Enabling Industrial Internet of Things by Leveraging Distributed Edge-to-Cloud Computing: Challenges and Opportunities

MN Jamil, O Schelén, AA Monrat, K Andersson - IEEE Access, 2024 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) promises automation, efficiency, and data-driven
decision-making by real-time data collection and analysis. However, traditional IIoT …

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 …

The promising role of representation learning for distributed computing continuum systems

PK Donta, S Dustdar - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
The distributed computing continuum systems (DCCS) and representation learning (ReL)
are two diverse computer science technologies with their use cases, applications, and …

Distributed computing continuum systems–opportunities and research challenges

V Casamayor Pujol, PK Donta, A Morichetta… - … Conference on Service …, 2022 - Springer
Distributed Computing Continuum Systems – Opportunities and Research Challenges |
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[HTML][HTML] Equilibrium in the Computing Continuum through Active Inference

B Sedlak, VC Pujol, PK Donta, S Dustdar - Future Generation Computer …, 2024 - Elsevier
Computing Continuum (CC) systems are challenged to ensure the intricate requirements of
each computational tier. Given the system's scale, the Service Level Objectives (SLOs) …

A roadmap on learning and reasoning for distributed computing continuum ecosystems

A Morichetta, VC Pujol, S Dustdar - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
A captivating set of hypotheses from the field of neuroscience suggests that human and
animal brain mechanisms result from few powerful principles. If proved to be accurate, these …

Designing reconfigurable intelligent systems with Markov blankets

B Sedlak, VC Pujol, PK Donta, S Dustdar - International Conference on …, 2023 - Springer
Compute Continuum (CC) systems comprise a vast number of devices distributed over
computational tiers. Evaluating business requirements, ie, Service Level Objectives (SLOs) …

Data Fabric for Industrial Metaverse

A Kumar, L Lovén, S Pirttikangas… - 2024 IEEE 44th …, 2024 - ieeexplore.ieee.org
The concept of a distributed computing continuum promises to offer a unified view of
computing, communication and data resources scattered across edge, fog, and cloud, and …

OASEES: An Innovative scope for a DAO-based programmable swarm solution, for decentralizing AI applications close to data generation locations

IP Chochliouros, MA Kourtis, G Xilouris… - … Conference on Artificial …, 2023 - Springer
As traditional linear models have proved to be ineffective in perspective of the stagnant
decision-making and inefficient data federation, the pathway onwards a European data …

Towards a prime directive of SLOs

VC Pujol, S Dustdar - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The promises of the computing continuum paradigm motivate a paradigm change for
Internet-distributed computing systems. Unfortunately, we are still far from being able to …