Results 201 to 210 of about 167,588 (267)

A Double-Space and Double-Norm Ensembled Latent Factor Model for Highly Accurate Web Service QoS Prediction

IEEE Transactions on Services Computing, 2023
Quality-of-Service (QoS), which describes the non-functional characteristics of Web service, is of great significance in service selection. Since users cannot invoke all services to obtain the corresponding QoS data, QoS prediction becomes a hot yet ...
Di Wu, Peng Zhang, Yi He, Xin Luo
semanticscholar   +1 more source

A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction

IEEE Transactions on Knowledge and Data Engineering, 2022
How to accurately predict unknown quality-of-service (QoS) data based on observed ones is a hot yet thorny issue in Web service-related applications. Recently, a latent factor (LF) model has shown its efficiency in addressing this issue owing to its high
Di Wu, Xin Luo, Mingsheng Shang, Yi He, Guoyin Wang, Xindong Wu   +5 more
semanticscholar   +1 more source

A Posterior-Neighborhood-Regularized Latent Factor Model for Highly Accurate Web Service QoS Prediction

IEEE Transactions on Services Computing, 2022
Neighborhood regularization is highly important for a latent factor (LF)-based Quality-of-Service (QoS)-predictor since similar users usually experience similar QoS when invoking similar services.
Di Wu, Qiang He, Xin Luo, Mingsheng Shang, Yi He, Guoyin Wang   +5 more
semanticscholar   +1 more source

Sinan: ML-based and QoS-aware resource management for cloud microservices

International Conference on Architectural Support for Programming Languages and Operating Systems, 2021
Cloud applications are increasingly shifting from large monolithic services, to large numbers of loosely-coupled, specialized microservices. Despite their advantages in terms of facilitating development, deployment, modularity, and isolation ...
Yanqi Zhang, Weizhe Hua, Zhuangzhuang Zhou, Ed Suh, Christina Delimitrou, WeizheHua   +5 more
semanticscholar   +1 more source

QoS-Guarantee Resource Allocation for Multibeam Satellite Industrial Internet of Things With NOMA

IEEE Transactions on Industrial Informatics, 2021
The traditional ground industrial Internet of Things (IIoT) cannot supply wireless interconnections anywhere due to its small-scale communication coverage.
Xin Liu, X. Zhai, Weidang Lu, Celimuge Wu   +3 more
semanticscholar   +1 more source

Context-Aware and Adaptive QoS Prediction for Mobile Edge Computing Services

IEEE Transactions on Services Computing, 2022
Mobile edge computing (MEC) allows the use of its services with low latency, location awareness and mobility support to make up for the disadvantages of cloud computing, and has gained a considerable momentum recently.
Zhizhong Liu, Quan Z. Sheng, Xiaofei Xu, Dian-Hui Chu, W. Zhang   +4 more
semanticscholar   +1 more source