File(s) under permanent embargo
Resilient composition of drone services for delivery
journal contributionposted 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.
JournalFuture Generation Computer Systems
Pagination335 - 350
LocationAmsterdam, The Netherlands
Publication classificationC1 Refereed article in a scholarly journal