Software architecture for ML-based systems: What exists and what lies ahead

H Muccini, K Vaidhyanathan - … IEEE/ACM 1st Workshop on AI …, 2021 - ieeexplore.ieee.org
The increasing usage of machine learning (ML) coupled with the software architectural
challenges of the modern era has resulted in two broad research areas: i) software …

Architecture, technologies and challenges for cyber-physical systems in industry 4.0: A systematic map** study

F Hofer - Proceedings of the 12th ACM/IEEE International …, 2018 - dl.acm.org
Background: The vision of a fourth industrial revolution lately strongly captured the attention
of research A Cyber-physical system (CPS) is one of the main drivers of this vision. Such …

Semantic interoperability methods for smart service systems: A survey

F Burzlaff, N Wilken, C Bartelt… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Functional and nonfunctional characteristics of software systems are defined by their
architecture. Therefore, research streams such as Internet-of-Things (IoT) or component …

Categorized review of drive simulators and driver behavior analysis focusing on ACT-R architecture in autonomous vehicles

M Cina, AB Rad - Sustainable Energy Technologies and Assessments, 2023 - Elsevier
Driving a vehicle in a safe manner is a highly specialized task that depends on the driver's
cognitive ability, skills, attention, fast processing, interpretation of traffic situations and rules …

Self-adaptive IoT architectures: An emergency handling case study

H Muccini, R Spalazzese, MT Moghaddam… - Proceedings of the 12th …, 2018 - dl.acm.org
Along with the rapid growth of IoT technologies and devices, their solutions are currently
being applied on various domains such as health-care, transportation and agriculture, but …

Data-driven correlation of cyber and physical anomalies for holistic system health monitoring

DL Marino, CS Wickramasinghe, B Tsouvalas… - IEEE …, 2021 - ieeexplore.ieee.org
Concerns of cyber-security threats are increasingly becoming a part of everyday operations
of cyber-physical systems, especially in the context of critical infrastructures. However …

Real-time emergency response through performant IoT architectures

C Arbib, D Arcelli, J Dugdale, MT Moghaddam… - … on Information Systems …, 2019 - hal.science
This paper describes the design of an Internet of Things (IoT) system for building evacuation.
There are two main design decisions for such systems: i) specifying the platform on which …

CHESSIoT: A model-driven approach for engineering multi-layered IoT systems

F Ihirwe, D Di Ruscio, S Gianfranceschi… - Journal of Computer …, 2024 - Elsevier
Context: The current technology revolution, which places the highest value on people's
welfare, is frequently seen as being mainly supported by Internet of Things (IoT) …

A machine learning-driven approach for proactive decision making in adaptive architectures

H Muccini, K Vaidhyanathan - 2019 IEEE international …, 2019 - ieeexplore.ieee.org
Self-adaptation is nowadays considered to be the best solution to dynamically reconfigure a
system in the occurrence of deviations from the expected quality of service (QoS) …

Modeling data analytics architecture for iot applications using dat

M Abughazala, H Muccini - 2023 IEEE 20th International …, 2023 - ieeexplore.ieee.org
Data analysis plays a significant role in extracting meaningful information from big data.
Data analysis consists of acquisition, storage, management, analytics, and visualization …