Performance Testing of an Internet of Things Platform

Esquiagola, J.; Costa, Laisa Caroline de Paula; Calcina, Pablo; Fedrecheski, Geovane; Zuffo, Marcelo Knörich

doi:10.5220/0006304503090314

Cited by 14 publications

(5 citation statements)

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“…This section discusses the experimentations applied to evaluate our proposed enhanced IoT TCs prioritization layer using the Hill Climbing algorithm (IoT-ECIRTF). We considered the Global System for Mobile communication (GSM) [23] as our IoT-based system case study, where the specifications and TCs of both the IoT device connection efficiency [24] and Mobile IoT (MIoT) [25] datasets are used for evaluation. The GSM system architecture and component diagram are used for the integration testing, calculating the dependency between the modules [ 26].…”

Section: The Experimental Evaluationmentioning

confidence: 99%

Enhancing Test Cases Prioritization for Internet of Things based systems using Search-based Technique

Mohamed

Moussa

Badr

et al. 2021

IJICIS

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Test cases prioritization has been excessively considered for continious regression and integration testing in Internet of Things based systems to apply multilevel testing activities. Various number of devices, sensors and acctuators are connected together through the internet using different technologies, which requires extensively testing the effeciency of these components and the transferred data between them. Due to the number of the connected components has dramatically increased, causing a direct proportional increase in the number of test cases.Studies that handle the augmentation of the number of test cases for traditional systems lack effeciency when applied for Internet of Things based systems. In this paper, we introduce an enhancement for test cases prioritization using Hill Climbing algorithm as a local search based technique, adapted to achieve tangible effeciency. It is integrated with the LSTM deep learning algorithm for test cases classification purposes. The results of the test cases prioritization using Hill Climbing for regression and integration testing are evaluated using precision, where it achieved 80% and 97% for regression testing, and 93% and 88% for integration testing using two Internet of Things-based system datasets.

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Section: The Experimental Evaluationmentioning

confidence: 99%

Enhancing Test Cases Prioritization for Internet of Things based systems using Search-based Technique

Mohamed

Moussa

Badr

et al. 2021

IJICIS

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“…The important concept for IoT functional testing is the process of testing in real-life environment using real devices or sensors to test those key components. The IoT smart technologies continue to increase enormously, and every test case differs as far as the functional core components are concerned [4].…”

Section: B Functional Testingmentioning

confidence: 99%

A Model based Test Pattern Generation and Testing Framework for IoT Applications

2019

IJITEE

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The whole world is entering towards the trend of smart technology. Internet of Things ( IoT) is an important domain behind this enormous growth. A simple IoT system consists of a device or actuators or sensors, which are connected to software with the help of an internet. The embedded sensors can be monitored and managed from remote place through the network from anywhere in the world internet. There are various applications that are supported in this domain due to this feature. They are smart agriculture, Home automation, been applied in various domains like Home automation, Patient Health Monitoring, Smart City, Smart Agriculture and much more. The usage of these applications is increasing day by day, so there arises a need for verifying and validating the IoT devices in all aspects. The test automation framework that generates test pattern for various testing of IoT application domains that deploys in a sequence process of test patterns which can be easily started for the development of IoT scenarios described. To test their IoT device, there is a need for proper testing techniques for IoT applications through different IoT developers follow their own strategy. The main goal of the automation framework is to reduce the effort in the testing process and to make the test process easier for testing the IoT applications by generating various test patterns various tests depends on a number of IoT test patterns, which allows the process of various operations as the future extension.

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“…Esquiagola et al [82] proposed a comprehensive test methodology for IoT platform testing. The methodology includes functional, connectivity, performance, security, compatibility, and exploratory testing.…”

Section: System Performance Analysismentioning

confidence: 99%

An Integrated Platform for the Internet of Things Based on an Open Source Ecosystem

2018

Future Internet

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The Internet of Things (IoT) is increasingly part of daily life. However, the development of IoT applications still faces many problems, such as heterogeneity, complex management, and other difficulties. In this paper, first, the open source technologies of IoT are surveyed. We compare these technologies from the point of view of different levels of technical requirements, such as device management, data management, communication, intelligent data processing, security and privacy protection; we also look at requirements of application development and deployment. Second, an IoT integrated development platform architecture for IoT applications based on open source ecosystem is proposed and evaluated in an industrial setting. We applied P2P technology to distributed resource management and blockchain-based smart contract mechanics for resource billing management. The results show that the IoT gateway based on an open source ecosystem had a stable and reliable system performance with a certain data size and concurrency scale. These conditions satisfy the application requirements of the IoT in most sensing environments.

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Performance Testing of an Internet of Things Platform

Cited by 14 publications

References 0 publications

Enhancing Test Cases Prioritization for Internet of Things based systems using Search-based Technique

Enhancing Test Cases Prioritization for Internet of Things based systems using Search-based Technique

A Model based Test Pattern Generation and Testing Framework for IoT Applications

An Integrated Platform for the Internet of Things Based on an Open Source Ecosystem

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