Fundamental research challenges for distributed computing continuum systems

V Casamayor Pujol, A Morichetta, I Murturi… - Information, 2023 - mdpi.com
This article discusses four fundamental topics for future Distributed Computing Continuum
Systems: their representation, model, lifelong learning, and business model. Further, it …

Scaling data science solutions with semantics and machine learning: Bosch case

B Zhou, N Nikolov, Z Zheng, X Luo, O Savkovic… - International Semantic …, 2023 - Springer
Abstract Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented
amount of data from factory production, posing big data challenges in volume and variety. In …

[HTML][HTML] Assessing and enhancing a Cloud-IoT monitoring service over federated testbeds

M Gaglianese, S Forti, F Paganelli, A Brogi - Future Generation Computer …, 2023 - Elsevier
Monitoring resource availability along Cloud-IoT networks in a lightweight and fault-resilient
manner is a challenging research problem due to scarce resource availability, infrastructure …

Continuous QoS‐compliant orchestration in the Cloud‐Edge continuum

G Bisicchia, S Forti, E Pimentel… - Software: Practice and …, 2023 - Wiley Online Library
The problem of managing multi‐service applications on top of Cloud‐Edge networks in a
quality of service (QoS)‐aware manner has been thoroughly studied in recent years from a …

Data-aware service placement in the cloud-iot continuum

J Massa, S Forti, A Brogi - Symposium and Summer School on Service …, 2022 - Springer
We present a declarative solution to determine, in a data-aware manner, application service
placements and SDN data routings over Cloud-IoT infrastructures while meeting functional …

Declarative and linear programming approaches to service placement, reconciled

J Massa, S Forti, P Dazzi, A Brogi - 2023 IEEE 16th …, 2023 - ieeexplore.ieee.org
This article proposes an approach to the data-aware multi-service application placement
problem in Cloud-Edge settings. We propose both declarative programming and a Mixed …

Continuous QoS-aware adaptation of Cloud-IoT application placements

JL Herrera, J Berrocal, S Forti, A Brogi, JM Murillo - Computing, 2023 - Springer
Abstract Cloud-Internet of Things computing paradigms call for novel and efficient
methodologies to decide where to place application services in continuity with Continuous …

Towards Sustainable Deployment of Microservices over the Cloud-IoT Continuum, with FREEDA

J Soldani, R Amadini, A Brogi, S Forti… - Proceedings of the 4th …, 2024 - dl.acm.org
This position paper introduces FREEDA, a research project aimed at supporting DevOps
engineers in achieving failure-resilient and sustainable deployments of microservice-based …

Green application placement in the cloud-iot continuum

S Forti, A Brogi - International Symposium on Practical Aspects of …, 2022 - Springer
Green software engineering aims at reducing the environmental impact due to developing,
deploying, and managing software systems. Meanwhile, Cloud-IoT paradigms can …

Multi-Layered Continuous Reasoning for Cloud-IoT Application Management

JL Herrera, J Berrocal, S Forti, A Brogi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The advent of the Internet of Things has increased the interest in automating mission-critical
processes from domains such as smart cities. These applications' stringent Quality of …