An edge-fog-cloud architecture of streaming analytics for internet of things applications

H Cao, M Wachowicz - Sensors, 2019 - mdpi.com
… generated by smart cities means not only transforming data into better business … architecture
based on the edge-fog-cloud continuum to analyze IoT data streams for delivering data

Implementing an edge-fog-cloud architecture for stream data management

L Hernandez, H Cao… - … Fog World Congress (FWC …, 2017 - ieeexplore.ieee.org
… management in IoMT have been focused on partial aspects of a data life cycle process, with
streaming data life cycle process that incorporates an edge/fog/cloud architecture that is …

IoT stream processing and analytics in the fog

S Yang - IEEE Communications Magazine, 2017 - ieeexplore.ieee.org
… ), implicity adopt the fog architecture, because both the low-power sensors and resource-rich
gateways (at the network edge) jointly manage and process sensor data streams. These …

Fog computing: Data analytics and cloud distributed processing on the network edges

NM Gonzalez, WA Goya… - … Conference of the …, 2016 - ieeexplore.ieee.org
… 10) Support for online analytics and interplay with the cloud. Fog computing implies
communication … [24] proposed a hybrid edge-cloud architecture for reducing online gaming …

RES: Real-time video stream analytics using edge enhanced clouds

M Ali, A Anjum, O Rana, AR Zamani… - … on Cloud …, 2020 - ieeexplore.ieee.org
Edge and Fog computing [5] complement the cloud platform … We propose an edge computing
based video stream analyticsedge to the cloud. The proposed approach decomposes the …

Edge enhanced deep learning system for large-scale video stream analytics

M Ali, A Anjum, MU Yaseen, AR Zamani… - … on Fog and Edge …, 2018 - ieeexplore.ieee.org
… our system architecture for edge enhanced deep learning and how it can scale to many
edge and in-transit nodes to provide parallel and sequential processing of the video streams. In …

Edge-cloud computing for Internet of Things data analytics: Embedding intelligence in the edge with deep learning

AM Ghosh, K Grolinger - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
edge/fog and cloud, but differs from theirs in that it also includes an extensive evaluation of
the presented edge-cloud architecture. … detection system for streaming data. While they are …

FoT-Stream: A Fog platform for data stream analytics in IoT

BM Alencar, RA Rios, C Santana, C Prazeres - Computer Communications, 2020 - Elsevier
… use of Fog/Edge Computing for data stream analysis, none … scalable architecture to online
deal with data stream in Fog … of Data stream processing located at the network edge have …

Analytics everywhere for streaming iot data

H Cao, M Wachowicz - 2019 Sixth International Conference on …, 2019 - ieeexplore.ieee.org
data rates, message passing, and processing algorithms to support streaming analytics at
the edge, fog, and cloud … Towards this end, we present an IoT architecture that is capable of …

Efficient scheduling of streaming operators for iot edge analytics

P Ntumba, N Georgantas… - … on Fog and Mobile Edge …, 2021 - ieeexplore.ieee.org
… scheme across heterogeneous Edge-FogCloud resources in … respect to the evolution of the
data stream rates. In this paper, … for uniform stream analytics on edge and cloud, IEEE/ACM …