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CAPred: A Prediction Model for Timely QoS
2015 IEEE International Conference on Web Services, 2015With the rapidly growing number of Web services, how to identify high quality Web services becomes a hot research topic. User-side QoS evaluation on Web services is a key measurement to choose the optimal Web service from a set of Web services with similar functions.
Yao Zhao 0004 +3 more
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IoTPredict: Collaborative QoS Prediction in IoT
2018 IEEE International Conference on Pervasive Computing and Communications (PerCom), 2018Internet of Things (IoT) applications can be built from a number of heterogeneous services provided by a range of devices, which are potentially resource constrained and/or mobile. As these services and applications continue to be more widespread, a key research question is how to predict user-side quality of service (QoS), to ensure the optimal ...
Gary White +3 more
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Predicting QoS Characteristics on Wireless Networks
International Conference on Networking and Services (ICNS '07), 2007Nowadays, wireless network traffic exhibits peculiar and unpredictable behaviors that can be attributed to the combination of different factors: the varying number of users, the capacity of the network access points, network traffic matrices, users' mobility, background traffic, diversity of applications, services and user behaviors.
Paulo Salvador 0001 +2 more
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Quantitative Evaluation of QoS Prediction in IoT
2017 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2017Internet of Things (IoT) applications, are typically built from services provided by heterogeneous devices, which are potentially resource constrained and/or mobile. These services and applications are widespread and a key research question is how to predict user side quality of service (QoS), to ensure optimal selection and composition of services ...
Gary White +3 more
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Network Performance QoS Prediction
2014This paper deals with QoS prediction of triple play services in IP networks. Based on our proposed model, speech or video quality can be calculated with regard to policies applied for packet processing by routers and to the level of total network utilization.
Jaroslav Frnda +2 more
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QoS Prediction Based on Context-QoS Association Mining
2017Both the functional properties and the non-functional properties (known as quality of service, QoS) should be considered when recommending services. In mobile environment, the services are referred to under different contexts. Context-aware collaborative filtering is often employed to predict the QoS of candidate services when a user submits a service ...
Yang Hu, Qibo Sun, Jinglin Li
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An Online Prediction Approach for Dynamic QoS
2016 IEEE International Conference on Services Computing (SCC), 2016With the rapidly growing number of Web services, how to identify high quality Web services has become a hot topic. Quality of Service (QoS) is a key criterion for the choice of optimal Web services from a set of candidate Web services with similar functions. However, QoS data is acquired through the invocation of services from users.
Haiyan Wang, Xuxiao Zheng
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2017
The exponential growth of Web service makes building high-quality service-oriented systems an urgent and crucial research problem. Performance of the service-oriented systems highly depends on the remote Web services as well as the unpredictability of the Internet.
Yilei Zhang, Michael R. Lyu
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The exponential growth of Web service makes building high-quality service-oriented systems an urgent and crucial research problem. Performance of the service-oriented systems highly depends on the remote Web services as well as the unpredictability of the Internet.
Yilei Zhang, Michael R. Lyu
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Joint Modeling of MANET Characteristics for QoS Prediction
2007 IEEE Symposium on Computers and Communications, 2007Mobile Ad-hoc Networks (MANETs) are particularly difficult to manage due to the highly dynamic nature of its traffic, caused by variations on the number of users, their locations and the type of applications they use. This paper proposes a new modeling framework for mobile ad-hoc networks that integrates all important functional characteristics of a ...
António Nogueira +2 more
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QoS Predictability in V2X Communication with Machine Learning
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020An important use case in fifth generation systems are vehicular applications, where, reliability and low latency are the main requirements. In order to determine if a vehicular application can be used one can apply machine learning (ML) tools to determine if these constraints are met, which open questions such as “which data is available”, “which ...
Darlan C. Moreira +4 more
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