Resource allocation mechanism of human-centered perception network based on combined auction

A technology of perception network and resource allocation, applied in the field of resource allocation mechanism of human-centered perception network based on combined auction, can solve the problems of rationality and authenticity not taken into account, achieve efficient allocation mechanism and pricing scheme, improve market effect of benefit

Inactive Publication Date: 2018-06-19
NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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AI Technical Summary

Problems solved by technology

At present, many mechanisms do not take into account personal rationality and authenticity

Method used

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  • Resource allocation mechanism of human-centered perception network based on combined auction
  • Resource allocation mechanism of human-centered perception network based on combined auction
  • Resource allocation mechanism of human-centered perception network based on combined auction

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Embodiment Construction

[0043] The invention discloses a resource allocation mechanism for a combined auction of multiple users of a single operator in which cloud service providers participate in market competition as a business entity under a human-centered perception network, so as to maximize social welfare and market benefits. The resources in this mechanism are services that are closely related to privacy levels generated by operators through analysis of raw data. We classify services with different functions according to privacy levels and divide them into different levels for users to choose services with appropriate functions and levels. Different from the current market which only considers the combination of two different functional services, this invention considers multiple functions and multiple levels of services, which is more in line with the requirements of market development, and builds a combined auction mechanism for single operator and multiple users, which is more flexible and ef...

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Abstract

The invention discloses a resource allocation mechanism of a human-centered perception network based on a combined auction. A cloud service provider participates in market competition as a commercialentity, and a single-operator multi-user combined auction resource allocation mechanism is used for maximizing social welfare and market benefits. The resources in the mechanism are services closely related to privacy levels and generated by an operator by analyzing the original data. The services of different functions are classified according to the privacy levels and divided into different levels for a user to select the services with the appropriate levels and functions. Different from current markets, only two different function services are considered to be combined, the mechanism considers the services with multiple functions and multiple levels, is more in line with market development requirements, constructs the single-operator multi-user combined auction mechanism, and is more flexible and efficient in resource assigning. A VCG-like pricing scheme and a competitive auction model are used for dynamic allocation, and the high efficiency of distribution is achieved.

Description

technical field [0001] The invention belongs to the technical field of perceptual network resource allocation design, and specifically relates to a resource allocation mechanism of a human-centered perceptual network based on combined auctions, which is mainly used to construct resources for flexible and dynamic service resource allocation between a single service provider and multiple users Allocate the market to ensure high-quality market benefits and loads, so as to solve the flexible, dynamic and economical problems of service resource allocation. Background technique [0002] In recent years, with the emergence of sensory networks, such as mobile crowd sensing applications and Internet of Things applications, they provide a platform for people to share thoughts, surrounding events, and other sensory data. These collected data can be used to analyze and generate human-centered services for consumers, and sensory network technology can bring many benefits to people, such ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06Q10/06G06Q30/08
CPCG06F9/5027G06Q10/06315G06Q30/08
Inventor 李姗朱琨王然
Owner NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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