Context-aware QoS prediction with neural collaborative filtering for Internet-of-Things services

H Gao, Y Xu, Y Yin, W Zhang, R Li… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
With the prevalent application of Internet of Things (IoT) in real world, services have become
a widely used means of providing configurable resources. As the number of services is large …

Identification of trustworthy cloud services: solution approaches and research directions to build an automated cloud broker

M Marimuthu, J Akilandeswari, PR Chelliah - Computing, 2022 - Springer
There are several public cloud service providers (CSPs) across the globe supplying a
variety of application, platform, middleware, database, and infrastructure services. The …

Similarity-maintaining privacy preservation and location-aware low-rank matrix factorization for QoS prediction based web service recommendation

X Zhu, XY Jing, D Wu, Z He, J Cao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Web service recommendation plays an important role in building service-oriented systems.
QoS-based Web service recommendation has recently gained much attention for providing …

A deep neural network-based collaborative filtering using a matrix factorization with a twofold regularization

A Noulapeu Ngaffo, Z Choukair - Neural computing and applications, 2022 - Springer
In recent years, the ever-growing contents (movies, clothes, books, etc.) accessible and
buyable via the Internet have led to the information overload issue and therefore the item …

Comparing time series with machine learning-based prediction approaches for violation management in cloud SLAs

W Hussain, FK Hussain, M Saberi, OK Hussain… - Future Generation …, 2018 - Elsevier
In cloud computing, service level agreements (SLAs) are legal agreements between a
service provider and consumer that contain a list of obligations and commitments which …

A cloud services recommendation system based on Fuzzy Formal Concept Analysis

H Mezni, T Abdeljaoued - Data & Knowledge Engineering, 2018 - Elsevier
Cloud computing is an attractive paradigm which offers variant services on demand. Many
available cloud services offer the same or similar functionalities, which made it challenging …

The need of an optimal QoS repository and assessment framework in forming a trusted relationship in cloud: A systematic review

A Alghamdi, W Hussain, A Alharthi… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
Due to the cost-effectiveness and scalable features of the cloud the demand of its services is
increasing every next day. Quality of Service (QOS) is one of the crucial factor in forming a …

A time-aware service recommendation based on implicit trust relationships and enhanced user similarities

A Noulapeu Ngaffo, W El Ayeb, Z Choukair - Journal of Ambient …, 2021 - Springer
In recent years, the ever-increasing number of cloud services has led to the service targeting
issue. It becomes challenging to provide users with services that fit their needs …

Classification of coral reef submarine images and videos using a novel Z with tilted Z local binary pattern (Z⊕ TZLBP)

N Ani Brown Mary, D Dejey - Wireless Personal Communications, 2018 - Springer
In this paper, a novel feature descriptor named Z with Tilted Z Local Binary Pattern (Z⊕
TZLBP) is proposed for extracting coral reef image features efficiently. The aim is to reduce …

Service recommendation driven by a matrix factorization model and time series forecasting

AN Ngaffo, WE Ayeb, Z Choukair - Applied Intelligence, 2022 - Springer
The rise of high-quality cloud services has made service recommendation a crucial research
question. Quality of Service (QoS) is widely adopted to characterize the performance of …