Data agility through clustered edge computing and stream processing

R Dautov, S Distefano, D Bruneo… - Concurrency and …, 2021 - Wiley Online Library
Summary The Internet of Things is underpinned by the global penetration of network‐
connected smart devices continuously generating extreme amounts of raw data to be …

Current state and prospects of edge computing within the Internet of Things (IoT) ecosystem

EO Sodiya, UJ Umoga, A Obaigbena, BS Jacks… - International Journal of …, 2024 - ijsra.net
The burgeoning growth of the Internet of Things (IoT) has prompted a paradigm shift in
computing architectures, leading to the emergence and rapid evolution of edge computing …

Automating IoT data-intensive application allocation in clustered edge computing

R Dautov, S Distefano - IEEE Transactions on Knowledge and …, 2019 - ieeexplore.ieee.org
Enabling data processing at the network edge, as close to the actual source of data as
possible, is a challenging, yet realistic goal to be achieved by the Internet of Things (IoT) …

Latency and energy-awareness in data stream processing for edge based iot systems

E Oliveira, AR Rocha, M Mattoso, FC Delicato - Journal of Grid Computing, 2022 - Springer
LE-STREAM is a framework for IoT data stream processing. Data processing in IoT is
challenging due to its dynamic and heterogeneous nature, and the massive amount of …

Pushing intelligence to the edge with a stream processing architecture

R Dautov, S Distefano, D Bruneo… - … on Internet of Things …, 2017 - ieeexplore.ieee.org
The cloud computing paradigm underpins the Internet of Things (IoT) by offering a
seemingly infinite pool of resources for processing/storing extreme amounts of data …

Frontier: Resilient edge processing for the internet of things

D O'Keeffe, T Salonidis, P Pietzuch - Proceedings of the VLDB …, 2018 - dl.acm.org
In an edge deployment model, Internet-of-Things (IoT) applications, eg for building
automation or video surveillance, must process data locally on IoT devices without relying …

Data processing in cyber-physical-social systems through edge computing

R Dautov, S Distefano, D Bruneo, F Longo… - IEEE …, 2018 - ieeexplore.ieee.org
Cloud and Fog computing have established a convenient and widely adopted approach for
computation offloading, where raw data generated by edge devices in the Internet of Things …

Enabling workload engineering in edge, fog, and cloud computing through OpenStack-based middleware

G Merlino, R Dautov, S Distefano… - ACM Transactions on …, 2019 - dl.acm.org
To enable and support smart environments, a recent ICT trend promotes pushing
computation from the remote Cloud as close to data sources as possible, resulting in the …

Edge-computing-driven internet of things: A survey

L Kong, J Tan, J Huang, G Chen, S Wang, X Jin… - ACM Computing …, 2022 - dl.acm.org
The Internet of Things (IoT) is impacting the world's connectivity landscape. More and more
IoT devices are connected, bringing many benefits to our daily lives. However, the influx of …

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 …