A survey on resource management for cloud native mobile computing: opportunities and challenges

SY Huang, CY Chen, JY Chen, HC Chao - Symmetry, 2023 - mdpi.com
Fifth-generation mobile communication networks (5G)/Beyond 5G (B5G) can achieve higher
data rates, more significant connectivity, and lower latency to provide various mobile …

DeepFogAQ: A fog-assisted decentralized air quality prediction and event detection system

MU Şimsek, İ Kök, S Özdemir - Expert Systems with Applications, 2024 - Elsevier
Air pollution is a pervasive environmental and public health concern, prompting the
imperative development of predictive systems to facilitate proactive interventions. The …

Speculative container scheduling for deep learning applications in a kubernetes cluster

Y Mao, Y Fu, W Zheng, L Cheng, Q Liu… - IEEE Systems …, 2021 - ieeexplore.ieee.org
In the past decade, we have witnessed a dramatically increasing volume of data collected
from various sources. To maximize utilization, various machine and deep learning models …

Optimization of edge resources for deep learning application with batch and model management

S Kum, S Oh, J Yeom, J Moon - Sensors, 2022 - mdpi.com
As deep learning technology paves its way, real-world applications that make use of it
become popular these days. Edge computing architecture is one of the service architectures …

KubeAdaptor: a docking framework for workflow containerization on Kubernetes

C Shan, Y Xia, Y Zhan, J Zhang - Future Generation Computer Systems, 2023 - Elsevier
As Kubernetes becomes the infrastructure of the cloud-native era, the integration of workflow
systems with Kubernetes is gaining more and more popularity. However, when migrating the …

[HTML][HTML] Модель модуля динамической генерации персональных предложений дополнительных услуг для пассажиров авиакомпаний

АД Столяров, ВВ Гордеев… - Экономика и …, 2023 - cyberleninka.ru
Цель. Сформировать оптимальную модель программного модуля для генерации
персональных предложений. Задачи. Рассмотреть функциональные требования к …

Perfsim: A performance simulator for cloud native microservice chains

MG Khan, J Taheri, A Al-Dulaimy… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cloud native computing paradigm allows microservice-based applications to take
advantage of cloud infrastructure in a scalable, reusable, and interoperable way. However …

Cdascaler: A cost-effective dynamic autoscaling approach for containerized microservices

N Shafi, M Abdullah, W Iqbal, A Erradi, F Bukhari - Cluster Computing, 2024 - Springer
Microservices are containerized, loosely coupled, interactive smaller units of the application
that can be deployed, reused, and maintained independently. In a microservices-based …

Kubernetes virtual warehouse placement based on reinforcement learning

H Li, D Li, WE Wong, D Zeng, M Zhao - International Journal of …, 2021 - ijpe-online.com
As a method to build and run applications, cloud native can make frequent and predictable
major changes to the system, is closely correlated to the fast iteration and automated …

A formal approach for the identification of redundant authorization policies in Kubernetes

E Zahoor, M Chaudhary, S Akhtar, O Perrin - Computers & Security, 2023 - Elsevier
Application containerization allows for efficient resource utilization and improved
performance when compared to traditional virtualization techniques. However, managing …