Energy-Efficient Data Aggregation Through the Collaboration of Cloud and Edge Computing in Internet of Thing’s Networks

Du, Xinxin; Zhou, Zhangbing; Zhang, Yuqing

doi:10.1016/j.procs.2020.06.085

Cited by 7 publications

(3 citation statements)

References 11 publications

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“…In Equation ( 8), the dependable variables for the computation of energy are transmittance energy, E TX , receiving energy, E RX , aggregation energy, E agg , and amplification energy, E amp [60]. Figure 7 showcases that this scheme offers reduced energy consumption compared to other models observed over the entire iteration.…”

Section: Analysis Of Energy Consumptionmentioning

confidence: 99%

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SGM: Strategic Game Model for Resisting Node Misbehaviour in IoT-Cloud Ecosystem

et al. 2022

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This paper introduces a computational strategic game model capable of mitigating the adversarial impact of node misbehaviour in large-scale Internet of Things (IoT) deployments. This security model’s central concept is to preclude the participation of misbehaving nodes during the routing process within the ad hoc environment of mobile IoT nodes. The core of the design is a simplified mathematical algorithm that can strategically compute payoff embrace moves to maximise gain. At the same time, a unique role is given to a node for restoring resources during communication or security operations. Adopting an analytical research methodology, the proposed model uses public and private cloud systems for integrating quality service delivery with secure agreements using a Global Trust Controller and core node selection controller to select an intermediate node for data propagation. The initiation of the game model is carried out by identifying mobile node role followed by choosing an optimal payoff for a normal IoT node. Finally, the model leads to an increment of gain for selecting the regular IoT node for routing. The findings of the evaluation indicate that the proposed scheme offers 36% greater accuracy, 25% less energy, 11% faster response time, and 27% lower cost than the prevalent game-based models currently used to solve security issues. The value added by the proposed study is the simplified game model which balances both security demands and communication demands.

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Section: Analysis Of Energy Consumptionmentioning

confidence: 99%

“…For this purpose, the mobile nodes are assigned with an initial energy of 10 J, while they will consume 50 nJ for forwarding 1 bit of data. This condition is based on the first-order radio energy model [60]. The mathematical expression used for computing total energy, E T , consumption is written in Equation ( 8):…”

Section: Analysis Of Energy Consumptionmentioning

confidence: 99%

SGM: Strategic Game Model for Resisting Node Misbehaviour in IoT-Cloud Ecosystem

et al. 2022

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“…The preprocessing of data by edge computing is equivalent to the unconditioned reflex of nerve endings to external stimuli. The analysis and mining of data by cloud computing are equivalent to the brain's memory and logical processing function [19]. Figure 6 shows the difference between cloud computing and edge computing.…”

Section: Edge Computing Features and Application Scenariosmentioning

confidence: 99%

The Impact of Sports Event Branding Using Edge Computing on Urban Marketing under the Background of Internet of Things

Nie

Feng

2022

Wireless Communications and Mobile Computing

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The purpose is to explore the impact of sports event branding on urban marketing. Under the Internet of Things (IoT) background, the impact of sports events on the economy and culture of the host city is explored based on the idea of edge computing. In addition, the economic and cultural impact of the current highest level sports event—the Olympic Games—on the host country is also analyzed. The results show that the more large-scale events are held, the more they can promote the development of the high-end market of urban tourism. The hosting of the Beijing Olympic Games brought Beijing $3.127 billion in revenue and great changes in humanities, ecology, living environment, and other aspects. The higher the gross domestic product (GDP) of a domestic city is, the more events will be held in this city, and the two are positively correlated. Domestic competition resources are concentrated in these cities with strong economic strength. The total number of events held by the top 10 cities in GDP accounts for 64.1% of the top 30 cities. Geographically, among the cities that have hosted sports events, there are 89 cities in the east, with a total number of 1676 events, accounting for 64% of the national events, far exceeding the central and western cities, and even far exceeding the sum of the latter two. Therefore, it can be said that the holding of sports events reflects the comprehensive strength of a city and improves the city’s exposure and popularity. The exploration provides a certain reference value for cities to enhance their influence with the help of events.

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Compressed Data Aggregation Using Regulated Duty Cycle for WSN-IOT Networks

Gupta,

Gulati,

Bindal

et al. 2023

Lecture Notes in Networks and Systems

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Energy-Efficient Data Aggregation Through the Collaboration of Cloud and Edge Computing in Internet of Thing’s Networks

Cited by 7 publications

References 11 publications

SGM: Strategic Game Model for Resisting Node Misbehaviour in IoT-Cloud Ecosystem

SGM: Strategic Game Model for Resisting Node Misbehaviour in IoT-Cloud Ecosystem

The Impact of Sports Event Branding Using Edge Computing on Urban Marketing under the Background of Internet of Things

Compressed Data Aggregation Using Regulated Duty Cycle for WSN-IOT Networks

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