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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   +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   +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   +4 more
semanticscholar   +1 more source

Energy Efficiency Maximization in NOMA Enabled Backscatter Communications With QoS Guarantee

IEEE Wireless Communications Letters, 2021
Energy efficiency (EE) is an important performance metric in communication systems. However, to the best of our knowledge, the energy-efficient resource allocation (RA) problem in non-orthogonal multiple access enabled backscatter communication networks (
Yongjun Xu   +5 more
semanticscholar   +1 more source

A QoS-Aware Service Composition Mechanism in the Internet of Things Using a Hidden-Markov-Model-Based Optimization Algorithm

IEEE Internet of Things Journal, 2021
Recently, a new technology topic has been known as the Internet of Things (IoT), where all devices like smartphones, smart TVs, medical and healthcare ones, and home appliances have been applied for data generating.
Seyedsalar Sefati, N. Navimipour
semanticscholar   +1 more source

Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors

IEEE Transactions on Cybernetics, 2020
Quality-of-service (QoS) data vary over time, making it vital to capture the temporal patterns hidden in such dynamic data for predicting missing ones with high accuracy.
Xin Luo   +3 more
semanticscholar   +1 more source

Resilient Load Frequency Control of Cyber-Physical Power Systems Under QoS-Dependent Event-Triggered Communication

IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021
This article investigates resilient event-triggered load frequency control (LFC) of multiarea power systems under nonideal network environments. Under the sample-data framework, a novel QoS-dependent event-triggered communication (QEC) scheme is ...
Hongtao Sun   +4 more
semanticscholar   +1 more source

Context-Aware QoS Prediction With Neural Collaborative Filtering for Internet-of-Things Services

IEEE Internet of Things Journal, 2020
With the prevalent application of Internet of Things (IoT) in real world, services have become a widely used means of providing configurable resources.
Honghao Gao   +5 more
semanticscholar   +1 more source

Similarity-Maintaining Privacy Preservation and Location-Aware Low-Rank Matrix Factorization for QoS Prediction Based Web Service Recommendation

IEEE Transactions on Services Computing, 2021
Web service recommendation plays an important role in building service-oriented systems. QoS-based Web service recommendation has recently gained much attention for providing a promising way to help users find high-quality services. To accurately predict
Xiaoke Zhu   +6 more
semanticscholar   +1 more source

CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers

International Symposium on High-Performance Computer Architecture, 2020
Large-scale data centers run latency-critical jobs with quality-of-service (QoS) requirements, and throughput-oriented background jobs, which need to achieve high perfor-mance.
Tirthak Patel, Devesh Tiwari
semanticscholar   +1 more source

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