International Journal of Informatics and Communication Technology (IJ-ICT)
Vol 9, No 2: August 2020

Cloud computing survey on services, enhancements and challenges in the era of machine learning and data science

Wajid Hassan (Indiana State University)
Te-Shun Chou (East Carolina University)
Omar Tamer (CalPoly Pomona)
John Pickard (East Carolina University)
Patrick Appiah-Kubi (University of Maryland University College)
Leslie Pagliari (East Carolina University)



Article Info

Publish Date
01 Aug 2020

Abstract

Cloud computing has sweeping impact on the human productivity. Today it’s used for Computing, Storage, Predictions and Intelligent Decision Making, among others. Intelligent Decision Making using Machine Learning has pushed for the Cloud Services to be even more fast, robust and accurate. Security remains one of the major concerns which affect the cloud computing growth however there exist various research challenges in cloud computing adoption such as lack of well managed service level agreement (SLA), frequent disconnections, resource scarcity, interoperability, privacy, and reliability. Tremendous amount of work still needs to be done to explore the security challenges arising due to widespread usage of cloud deployment using Containers. We also discuss Impact of Cloud Computing and Cloud Standards. Hence in this research paper, a detailed survey of cloud computing, concepts, architectural principles, key services, and implementation, design and deployment challenges of cloud computing are discussed in detail and important future research directions in the era of Machine Learning and Data Science have been identified.

Copyrights © 2020






Journal Info

Abbrev

IJICT

Publisher

Subject

Computer Science & IT

Description

International Journal of Informatics and Communication Technology (IJ-ICT) is a common platform for publishing quality research paper as well as other intellectual outputs. This Journal is published by Institute of Advanced Engineering and Science (IAES) whose aims is to promote the dissemination of ...