Energy-sustainable iot connectivity: Vision, technological enablers, challenges, and future directions

OLA López, OM Rosabal… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
Technology solutions must effectively balance economic growth, social equity, and
environmental integrity to achieve a sustainable society. Notably, although the Internet of …

The many faces of edge intelligence

E Peltonen, I Ahmad, A Aral, M Capobianco… - IEEE …, 2022 - ieeexplore.ieee.org
Edge Intelligence (EI) is an emerging computing and communication paradigm that enables
Artificial Intelligence (AI) functionality at the network edge. In this article, we highlight EI as …

A dark and stormy night: Reallocation storms in edge computing

L Lovén, E Peltonen, L Ruha, E Harjula… - EURASIP Journal on …, 2022 - Springer
Efficient resource usage in edge computing requires clever allocation of the workload of
application components. In this paper, we show that under certain circumstances, the …

EDISON: An edge-native method and architecture for distributed interpolation

L Lovén, T Lähderanta, L Ruha, E Peltonen… - Sensors, 2021 - mdpi.com
Spatio-temporal interpolation provides estimates of observations in unobserved locations
and time slots. In smart cities, interpolation helps to provide a fine-grained contextual and …

[PDF][PDF] The Many Faces of Edge Intelligence

M JURMU, T KARVONEN, M KELANTI, T MIKKONEN… - helda.helsinki.fi
Edge Intelligence (EI) is an emerging computing and communication paradigm that enables
Artificial Intelligence (AI) functionality at the network edge. In this article, we highlight EI as …

[PDF][PDF] The intersection of location-allocation and partitional clustering

T Lähderanta, L Lovén, L Ruha, T Leppänen… - researchgate.net
Location-allocation and partitional spatial clustering both deal with spatial data, seemingly
from different viewpoints. Partitional clustering analyses data points by partitioning them into …