Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review
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 …
strongly impacting the evolution of distributed digital infrastructures for data analytics and …
Roxi: a framework for reactive reasoning
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 …
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 …
decentralized processing of streaming knowledge graphs, where autonomous reasoners …
Towards autonomous semantic stream fusion for distributed video streams
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 …
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 …
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 …
lowering the coding effort in building smart applications on the Device-Edge-Cloud …
Last Night in Sweden: A Vision for Resource-Intelligent Stream Reasoning
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 …
data in an effective manner at different levels of abstraction is challenging. In this vision …
A holistic view over ontologies for Streaming Linked Data
Streaming Linked Data represents a domain within the Semantic Web dedicated to
incorporating Stream Reasoning capabilities into the Semantic Web stack to address …
incorporating Stream Reasoning capabilities into the Semantic Web stack to address …
[PDF][PDF] Towards cascading reasoning for generic edge processing
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 …
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
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 …
Streams. CQELS 2.0 is a platform-agnostic federated execution framework towards semantic …