A data-characteristic-aware latent factor model for web services QoS prediction
How to accurately predict unknown quality-of-service (QoS) data based on observed ones is
a hot yet thorny issue in Web service-related applications. Recently, a latent factor (LF) …
a hot yet thorny issue in Web service-related applications. Recently, a latent factor (LF) …
The cloud-edge-based dynamic reconfiguration to service workflow for mobile ecommerce environments: a QoS prediction perspective
H Gao, W Huang, Y Duan - ACM Transactions on Internet Technology …, 2021 - dl.acm.org
The emergence of mobile service composition meets the current needs for real-time
eCommerce. However, the requirements for eCommerce, such as safety and timeliness, are …
eCommerce. However, the requirements for eCommerce, such as safety and timeliness, are …
QoS prediction for service recommendation with features learning in mobile edge computing environment
In recent years, deep neural networks have achieved exciting results in a variety of tasks,
and many fields try to introduce neural network techniques. In mobile edge computing, there …
and many fields try to introduce neural network techniques. In mobile edge computing, there …
Mining consuming behaviors with temporal evolution for personalized recommendation in mobile marketing apps
Recently, more and more mobile apps are employed in the marketing field with technical
advances. Mobile marketing apps have become a prevalent way for enterprise marketing …
advances. Mobile marketing apps have become a prevalent way for enterprise marketing …
Transformation-based processing of typed resources for multimedia sources in the IoT environment
Web services are middleware designed to support the interoperation between different
software systems and devices over the Web. Today, we encounter a variety of situations in …
software systems and devices over the Web. Today, we encounter a variety of situations in …
QoS prediction for service recommendation with deep feature learning in edge computing environment
Along with the popularity of intelligent services and mobile services, service
recommendation has become a key task, especially the task based on quality-of-service …
recommendation has become a key task, especially the task based on quality-of-service …
An EDA-GA hybrid algorithm for multi-objective task scheduling in cloud computing
S Pang, W Li, H He, Z Shan, X Wang - IEEE Access, 2019 - ieeexplore.ieee.org
As one of the hot issues in cloud computing, task scheduling is an important way to meet
user needs and achieve multiple goals. With the increasing number of cloud users and …
user needs and achieve multiple goals. With the increasing number of cloud users and …
Location-aware service recommendation with enhanced probabilistic matrix factorization
Y Yin, L Chen, J Wan - IEEE Access, 2018 - ieeexplore.ieee.org
Owing to the ever-growing popularity of mobile computing, a large number of services have
been developed for a variety of users. Considering this, recommending useful services to …
been developed for a variety of users. Considering this, recommending useful services to …
Toward service selection for workflow reconfiguration: An interface-based computing solution
Due to the open and diverse features of the Internet, applications need an effective method
of performing a workflow reconfiguration to achieve both the functional behaviors and non …
of performing a workflow reconfiguration to achieve both the functional behaviors and non …
Modeling data, information and knowledge for security protection of hybrid IoT and edge resources
Currently, with the growth of the Internet of Things devices and the emergence of massive
edge resources, security protection content has not only empowered IoT devices with the …
edge resources, security protection content has not only empowered IoT devices with the …