Results 31 to 40 of about 4,084 (211)

Contexts Enhance Accuracy: On Modeling Context Aware Deep Factorization Machine for Web API QoS Prediction

open access: yesIEEE Access, 2020
Service-oriented computing (SOC) promises a world of cooperating services loosely connected, constructing agile Web applications in heterogeneous environments conveniently.
Limin Shen   +5 more
doaj   +1 more source

A novel QoS-aware prediction approach for dynamic web services. [PDF]

open access: yesPLoS ONE, 2018
Web service has become irreplaceable for service-oriented application in both academia and industry in recent years. Quality of Service (QoS) is used to describe the nonfunctional characteristics of Web service. Identifying Web service QoS is crucial for
Yiguang Song, Li Hu, Ming Yu
doaj   +1 more source

OffDQ: An Offline Deep Learning Framework for QoS Prediction

open access: yes, 2023
With the increasing trend of web services over the Internet, developing a robust Quality of Service (QoS) prediction algorithm for recommending services in real-time is becoming a challenge today. Designing an efficient QoS prediction algorithm achieving
Chattopadhyay, S   +3 more
core   +1 more source

A Collaborative Filtering QoS Prediction and Service Recommendation Method for Internet of Things [PDF]

open access: yesJisuanji gongcheng, 2016
Aiming at the problems that more and more software and hardware functions of Internet of Things(IoT)are provided as services,and the Quality of Service(QoS)of IoT services is difficult to predict,a method of QoS prediction and service recommendation for ...
YANG Huaizhou,ZHANG Liumei
doaj   +1 more source

QoS-Aware Algorithm Based on Task Flow Scheduling in Cloud Computing Environment

open access: yesSensors, 2022
This paper deals with the challenging problem of scheduling users’ tasks, while taking into consideration users’ quality of service (QoS) requirements, with the objective of reducing the energy consumption of physical machines.
Mohamed Ali Rakrouki, Nawaf Alharbe
doaj   +1 more source

Toward Highly-Efficient and Accurate Services QoS Prediction via Machine Unlearning

open access: yesIEEE Access, 2023
Personalized Internet of Things (IoT) services prediction based on Quality-of-Service (QoS) is an indispensable technique for selecting appropriate services for each user.
Yuxiang Zeng   +5 more
doaj   +1 more source

CAHPHF: Context-Aware Hierarchical QoS Prediction with Hybrid Filtering

open access: yes, 2023
IEEE With the proliferation of Internet-of-Things and continuous growth in the number of web-services at the Internet-scale, service-recommendation is becoming a challenge nowadays.
Chattopadhyay, S   +2 more
core   +1 more source

Research on the Influence of Sampling Methods for the Accuracy of Web Services QoS Prediction

open access: yesIEEE Access, 2019
In recent years, as the number of Web services, increases dramatically, the personalized Web service recommendation has become a hot topic in both academia and industry.
Jun Li, Jian Lin
doaj   +1 more source

Neighborhood-aware web service quality prediction using deep learning

open access: yesEURASIP Journal on Wireless Communications and Networking, 2019
With the rapid growth of web services on the Internet, it becomes more difficult for users who want to choose the high-quality web services from a large number of functionally equivalent candidate services. Therefore, the prediction of quality of service
Ying Jin   +3 more
doaj   +1 more source

Modeling and Development of a Novel Quality of Service Prediction Model for Global System for Mobile Communications Network using Artificial Neural Networks

open access: yesJournal of Applied Science & Process Engineering, 2020
Quality of service (QoS) performance evaluation is an essential indicator in determining the efficiency of services rendered by an industry. Comparison of some key performance indicators with standard threshold values has been a major approach for ...
Jide Julius Popoola, Adewale Enoch Areo
doaj   +1 more source

Home - About - Disclaimer - Privacy