Deakin University
Browse

File(s) under permanent embargo

Resilient composition of drone services for delivery

journal contribution
posted on 2021-02-01, 00:00 authored by B Shahzaad, Athman Bouguettaya, S Mistry, Azadeh Ghari NeiatAzadeh Ghari Neiat
We propose a novel resilient drone service composition framework for delivery in dynamic weather conditions. We use a skyline approach to select an optimal set of candidate drone services at the source node in a skyway network. Drone services are initially composed using a novel constraint-aware deterministic lookahead algorithm using the multi-armed bandit tree exploration. We propose a heuristic-based resilient service composition approach that adapts to runtime changes and periodically updates the composition to meet delivery expectations. Experimental results prove the efficiency of the proposed approach.

History

Journal

Future Generation Computer Systems

Volume

115

Pagination

335 - 350

Publisher

Elsevier

Location

Amsterdam, The Netherlands

ISSN

0167-739X

Language

eng

Publication classification

C1 Refereed article in a scholarly journal