QoS-Aware Task Allocation and Scheduling in Three-Tier Cloud-Fog-IoT Architecture Using Double Auction

Nikita Joshi, Sanjay Srivastava

2023

Abstract

Cloud Architecture is available to process these data. Due to the QoS requirements of IoT applications, the perishable nature of fog cloud resources, and the competition among users and service providers, task allocation in such an architecture is challenging. In this paper, we propose a competitive bidding (CompBid) strategy and a QoS-based task allocation and scheduling (QoTAS) algorithm using double auctions that aim to maximize user and service provider profit while also satisfying QoS requirements. A remote patient monitoring system is used to compare QoTAS performance to that of two previous studies, DPDA and MADA. In both the truthful and CompBid strategies, QoTAS achieves a higher task allocation ratio and resource utilization than DPDA and MADA. It has 89% more system utility than DPDA and 54% more user utility than MADA. Furthermore, the CompBid strategy increases QoTAS system utility by 25%.

Paper Citation

in Harvard Style

Joshi N. and Srivastava S. (2023). QoS-Aware Task Allocation and Scheduling in Three-Tier Cloud-Fog-IoT Architecture Using Double Auction. In Proceedings of the 13th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-758-650-7, SciTePress, pages 253-260. DOI: 10.5220/0011967400003488

in Bibtex Style

@conference{closer23,
author={Nikita Joshi and Sanjay Srivastava},
title={QoS-Aware Task Allocation and Scheduling in Three-Tier Cloud-Fog-IoT Architecture Using Double Auction},
booktitle={Proceedings of the 13th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2023},
pages={253-260},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011967400003488},
isbn={978-989-758-650-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - QoS-Aware Task Allocation and Scheduling in Three-Tier Cloud-Fog-IoT Architecture Using Double Auction
SN - 978-989-758-650-7
AU - Joshi N.
AU - Srivastava S.
PY - 2023
SP - 253
EP - 260
DO - 10.5220/0011967400003488
PB - SciTePress