Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Energy Efficient Fog based Healthcare Monitoring Infrastructure   Recent advances in mobile technologies and cloud computing services have
inspired the development of cloud-based real-time health monitoring systems.
However, the transfer of health-related data to the cloud contributes to the
burden on the networking infrastructures, leading to high latency and increased
power consumption. Fog computing is introduced to relieve this burden by
bringing services to the users proximity. This study proposes a new fog
computing architecture for health monitoring applications based on a Gigabit
Passive Optical Network (GPON) access network. An Energy-Efficient Fog
Computing (EEFC) model is developed using Mixed Integer Linear Programming
(MILP) to optimize the number and location of fog devices at the network edge
to process and analyze the health data for energy-efficient fog computing. The
performance of the EEFC model at low data rates and high data rates health
applications is studied. The outcome of the study reveals that a total energy
saving of 36% and 52% are attained via processing and analysis the health data
at the fog in comparison to conventional processing and analysis at the central
cloud for low data rate application and high data rate application,
respectively. We also developed a real-time heuristic; Energy Optimized Fog
Computing (EOFC) heuristic, with energy consumption performance approaching the
EEFC model. Furthermore, we examined the energy efficiency improvements under
different scenarios of devices idle power consumption and traffic volume.

13
The categories of this paper are: quant-ph
31
The categories of this paper are: ao-sci
20
The categories of this paper are: acc-phys
32
The categories of this paper are: atom-ph
17
The categories of this paper are: q-fin
9
The categories of this paper are: nlin
7
The categories of this paper are: hep-th
24
The categories of this paper are: dg-ga
15
The categories of this paper are: nucl-ex
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The categories of this paper are: stat
0
The categories of this paper are: hep-ph
37
The categories of this paper are: supr-con
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The categories of this paper are: bayes-an
35
The categories of this paper are: mtrl-th
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The categories of this paper are: nucl-th
29
The categories of this paper are: funct-an