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Crowd-Funding: A New Resource Cooperation Mode for Mobile Cloud Computing.

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  • 1School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China.

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Summary
This summary is machine-generated.

Mobile cloud computing leverages device resources for 5G networks. The proposed "Crowd-funding" model enables resource cooperation and coalition formation for efficient mobile application support.

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Area of Science:

  • Mobile Cloud Computing
  • 5G Wireless Networks
  • Distributed Systems

Background:

  • Mobile cloud computing integrates cloud technologies into mobile environments, crucial for 5G.
  • Distributed spare resources exist across mobile devices but are insufficient individually for intensive applications.
  • Cooperation and resource sharing among devices can enable support for demanding mobile applications.

Purpose of the Study:

  • To propose a resource cooperative provision mode named "Crowd-funding" for aggregating distributed mobile devices.
  • To develop dynamic resource allocation strategies for efficient resource management.
  • To ensure impartial revenue sharing among cooperating resource providers.

Main Methods:

  • Proposed a "Crowd-funding" model to aggregate distributed devices as resource providers.
  • Introduced two resource aggregation models for coalition formation based on varying requirements.
  • Applied the "Shapley value" concept for equitable revenue distribution among cooperators.

Main Results:

  • Demonstrated the feasibility of a dynamic and flexible resource management system.
  • Showcased the "Crowd-funding" model's ability to utilize spare network resources effectively.
  • Validated the effectiveness of coalition formation and Shapley value for resource aggregation.

Conclusions:

  • The "Crowd-funding" model facilitates efficient resource management in mobile cloud computing.
  • Cooperative resource provision and coalition formation are key to supporting resource-intensive mobile applications.
  • Dynamic allocation and impartial revenue sharing enhance the sustainability of mobile resource ecosystems.