TY - JOUR
T1 - Fog computing
T2 - a platform for big-data marketing analytics
AU - Hornik, Jacob
AU - Rachamim, Matti
AU - Graguer, Sergei
N1 - Publisher Copyright:
Copyright © 2023 Hornik, Rachamim and Graguer.
PY - 2023
Y1 - 2023
N2 - Marketing science embraces a wider variety of data types and measurement tools necessary for strategy, research, and applied decision making. Managing the marketing data generated by internet of things (IoT) sensors and actuators is one of the biggest challenges faced by marketing managers when deploying an IoT system. This short note shows how traditional cloud-based IoT systems are challenged by the large scale, heterogeneity, and high latency witnessed in some cloud ecosystems. It introduces researchers to one recent breakthrough, fog computing, an emerging concept that decentralizes applications, strategies, and data analytics into the network itself using a distributed and federated computing model. It transforms centralized cloud to distributed fog by bringing storage and computation closer to the user end. Fog computing is considered a novel marketplace phenomenon which can support AI and management strategies, especially for the design of “smart marketing”.
AB - Marketing science embraces a wider variety of data types and measurement tools necessary for strategy, research, and applied decision making. Managing the marketing data generated by internet of things (IoT) sensors and actuators is one of the biggest challenges faced by marketing managers when deploying an IoT system. This short note shows how traditional cloud-based IoT systems are challenged by the large scale, heterogeneity, and high latency witnessed in some cloud ecosystems. It introduces researchers to one recent breakthrough, fog computing, an emerging concept that decentralizes applications, strategies, and data analytics into the network itself using a distributed and federated computing model. It transforms centralized cloud to distributed fog by bringing storage and computation closer to the user end. Fog computing is considered a novel marketplace phenomenon which can support AI and management strategies, especially for the design of “smart marketing”.
KW - cloud computing
KW - edge computing
KW - fog computing
KW - internet of things (IoT)
KW - smart marketing
UR - http://www.scopus.com/inward/record.url?scp=85174298057&partnerID=8YFLogxK
U2 - 10.3389/frai.2023.1242574
DO - 10.3389/frai.2023.1242574
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C2 - 37859937
AN - SCOPUS:85174298057
SN - 2624-8212
VL - 6
JO - Frontiers in Artificial Intelligence
JF - Frontiers in Artificial Intelligence
M1 - 1242574
ER -