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[HTML][HTML] The challenges and compatibility of mobility management solutions for future networks
Wireless network devices can attain the required level of quality of service (QoS) and
maintain connectivity even after detaching from a current point of access. This detachment …
maintain connectivity even after detaching from a current point of access. This detachment …
[HTML][HTML] Global quality of service (QoX) management for wireless networks
In the fast-changing technological landscape, novel applications are emerging with the
potential to reshape the world. These applications, while promising, impose stringent …
potential to reshape the world. These applications, while promising, impose stringent …
Graphs get personal: learning representation with contextual pretraining for collaborative filtering
The interactions of users and items in recommender systems can be naturally modeled as
user-item bipartite graphs. The iterative propagation of graph neural networks (GNN) can …
user-item bipartite graphs. The iterative propagation of graph neural networks (GNN) can …
TRCF: Temporal reinforced collaborative filtering for time-aware QoS prediction
The proliferation of homogeneous web services has necessitated the task of predicting
vacant Quality of Service (QoS) for service-oriented downstream tasks. Existing approaches …
vacant Quality of Service (QoS) for service-oriented downstream tasks. Existing approaches …
FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction
With the overwhelming explosion of Web services, how to effectively predict unknown QoS
has become a key issue of differentiating large-scale similar or functionally equivalent Web …
has become a key issue of differentiating large-scale similar or functionally equivalent Web …
Deep learning model for personalized web service recommendations using attention mechanism
The big volume of candidate Web services and their differences make it hard for developers
to discover a set of appropriate ones for mashup creation. Thus, recommending suitable …
to discover a set of appropriate ones for mashup creation. Thus, recommending suitable …
Mvgcl: Multi-view graph contrastive learning for service recommendation
In service recommender system, graph neural networks (GNNs) perform message passing
through diffusion mechanism based on user-service relationship graph. However, existing …
through diffusion mechanism based on user-service relationship graph. However, existing …
Device-Specific QoE Enhancement Through Joint Communication and Computation Resource Scheduling in Edge-Assisted IoT Systems
With rapid adoption in vertical industries and further assistance of edge computing, Internet
of Things (IoT) applications are experiencing phenomenal growth. However, the …
of Things (IoT) applications are experiencing phenomenal growth. However, the …
A Resource-Constrained Multi-level SLA Customization Approach Based on QoE Analysis of Large-Scale Customers
The user-centered service paradigm has attracted extensive attention from academia and
industry. It advocates taking customer requirements as the orientation, maximizing customer …
industry. It advocates taking customer requirements as the orientation, maximizing customer …
Artificial Intelligence-Aided SLA Planning via Reverse Engineering the QoE/QoS Relations
Along with the growth of the Internet comes a competitive environment among Internet
service providers. In this regard, quality of service (QoS) and customer's quality of …
service providers. In this regard, quality of service (QoS) and customer's quality of …