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Methods for Presenting Real-world Objects Under Controlled Laboratory Conditions
Published on: June 21, 2019
Dynamic Involvement of Real World Objects in the IoT: A Consensus-Based Cooperation Approach
Virginia Pilloni1, Luigi Atzori2, Matteo Mallus3,4
1Department of Electrical and Electronic Engineering (DIEE), University of Cagliari, Cagliari 09123, Italy. virginia.pilloni@diee.unica.it.
This study introduces a distributed algorithm for resource allocation in the Internet of Things (IoT). The algorithm enhances device lifetime and ensures Quality of Information (QoI) in dynamic environments.
Area of Science:
- Computer Science
- Distributed Systems
- Internet of Things (IoT)
Background:
- Mobile and low-cost unstable devices are crucial for the Internet of Things (IoT).
- These devices autonomously self-organize, creating dynamic and heterogeneous scenarios for distributed applications.
- Cooperation among devices is essential for reliability and adapting to status changes.
Purpose of the Study:
- To propose a distributed algorithm for resource allocation in dynamic IoT environments.
- To enable flexible and dynamic binding of services to physical IoT devices.
- To maximize node group lifetime and ensure Quality of Information (QoI) requirements.
Main Methods:
- A distributed algorithm based on a consensus approach.
- The algorithm is run by devices capable of performing the same application tasks.
- Focuses on dynamic resource allocation and service binding.
Main Results:
- Experimental validation with real devices.
- Demonstrated improvement in device lifetime by over 20% compared to uniform task distribution.
- Ensured fulfillment of Quality of Information (QoI) requirements.
Conclusions:
- The proposed distributed algorithm effectively manages resources in dynamic IoT settings.
- The consensus-based approach enhances device longevity and system reliability.
- This method offers a flexible solution for service-device binding in heterogeneous IoT networks.
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