Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review

D Rosendo, A Costan, P Valduriez, G Antoniu - Journal of Parallel and …, 2022 - Elsevier
The explosion of data volumes generated by an increasing number of applications is
strongly impacting the evolution of distributed digital infrastructures for data analytics and …

Roxi: a framework for reactive reasoning

P Bonte, F Ongenae - European Semantic Web Conference, 2023 - Springer
Abstract The Stream Reasoning research paradigm aims to target application domains that
need to solve both data variety and velocity at the same time. Many of these domains benefit …

Decentralized stream reasoning agents

GA Tataroğlu Özbulak - Proceedings of the 17th ACM International …, 2023 - dl.acm.org
This PhD project proposes the theoretical and technological foundations of an approach for
decentralized processing of streaming knowledge graphs, where autonomous reasoners …

Towards autonomous semantic stream fusion for distributed video streams

M Nguyen-Duc, A Le-Tuan, M Hauswirth… - Proceedings of the 15th …, 2021 - dl.acm.org
Video streams are becoming ubiquitous in smart cities and traffic monitoring. Recent
advances in computer vision with deep neural networks enable querying a rich set of visual …

Knowledge graph stream processing at the edge

J de Oliveira, C Callé, W Xu, P Calvez… - Proceedings of the 16th …, 2022 - dl.acm.org
We present a knowledge graph management system designed to run on Edge computing
devices that handles high-frequency data streams. During the design phase, we took into …

Semantic Programming for Device-Edge-Cloud Continuum

A Le-Tuan, D Bowden… - 2023 IEEE 31st …, 2023 - ieeexplore.ieee.org
This position paper presents ThothSP, a Semantic Programming framework with the aim of
lowering the coding effort in building smart applications on the Device-Edge-Cloud …

Last Night in Sweden: A Vision for Resource-Intelligent Stream Reasoning

D de Leng, P Bonte - Proceedings of the 18th ACM International …, 2024 - dl.acm.org
Even though data is continually being produced by a wide range of services, harnessing this
data in an effective manner at different levels of abstraction is challenging. In this vision …

A holistic view over ontologies for Streaming Linked Data

P Bonte, F Ongenae, R Tommasini - Semantic Web, 2024 - journals.sagepub.com
Streaming Linked Data represents a domain within the Semantic Web dedicated to
incorporating Stream Reasoning capabilities into the Semantic Web stack to address …

[PDF][PDF] Towards cascading reasoning for generic edge processing

P Bonte, F Ongenae - … : the First International Workshop on Semantic …, 2023 - biblio.ugent.be
Many data-intensive applications, including smart logistics, smart cities, intelligent factories,
etc. have been made possible by the Internet of Things (IoT). Due to the large amounts of …

Cqels 2.0: Towards a unified framework for semantic stream fusion

A Le-Tuan, M Nguyen-Duc, CQ Le, TK Tran… - arxiv preprint arxiv …, 2022 - arxiv.org
We present CQELS 2.0, the second version of Continuous Query Evaluation over Linked
Streams. CQELS 2.0 is a platform-agnostic federated execution framework towards semantic …