Machine Learning as a Service Cloud Selection: An MCDM Approach for Optimal Decision Making

SG Bhol, S Mohanty, PK Pattnaik - Procedia Computer Science, 2024 - Elsevier
Abstract Machine Learning as a Service, MLaaS refers to cloud-based platforms that provide
machine learning tools and infrastructure to users, allowing them to access and utilize …

An MCDM method for cloud service selection using a Markov chain and the best-worst method

F Nawaz, MR Asadabadi, NK Janjua… - Knowledge-Based …, 2018 - Elsevier
Due to the increasing number of cloud services, service selection has become a challenging
decision for many organisations. It is even more complicated when cloud users change their …

A novel framework for cloud service evaluation and selection using hybrid MCDM methods

RR Kumar, S Mishra, C Kumar - Arabian Journal for Science and …, 2018 - Springer
With the rapid growth of cloud services in recent years, it is very difficult to choose the
suitable cloud services among those services that provide similar functionality. The non …

[PDF][PDF] A case study on hybrid cloud approach to automate the cloud services based on decision support system

DG Bhatta - 2021 - glccollege.digitallibrary.co.in
Cloud computing (CC) provides substantial technological benefits and allows businesses,
particularly small and medium-sized businesses (SMEs), to save upfront capital investments …

[PDF][PDF] Cloud service ranking with an integration of k-means algorithm and decision-making trail and evaluation laboratory approach

P Goyal, SS Deora - International Journal of Electrical and Computer …, 2024 - academia.edu
The present research focuses on ranking cloud services by using the k-means algorithm
with multi-criteria decision-making (MCDM) approaches that are the prime factor in the …

ClouDSS: A decision support system for cloud service selection

U Şener, E Gökalp, PE Eren - Economics of Grids, Clouds, Systems, and …, 2017 - Springer
Cloud computing brings in significant technical advantages and enables companies,
especially small and medium size enterprises (SMEs), to eliminate up-front capital …

[PDF][PDF] A Systematic Review on Applications of Multi-Criteria Decision Method (MCDM) in Evaluating Factors Influencing User Acceptance of Cloud-Based System‖

Y Gambo, PY Mshelia, N Nachandiya - J. Multidiscip. Eng. Sci. Stud …, 2017 - jmess.org
The cloud based system has the ability to enhance computing process and delivery
computer resources and services irrespective of geographical location and time. This new …

Application of MCDM methods in cloud computing: A literature review

A Kumar, AK Singh, A Garg - Artificial Intelligence, Blockchain …, 2024 - taylorfrancis.com
Cloud computing has become one of the most prominent technologies due to recent
developments in information technology. Because there are so many cloud service …

WNN-EDAS: a wavelet neural network based multi-criteria decision-making approach for cloud service selection

O Gireesha, N Somu, MRG Raman, MS Reddy… - … Intelligence in Pattern …, 2020 - Springer
The omnipresence of the cloud-based applications and the exponential growth of the cloud
services at different dimensions make the selection of user requirement compliant and …

A machine learning-based approach for efficient cloud service selection

U Gandhi, A Bothera, N Garg, Neeraj… - International Advanced …, 2021 - Springer
Cloud computing can be considered a revolutionizing invention of decay. The computing
resources are externally supplied to the user with benefits of scalability, accessibility, pay-as …