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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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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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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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QoS Prediction Methods in IoT A Survey
2019 IEEE International Conference on Big Data (Big Data), 2019Emergence 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
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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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QoS Ranking Prediction for Cloud Services
IEEE Transactions on Parallel and Distributed Systems, 2013Cloud computing is becoming popular. Building high-quality cloud applications is a critical research problem. QoS rankings provide valuable information for making optimal cloud service selection from a set of functionally equivalent service candidates. To obtain QoS values, real-world invocations on the service candidates are usually required. To avoid
Zibin Zheng +4 more
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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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Prediction Based QoS Routing in MANETs
2006The aim of this work is to propose a QoS routing algorithm in MANETs. The proposed algorithm predicts the future states of nodes including buffer level and position. Predicting the future state of node, the algorithm could decide whether a node is a good selection as a router or not.
Shahram Mohrehkesh +2 more
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QoS Predictability of Internet Services
2010The paper presents problems of QoS (Quality of Service) predictability of network services (mainly in WAN environment). In the first part we present general remarks on QoS predictability problem, mentioning some research projects and available resources.
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Temporal Pattern Based QoS Prediction
2016Quality-of-Service QoS is critical for selecting the optimal Web service from a set of functionally equivalent service candidates. Since QoS performance of Web services are unfixed and highly related to the service status and network environments which are variable against time, it is critical to obtain the missing QoS values of candidate services at ...
Liang Chen 0001 +5 more
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