International Journal for Applied Information Management
Vol. 1 No. 1 (2021): Regular Issue: April 2021

Data Analytics Architectures for E-Commerce Platforms in Cloud

John Yeung (a:1:{s:5:"en_US"
s:31:"Data Science Academy, Hong Kong"
})

Simon Wong (Hong Kong Community College, The Hong Kong Polytechnic University, Hong Kong)
Alvin Tam (Data Science Academy, Hong Kong)



Article Info

Publish Date
25 Apr 2021

Abstract

Today, organizations not only need to manage larger volumes of data, but also generate insights from existing data. These insights help them understand better about their customers and predict market trends. With this initiative, they can take advantage of the cloud platform to achieve this goal because it manages higher data volume, speed and variation. This cloud platform enables them to provide elasticity and efficient computing and storage resources. They also provide many ready-to-use tools for building data analytics in various stages. Additionally, an on-demand pricing model allows organizations to pay for what they consume. It changes the organizational consumption model from capital expenditure to operational expenditure. It greatly minimizes initial capital investment to build data analytics solutions and implement other innovative ideas. This paper highlights the main reasons for encouraging organizations to build data analytics in the cloud. It also shows how to articulate data analytics frameworks for ecommerce platforms in the cloud and how to integrate machine learning models into data analytics processes, to create more sophisticated analyzes. AWS Amazon Web Services' premier public cloud platform is adopted to demonstrate these concepts and practices with real-life business cases.

Copyrights © 2021






Journal Info

Abbrev

ijaim

Publisher

Subject

Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Environmental Science Social Sciences

Description

Journal menerbitkan penelitian tentang semua aspek manajemen informasi. Informasi dilihat di sini secara luas untuk mencakup tidak hanya produk/layanan dan proses tetapi juga pasar, dan organisasi serta informasi sosial. Ini termasuk studi tentang proses secara keseluruhan atau tahap individu, ...