A Comparative Investigation on the Use of Cloud Computing for Big Data Analytics

被引：0

作者：

Lew, Wei Chun ^{[1
]}

Rana, Muhammad Ehsan ^{[1
]}

Hameed, Vazeerudeen Abdul ^{[2
]}

机构：

[1] Asia Pacific Univ Technol & Innovat, Sch Comp, Kuala Lumpur, Malaysia

[2] Asia Pacific Univ Technol & Innovat, Technol Pk Malaysia, Kuala Lumpur, Malaysia

来源：

PROCEEDINGS OF THE 2022 16TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INFORMATION MANAGEMENT AND COMMUNICATION (IMCOM 2022) | 2022年

关键词：

Cloud Computing; Cloud Use Cases; Cloud Challenges; Cloud Deployment Models; Cloud Services; INFRASTRUCTURE;

D O I：

10.1109/IMCOM53663.2022.9721790

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Big data is working hand in hand with cloud computing. Cloud computing can enable real-time processing and analysis at a bigger scale and efficiently. This paper aims to understand the use of big data analytics in the cloud infrastructure. The discussion begins with various use cases and applications that are implemented via cloud computing in big data analytics. This research also discusses the organization's challenges during the implementation and utilization of cloud computing. Cloud deployment models, cloud services and feature are also part of the discussion. Finally, a comparison between three big cloud providers is drawn to critically review the services offered by these providers with respect to their offerings for big data analytics.

引用

页数：8

共 50 条

[1] Advances in cloud computing and big data analytics
Dong, Fang
Shen, Jun
He, Qiang
[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (20):
[2] Big data analytics in Cloud computing: an overview
Berisha, Blend
Meziu, Endrit
Shabani, Isak
[J]. JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2022, 11 (01):
[3] A New Secure Model for The Use of Cloud Computing in Big Data Analytics
Chaoui, Habiba
Makdoun, Ibtissam
[J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, DATA AND CLOUD COMPUTING (ICC 2017), 2017,
[4] Big data analytics in Cloud computing: an overview
Blend Berisha
Endrit Mëziu
Isak Shabani
[J]. Journal of Cloud Computing, 11
[5] Challenges of Cloud Computing & Big Data Analytics
Gupta, Anita
Mehrotra, Abhay
Khan, P. M.
[J]. 2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 1112 - 1115
[6] Big data analytics in Cloud computing: an overview
Berisha, Blend
Mëziu, Endrit
Shabani, Isak
[J]. Journal of Cloud Computing, 2022, 11 (01)
[7] The Evident Use of Evidence Theory in Big Data Analytics using Cloud Computing
Mcheick, Hamid
Mohammad, Atif Farid
[J]. 2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,
[8] Application of Big Data Analytics via Cloud Computing
Yetis, Yunus
Sara, Ruthvik Goud
Erol, Berat A.
Kaplan, Halid
Akuzum, Abdurrahman
Jamshidi, Mo
[J]. 2016 WORLD AUTOMATION CONGRESS (WAC), 2016,
[9] Cloud Computing Platforms for Big Data Adoption and Analytics
Hussain, Mohammad Jabed
Alsadie, Deafallah
[J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2022, 22 (02): : 290 - 296
[10] An empirical study of cloud computing and big data analytics
[J]. Al-Shawakfa, Emad (shawakfa@yu.edu.jo), 2018, Inderscience Publishers, 29, route de Pre-Bois, Case Postale 856, CH-1215 Geneva 15, CH-1215, Switzerland (09)

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