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AERQP: adaptive embedding representation-based QoS prediction for web service recommendation
Over the last few years, abundant and diverse Web services have migrated to the cloud. However, the disparity of the cloud environment renders...
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QoS prediction in intelligent edge computing based on feature learning
With the development of 5G and 6G, more computing and network resources on edge nodes are deployed close to the terminal. Meanwhile, the number of...
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Convolutional Neural Network Based QoS Prediction with Dimensional Correlation
In recent years, massive services that provide similar functions continue to emerge. Since services sensitive to latency and throughput are often...
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S-RAP: relevance-aware QoS prediction in web-services and user contexts
With quick advancement in web technology, web-services offered on internet are growing quickly, making it challenging for users to choose a...
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Deep Neural Network-Based Approach for IoT Service QoS Prediction
Building innovative and complex applications on top of the Internet of Things (IoT) services provided by huge connected devices and software while...
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An Energy-Efficient and QoS-Preserving Hybrid Cross-Layer Protocol Design for Deep Learning-Based Air Quality Monitoring and Prediction
Cross-layer design countenances protocols belonging to diverse layers to collaborate and share network status information which ensures that...
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Qos-based web service selection using time-aware collaborative filtering: a literature review
The proliferation of available Web services presents a big challenge in selecting suitable services. Various methods have been devised to predict...
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QoS Prediction via Multi-scale Feature Fusion Based on Convolutional Neural Network
Quality of Service (QoS) prediction is a crucial aspect in service management. However, the existing QoS prediction methods face several limitations,...
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Multi-dimensional Sequential Contrastive Learning for QoS Prediction
Quality of service (QoS) is the main factor in service selection and recommendation, and it is influenced by dynamic factors, such as network...
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Enhanced Time-Aware Collaborative Filtering for QoS Web Service Prediction
Predicting Quality of Service (QoS) is an essential task in Service Oriented Computing (SOC). In service selection, choosing the right services is a...
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A hybrid tensor factorization approach for QoS prediction in time-aware mobile edge computing
Withthe rapid development of mobile Internet and wireless technologies, edge servers in mobile edge computing (MEC) provide a large number of mobile...
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An Adaptive Parameter DBSCAN Clustering and Reputation-Aware QoS Prediction Method
QoS prediction for Web services is a hot research topic in service computing, driving the development of service recommendation techniques....
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SHA: QoS-Aware Software and Hardware Auto-Tuning for Database Systems
While databases are widely-used in commercial user-facing services that have stringent quality-of-service (QoS) requirement, it is crucial to ensure...
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Uncertainty QoS-aware services composition: a systematic literature review for services community
With the increasing number of services and the massive data generated by the Web, a lot of services that have similar functionalities but different...
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A Multi-stack Denoising Autoencoder for QoS Prediction
In the era of network information overload, personalized service recommendation is paid more and more attention by researchers, and Quality of...
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RNL: A Robust and Highly-Efficient Model for Time-Aware Web Service QoS Prediction
Accurately and efficiently predicting unknown time-varying quality-of-service (QoS) data based on observed ones is essential in time-aware Web...
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Collaborative QoS Prediction via Context-Aware Factorization Machine
With the prevalence of Web/Cloud/IoT services on the Internet, to select service with high quality is of paramount importance for building reliable...
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Assessing cloud QoS predictions using OWA in neural network methods
Quality of Service (QoS) is the key parameter to measure the overall performance of service-oriented applications. In a myriad of web services, the...
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QoS Prediction based on temporal information and request context
Due to the complex and dynamic nature of the Internet, the status of services and their qualities (QoS) change frequently. It is thus important to...
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Dynamic service prioritization with predicted intervals for QoS-sensitive service migrations in MEC
Service migrations in Multi-access Edge Compute (MEC) infrastructure are complex due to the geographically distributed infrastructure, limited...
