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- research-articleAugust 2024JUST ACCEPTED
Model-Driven Development Towards Distributed Intelligent Systems
A Distributed Intelligent System (DIS) encompasses a set of intelligent subsystems and components that collaborate to perform tasks and solve problems. Given the advancements of paradigms such as the Internet of Things, along with the advancements of ...
- research-articleMay 2023
Concept Drift in Software Defect Prediction: A Method for Detecting and Handling the Drift
ACM Transactions on Internet Technology (TOIT), Volume 23, Issue 2Article No.: 31, Pages 1–28https://doi.org/10.1145/3589342Software Defect Prediction (SDP) is crucial towards software quality assurance in software engineering. SDP analyzes the software metrics data for timely prediction of defect prone software modules. Prediction process is automated by constructing defect ...
- research-articleMay 2023
Taming Internet of Things Application Development with the IoTvar Middleware
ACM Transactions on Internet Technology (TOIT), Volume 23, Issue 2Article No.: 29, Pages 1–21https://doi.org/10.1145/3586010In the last years, Internet of Things (IoT) platforms have been designed to provide IoT applications with various services such as device discovery, context management, and data filtering. The lack of standardization has led each IoT platform to propose ...
- introductionMarch 2023
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- research-articleFebruary 2023
A Low-code Development Framework for Cloud-native Edge Systems
ACM Transactions on Internet Technology (TOIT), Volume 23, Issue 1Article No.: 15, Pages 1–22https://doi.org/10.1145/3563215Customizing and deploying an edge system are time-consuming and complex tasks because of hardware heterogeneity, third-party software compatibility, diverse performance requirements, and so on. In this article, we present TinyEdge, a holistic framework ...
- research-articleFebruary 2023
Reaching for the Sky: Maximizing Deep Learning Inference Throughput on Edge Devices with AI Multi-Tenancy
ACM Transactions on Internet Technology (TOIT), Volume 23, Issue 1Article No.: 2, Pages 1–33https://doi.org/10.1145/3546192The wide adoption of smart devices and Internet-of-Things (IoT) sensors has led to massive growth in data generation at the edge of the Internet over the past decade. Intelligent real-time analysis of such a high volume of data, particularly leveraging ...
- research-articleNovember 2022
Web of Digital Twins
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 4Article No.: 101, Pages 1–30https://doi.org/10.1145/3507909In recent years, digital twins have been pervading different application domains—from manufacturing to healthcare—as an approach for virtualising different kinds of physical entities (things, products, machines). The dominant view developed in the ...
- research-articleAugust 2022
esDNN: Deep Neural Network Based Multivariate Workload Prediction in Cloud Computing Environments
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 3Article No.: 75, Pages 1–24https://doi.org/10.1145/3524114Cloud computing has been regarded as a successful paradigm for IT industry by providing benefits for both service providers and customers. In spite of the advantages, cloud computing also suffers from distinct challenges, and one of them is the ...
- research-articleJuly 2022
The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 3Article No.: 76, Pages 1–33https://doi.org/10.1145/3527241Smart space administration and application development is challenging in part due to the semantic gap that exists between the high-level requirements of users and the low-level capabilities of IoT devices. The stakeholders in a smart space are required to ...
- research-articleJuly 2022
Modelling and Analysing Replica- and Fault-aware Management of Horizontally Scalable Applications
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 3Article No.: 74, Pages 1–32https://doi.org/10.1145/3511302Modern enterprise applications integrate multiple interdependent software components, whose management must be suitably coordinated. This must be done by taking into account all inter-component dependencies, the faults potentially affecting them, and the ...
- research-articleMarch 2022
PoSSUM: An Entity-centric Publish/Subscribe System for Diverse Summarization in Internet of Things
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 3Article No.: 73, Pages 1–30https://doi.org/10.1145/3507911Users are interested in entity information provided by multiple sensors in the Internet of Things. The challenges regarding this environment span from data-centric ones due to data integration, heterogeneity, and enrichment, to user-centric ones due to ...
- research-articleOctober 2021
An Efficient Interaction Protocol Inference Scheme for Incompatible Updates in IoT Environments
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 2Article No.: 54, Pages 1–25https://doi.org/10.1145/3430501Incompatible updates of IoT systems and protocols give rise to interoperability problems. Even though various protocol adaptation and unknown protocol inference schemes have been proposed, they either do not work where the updated protocol specifications ...
- research-articleSeptember 2021
Multi-criteria Web Services Selection: Balancing the Quality of Design and Quality of Service
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 1Article No.: 12, Pages 1–31https://doi.org/10.1145/3446388Web service composition allows developers to create applications via reusing available services that are interoperable to each other. The process of selecting relevant Web services for a composite service satisfying the developer requirements is commonly ...
- research-articleSeptember 2021
Malware Classification Based on Multilayer Perception and Word2Vec for IoT Security
ACM Transactions on Internet Technology (TOIT), Volume 22, Issue 1Article No.: 10, Pages 1–22https://doi.org/10.1145/3436751With the construction of smart cities, the number of Internet of Things (IoT) devices is growing rapidly, leading to an explosive growth of malware designed for IoT devices. These malware pose a serious threat to the security of IoT devices. The ...
- research-articleMay 2021
DataOps for Cyber-Physical Systems Governance: The Airport Passenger Flow Case
ACM Transactions on Internet Technology (TOIT), Volume 21, Issue 2Article No.: 36, Pages 1–25https://doi.org/10.1145/3432247Recent advancements in information technology have ushered a new wave of systems integrating Internet technology with sensing, wireless communication, and computational resources over existing infrastructures. As a result, myriad complex, non-traditional ...