Machine learning at the network edge: A survey

MGS Murshed, C Murphy, D Hou, N Khan… - ACM Computing …, 2021 - dl.acm.org
Resource-constrained IoT devices, such as sensors and actuators, have become ubiquitous
in recent years. This has led to the generation of large quantities of data in real-time, which …

Spatiotemporal event detection: A review

M Yu, M Bambacus, G Cervone, K Clarke… - … Journal of Digital …, 2020 - Taylor & Francis
The advancements of sensing technologies, including remote sensing, in situ sensing,
social sensing, and health sensing, have tremendously improved our capability to observe …

Innovation trajectories for a Society 5.0

F De Felice, M Travaglioni, A Petrillo - Data, 2021 - mdpi.com
Big Data, the Internet of Things, and robotic and augmented realities are just some of the
technologies that belong to Industry 4.0. These technologies improve working conditions …

Partitioned integration and coordination via the self-organising coordination regions pattern

D Pianini, R Casadei, M Viroli, A Natali - Future Generation Computer …, 2021 - Elsevier
In software engineering, knowledge about recurrent problems, along with blueprints of
associated solutions for diverse design contexts, are often captured in so-called design …

The vulnerability of communities in complex networks: An entropy approach

T Wen, Y Deng - Reliability Engineering & System Safety, 2020 - Elsevier
Measuring the vulnerability of communities in complex networks has become an important
topic in the research of complex systems. Numerous existing vulnerability measures have …

Optical fog‐assisted cyber‐physical system for intelligent surveillance in the education system

KD Singh, SK Sood - Computer Applications in Engineering …, 2020 - Wiley Online Library
Nowadays, surveillance systems are becoming popular for safety and security purposes in
many sectors like government organizations, private institutes, hospitals, schools, residential …

Stream processing on clustered edge devices

R Dautov, S Distefano - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
The Internet of Things continuously generates avalanches of raw sensor data to be
transferred to the Cloud for processing and storage. Due to network latency and limited …

Self-organising coordination regions: A pattern for edge computing

R Casadei, D Pianini, M Viroli, A Natali - … and Languages: 21st IFIP WG 6.1 …, 2019 - Springer
Abstract Design patterns are key in software engineering, for they capture the knowledge of
recurrent problems and associated solutions in specific design contexts. Emerging …

Content analysis of literature on big data in smart cities

P Tiwari, PV Ilavarasan, S Punia - Benchmarking: An International …, 2021 - emerald.com
Purpose The purpose of this paper is to provide a systematic literature review on the
technological aspects of smart cities and to give insights about current trends, sources of …

A collective adaptive approach to decentralised k-coverage in multi-robot systems

D Pianini, F Pettinari, R Casadei, L Esterle - ACM Transactions on …, 2022 - dl.acm.org
We focus on the online multi-object k-coverage problem (OMOkC), where mobile robots are
required to sense a mobile target from k diverse points of view, coordinating themselves in a …