ISSN:
19361963, 19361955
Journal Name:
Journal of Data and Information Quality
Volume:
15
Issue:
3
Pages From:
2
To:
20
Date:
الجمعة, سبتمبر 1, 2023
Keywords:
Concurrency control, transactional services, mobile agents, edge-cloud computing, execution framework
Abstract:
The Web of Things (WoT) is a concept that aims to create a network of intelligent devices capable of remote
monitoring,service provisioning, and control. Virtual and Physical Internet of Things(IoT) gatewaysfacilitate
communication, processing, and storage among social nodes that form the social Web of Things (SWoT).
Peripheral IoT services commonly use device data. However, due to the limited bandwidth and processing
power of edge devicesin the IoT, they must dynamically alterthe quality ofservice provided to their connected
clients to meet each user’s needs while also meeting the service quality requirements of other devices that
may access the same data. Consequently, deciding which transactions get access to which Internet of Things
data is a scheduling problem.
Edge-cloud computing requires transaction management because several Internet of Things transactions
may access shared data simultaneously. However, cloud transaction management methods cannot be employed in edge-cloud computing settings. Transaction management models must be consistent and consider
ACIDity of transactions, especially consistency. This study compares three implementation strategies, Edge
Host Strategy (EHS), Cloud Host Strategy (CHS), and Hybrid BHS (BHS), which execute all IoT transactions
on the Edge host, the cloud, and both hosts, respectively. These transactions affect the Edge hosts as well.
An IoTT framework is provided, viewing an Internet of Things transaction as a collection of fundamental and additional subtransactions that loosen atomicity. Execution strategy controls essential and additional
subtransactions.
The integration of edge and cloud computing demonstratesthat the execution approach significantly affects
system performance. EHS and CHS can waste wireless bandwidth, while BHS outperforms CHS and EHS in
many scenarios. These solutions enable edge transactions to complete without restarting due to outdated IoT
data or other edge or cloud transactions. The properties of these approaches have been detailed, showing that
they often outperform concurrent protocols and can improve edge-cloud computing.