Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

An Efficient Data-Balancing Cyber-Physical System Paradigm for Quality-of-Service (QoS) Provision over Fog Computing

View through CrossRef
Cyber-physical systems (CPSs) have greatly contributed to many applications. A CPS is capable of integrating physical and computational capabilities to interact with individuals through various new modalities. However, there is a need for such a paradigm to focus on the human central nervous system to provide faster data access. This paper introduces the CPS paradigm that consists of CPS enabled human brain monitoring (CPS-HBM) and efficient data-balancing for CPS (EDB-CPS). The CPS-HBM provides architectural support to make an efficient and secure transfer and storage of the sensed data over fog cloud computing. The CPS-HBM consists of four components: physical domain and data processing (PDDP), brain sensor network (BSN), Service-oriented architecture (SOA), and data management domain (DMD). The EDB-CPS module aims to balance data flow for obtaining better throughput and lower hop-to-hop delay. The EDB-CPS accomplishes the goal by employing three processes: A node advertisement (NA), A node selection and recruitment (NSR), and optimal distance determination with mid-point (ODDMP). The processes of the EDB-CPS are performed on the PDDP of the CPS-HBM module. Thus, to determine the validity of EDB-CPS, the paradigm was programmed with C++ and implemented on a network simulator-3 (NS3). Finally, the performance of the proposed EDB-CPS was compared with state-of-the-art methods in terms of hop-to-hop delay and throughput. The proposed EDB-CPS produced better throughput between 443.2–445.2 KB/s and 0.05–0.078 ms hop-to-hop delay.
Title: An Efficient Data-Balancing Cyber-Physical System Paradigm for Quality-of-Service (QoS) Provision over Fog Computing
Description:
Cyber-physical systems (CPSs) have greatly contributed to many applications.
A CPS is capable of integrating physical and computational capabilities to interact with individuals through various new modalities.
However, there is a need for such a paradigm to focus on the human central nervous system to provide faster data access.
This paper introduces the CPS paradigm that consists of CPS enabled human brain monitoring (CPS-HBM) and efficient data-balancing for CPS (EDB-CPS).
The CPS-HBM provides architectural support to make an efficient and secure transfer and storage of the sensed data over fog cloud computing.
The CPS-HBM consists of four components: physical domain and data processing (PDDP), brain sensor network (BSN), Service-oriented architecture (SOA), and data management domain (DMD).
The EDB-CPS module aims to balance data flow for obtaining better throughput and lower hop-to-hop delay.
The EDB-CPS accomplishes the goal by employing three processes: A node advertisement (NA), A node selection and recruitment (NSR), and optimal distance determination with mid-point (ODDMP).
The processes of the EDB-CPS are performed on the PDDP of the CPS-HBM module.
Thus, to determine the validity of EDB-CPS, the paradigm was programmed with C++ and implemented on a network simulator-3 (NS3).
Finally, the performance of the proposed EDB-CPS was compared with state-of-the-art methods in terms of hop-to-hop delay and throughput.
The proposed EDB-CPS produced better throughput between 443.
2–445.
2 KB/s and 0.
05–0.
078 ms hop-to-hop delay.

Related Results

Leveraging Integrated Water Vapor derived from GPS for fog detection and fog characteristics analysis
Leveraging Integrated Water Vapor derived from GPS for fog detection and fog characteristics analysis
This study characterizes the physical processes involved in fog formation through an analysis of Integrated Water Vapor (IWV) measured via GPS, combined with in situ meteorological...
Interannual Variability of Wintertime Fog over a Rapidly Urbanising City in the Indo-Gangetic Plains
Interannual Variability of Wintertime Fog over a Rapidly Urbanising City in the Indo-Gangetic Plains
Wintertime fog over the Indo-Gangetic Plains (IGP) exhibits large variability in frequency, duration, and intensity, with significant implications for transportation, air quality, ...
Life-cycle analysis of fog types in the Inn Valley, Austria
Life-cycle analysis of fog types in the Inn Valley, Austria
Fog and low stratus are a widespread phenomena worldwide, influencing the climate system and human activities. They reflect sunlight, reducing incoming solar radiation, yet also tr...
Load Balancing at Fog Nodes using Scheduling Algorithms
Load Balancing at Fog Nodes using Scheduling Algorithms
Cloud Computing proves to be most predominant innovative field in the area of Information technology. Cloud is best suited for small scale to large scale businesses and personal pu...
A Comprehensive Study of Caching Effects on Fog Computing Performance
A Comprehensive Study of Caching Effects on Fog Computing Performance
The rapid advancement in the Internet of things applications generates a considerable amount of data and requires additional computing power. These are serious challenges that dire...
Dense Fog Burst Reinforcement over Eastern China
Dense Fog Burst Reinforcement over Eastern China
<p>Fog can be hazardous weather. Dense and polluted fog is especially known to impact transportation, air quality, and public health. Low visibilities on fog days thr...
Fog as a Hydrologic Input
Fog as a Hydrologic Input
AbstractThis article reviews the hydrologic importance of fog in its various forms. Meteorologically, fog is defined as a ground‐touching cloud with a visibility in the horizontal ...
Atmospheric water collection across diverse climates along the Chilean coast: unraveling synoptic to local drivers of fog harvesting
Atmospheric water collection across diverse climates along the Chilean coast: unraveling synoptic to local drivers of fog harvesting
The 3000 km long coast of Chile, characterized by a steep mountain range, interacts almost everywhere with the Southeast Pacific stratocumulus (Sc) low clouds deck, producing narro...

Back to Top