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Location-Aware Resource Discovery and QoR-Driven Resource Selection for Hybrid Web Environments.
Lara Kallab1, Richard Chbeir2, Michael Mrissa3,4
1Open Group, 92300 Levallois Perret, France.
Sensors (Basel, Switzerland)
|October 26, 2021
Summary
This study introduces a location-aware system for discovering resources in the Web of Things (WoT). It enhances resource selection using Quality of Resource (QoR) and a novel Selection Strategy Adaptor (SSA).
Area of Science:
- Computer Science
- Ubiquitous Computing
- Service-Oriented Architecture
Background:
- The Web of Things (WoT) integrates numerous devices as RESTful services, creating complex systems.
- Resource discovery and selection face challenges due to functional redundancy, dynamic availability, and mobile object locations.
- Quality of Resource (QoR) is crucial for selecting appropriate services among many similar options.
Purpose of the Study:
- To develop a location-aware resource discovery mechanism for the Web of Things.
- To propose a Quality of Resource (QoR)-driven approach for selecting and composing web resources.
- To address challenges in resource discovery and selection caused by resource abundance, transient availability, and mobility.
Main Methods:
- A 3-dimensional indexing schema is proposed for location-aware resource identification.
- A Selection Strategy Adaptor (SSA) is introduced for QoR-driven resource composition.
- The SSA considers QoR constraints, I/O matching, resource availability, and user needs for optimal and optimistic compositions.
Main Results:
- The proposed location-aware discovery method enhances resource identification.
- The QoR-driven selection approach effectively forms resource compositions with alternatives.
- Evaluations demonstrate the service quality model's effectiveness against existing methods.
- Experimental results validate the solution's performance in diverse environments.
Conclusions:
- The developed system improves resource discovery and selection in the dynamic Web of Things environment.
- The location-aware and QoR-driven approach offers a robust solution for complex service composition.
- The SSA provides flexibility in forming resource compositions based on various criteria.
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