arrow
Return

Fog computing: a platform for big-data marketing analytics

delete2023-10-04
delete3
delete
OA
AI
J
Jacob Hornik *
M
Matti Rachamim
S
Sergei Graguer
DOI:10.3389/frai.2023.1242574delete
deleteOriginal
deleteShare
deleteSave
View PDF
Abstract

Abstract

En 中文
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.
Keywords:
fog computing
internet of things (IoT)
cloud computing
edge computing
smart marketing
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

F
Frontiers in Artificial Intelligence
IF:
4.7
Papers:
2.5K
Citations:
4.4K

Organization

B
Bar Ilan University
Scholars:
9.7K
Papers: 8.5K
Citations: 59
T
Tel Aviv University
Scholars:
3.7W
Papers: 3.0W
Citations: 3.6W
Cited Papers

Cited Papers

errShare
errSave
err
IF0
err
err0
PREAI
err
errShare
errSave
A novel sensor fusion concept for distance measurement in automotive applications
err2010-11-01
err0
PREAI
errT Schlegl; T Bretterklieber; M Neumayer; H Zangl
errShare
errSave
Mutagenesis of Ala290, which modulates substrate subsite affinity at the catalytic interface of dimeric ThMA
err2005-08-01
err0
PREAI
errSung-Hoon Park; Hyunju Cha; Hee-Kwon Kang; Jae-Hoon Shim; Eui-Jeon Woo; Jung-Wan Kim; Kwan-Hwa Park
errShare
errSave
Orchestration in Fog Computing: A Comprehensive Survey
err2022-01-18
err84
errOAAI
errCosta, Breno; Bachiega Jr, Joao; de Carvalho, Leonardo Reboucas; Araujo, Aleteia P. F.
errShare
errSave
Internet of things support for marketing activities
err2018-07-06
err22
errOAAI
errTaylor, Mark; Reilly, Denis; Wren, Chris
errShare
errSave
researcher View more