Results 11 to 20 of about 4,084 (211)
GAIN-QoS: A Novel QoS Prediction Model for Edge Computing
Journal of Web Engineering, 2021 With recent increases in the number of network-connected devices, the number of edge computing services that provide similar functions has increased. Therefore, it is important to recommend an optimal edge computing service, based on quality-of-service (QoS).
Jiwon Choi +4 more
openaire +2 more sources
Outlier-Resilient Web Service QoS Prediction [PDF]
Proceedings of the Web Conference 2021, 2021 The proliferation of Web services makes it difficult for users to select the most appropriate one among numerous functionally identical or similar service candidates. Quality-of-Service (QoS) describes the non-functional characteristics of Web services, and it has become the key differentiator for service selection. However, users cannot invoke all Web
Fanghua Ye 0001 +4 more
openaire +4 more sources
QoS Prediction Methods in IoT A Survey
2019 IEEE International Conference on Big Data (Big Data), 2019 Emergence of Internet of Things (IoT) concept is expected to deeply change everyday life through a vast number of services and applications. Heterogeneity of IoT networks and unique characteristics of individual services, causes requirement of different quality factors for services and applications.
Beyza Bagiröz +3 more
openaire +3 more sources
ITM Web of Conferences, 2017 Quality of Service (QoS) prediction has played an important role in service computing. However, in the real-world scenario of Web service, many user-observed QoS values are unknown and vary over time.
Xu Jian-Long, Zhu Chang-Sheng
doaj +3 more sources
International Journal of Distributed Sensor Networks, 2015 More recently, with the increasing demand of web services on the World Wide Web used in the Internet of Things (IoTs), there has been a growing interest in the study of efficient web service quality evaluation approaches based on prediction strategies to
Xiong Luo, Hao Luo, Xiaohui Chang
doaj +2 more sources
Web services QoS prediction via matrix completion with structural noise [PDF]
Tongxin xuebao, 2015 With the rapid development of service-oriented computing, more and more Web services with the same or similar function are deployed on the Internet. Usually, before selecting the most suitable service, users need to predict QoS of unused services from ...
Lei CHEN +4 more
doaj +4 more sources
A Statistical Learning Framework for QoS Prediction in V2X
2021 IEEE 4th 5G World Forum (5GWF), 2021 Managing QoS is one of the most critical and challenging aspects for connected and automated driving to be accepted in reality, as pre-agreed QoS Key-Performance-Indicators (KPIs) such as throughput, latency, and packet delivery ratio may not be guaranteed at all times.
Miguel Angel Gutierrez-Estevez +3 more
openaire +2 more sources
Joint QoS prediction for Web services based on deep fusion of features [PDF]
Tongxin xuebao, 2022 In order to solve the problem of insufficient accuracy of Web service QoS prediction, a joint QoS prediction method for Web services based on the deep fusion of features was proposed with considering of the hidden environmental preference information in ...
Jianxun LIU +4 more
doaj +4 more sources
An SVR-based and Location-aware Method for Mobile QoS Prediction [PDF]
Journal of Universal Computer ScienceWith the rapid development of intelligent mobile communication technology, the num­ber of mobile services and the number of mobile users are both continuously increasing.
Lifang Ren, Jing Li, Wenjian Wang
doaj +4 more sources
Complex & Intelligent SystemsThe booming development of the Internet of Things (IoT) has led to an explosion of web services, making it more inconvenient for users to choose satisfactory services among numerous options.
Weiwei Wang, Wenping Ma, Kun Yan
doaj +2 more sources