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Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs.

Abdul Waheed1, Munam Ali Shah1, Abid Khan2

  • 1Department of Computer Science, COMSATS University Islamabad, Park Road Tarlai Kalan, Islamabad 45550, Pakistan.

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Summary
This summary is machine-generated.

This study introduces a hybrid Volunteer Computing-Based Vehicular Ad-hoc Networking (VCBV) model for efficient computation offloading in vehicles. The approach enhances system utility and addresses latency constraints using multi-hop task coordination.

Keywords:
boundary relay nodeslatencymulti-hop communicationresource utilizationtask offloadingvehicular networksvolunteer computing

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Area of Science:

  • Computer Science
  • Networking
  • Vehicular Technology

Background:

  • Computation offloading is crucial for vehicles with computation-intensive tasks.
  • Volunteer Computing-Based Vehicular Ad-hoc Networking (VCBV) utilizes vehicle-as-a-resource (VaaR) for task execution.
  • Existing VCBV systems primarily use offloading for delay-sensitive applications.

Purpose of the Study:

  • To propose a hybrid VCBV task coordination model for efficient resource utilization during traffic congestion.
  • To develop algorithms for determining boundary relay vehicles to reduce roadside unit (RSU) dependency.
  • To enhance system utility and meet latency constraints in vehicular networks.

Main Methods:

  • A hybrid VCBV task coordination model is proposed for multi-hop resource utilization.
  • Algorithms are developed for identifying optimal boundary relay vehicles.
  • Primary and secondary task coordination algorithms are designed for the hybrid VCBV system.

Main Results:

  • The hybrid VCBV task coordination model demonstrates increased system utility.
  • Latency constraints for delay-sensitive applications are effectively addressed.
  • Reduced reliance on multiple roadside units (RSUs) is achieved through optimized vehicle relaying.

Conclusions:

  • The proposed hybrid VCBV model offers an efficient solution for computation offloading in vehicular networks.
  • The multi-hop coordination strategy enhances resource utilization and performance.
  • The algorithms contribute to optimizing vehicular network infrastructure and service delivery.