Short link
https://repository.rudn.ru/en/records/article/record/71802/
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