Inicio  /  Future Internet  /  Vol: 13 Par: 4 (2021)  /  Artículo
ARTÍCULO
TITULO

Performance Analysis of Internet of Things Interactions via Simulation-Based Queueing Models

Georgios Bouloukakis    
Ioannis Moscholios    
Nikolaos Georgantas and Valérie Issarny    

Resumen

Numerous middleware application programming interfaces (APIs) and protocols were introduced in the literature in order to facilitate the application development of the Internet of Things (IoT). Such applications are built on reliable or even unreliable protocols that may implement different quality-of-service (QoS) delivery modes. The exploitation of these protocols, APIs and QoS modes, can satisfy QoS requirements in critical IoT applications (e.g., emergency response operations). To study QoS in IoT applications, it is essential to leverage a performance analysis methodology. Queueing-network models offer a modeling and analysis framework that can be adopted for the IoT interactions of QoS representation through either analytical or simulation models. In this paper, various types of queueing models are presented that can be used for the representation of various QoS settings of IoT interactions. In particular, we propose queueing models to represent message-drop probabilities, intermittent mobile connectivity, message availability or validity, the prioritization of important information, and the processing or transmission of messages. Our simulation models demonstrate the significant effect on delivery success rates and response times when QoS settings are varied.

 Artículos similares

       
 
Bahareh Kalantar, Husam A. H. Al-Najjar, Biswajeet Pradhan, Vahideh Saeidi, Alfian Abdul Halin, Naonori Ueda and Seyed Amir Naghibi    
Assessment of the most appropriate groundwater conditioning factors (GCFs) is essential when performing analyses for groundwater potential mapping. For this reason, in this work, we look at three statistical factor analysis methods?Variance Inflation Fac... ver más
Revista: Water

 
Fhrizz S. De Jesus, Lyka Mae L. Fajardo     Pág. 13 - 32
AbstractEmployee development and training programs are critical to the global success of firms. Not only do these programs enable employees to develop new abilities, but they also enable businesses to increase employee productivity and improve company cu... ver más

 
Benjamin Bett Cheruiyot     Pág. 88 - 97
The focus of this study was to investigate the influence of training strategies on employee performance in public university campuses in Kericho County, Kenya. The study was motivated by concerns on employee performance in public university campuses desp... ver más

 
Aden Iftin Janjane,Jackson Ndolo Muthini     Pág. 105 - 112
The logistics service industry has evolved quickly to deliver a variety of services including frequently outsourced warehousing, logistics, and freight forwarding, as well as value-added services which include; order management and fulfillment as well as... ver más

 
Young Hwan Choi and Joong Hoon Kim    
This study compares the performance of self-adaptive optimization approaches in efficient water distribution systems (WDS) design and presents a guide for the selection of the appropriate method employing optimization utilizing the characteristic of each... ver más
Revista: Water