Fog computing: a platform for big-data marketing analytics

Frontiers in Artificial Intelligence

Artificial Intelligence

Sergei Graguer¹  Jacob Hornik²  Matti Rachamim³ 

[1] Ashkelon Academic College, Ashkelon, Israel;Coller School of Management, Tel-Aviv University, Tel Aviv, Israel;School of Business Administration, Bar-Ilan University, Ramat Gan, Israel;

关键词: fog computing;    internet of things (IoT);    cloud computing;    edge computing;    smart marketing;   

DOI  :  10.3389/frai.2023.1242574

 received in 2023-06-19, accepted in 2023-09-14,  发布年份 2023

来源: Frontiers

【 摘 要 】

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”.

【 授权许可】

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Copyright © 2023 Hornik, Rachamim and Graguer.