Towards network-aware resource provisioning in kubernetes for fog computing applications

J Santos, T Wauters, B Volckaert… - 2019 IEEE Conference …, 2019 - ieeexplore.ieee.org
Nowadays, the Internet of Things (IoT) continues to expand at enormous rates. Smart Cities
powered by connected sensors promise to transform public services from transportation to …

An autonomic resource provisioning approach for service-based cloud applications: A hybrid approach

M Ghobaei-Arani, S Jabbehdari… - Future Generation …, 2018 - Elsevier
In cloud computing environment, resources can be dynamically provisioned on deman for
cloud services The amount of the resources to be provisioned is determined during runtime …

Enhanced resource allocation in distributed cloud using fuzzy meta-heuristics optimization

AK Sangaiah, A Javadpour, P Pinto, S Rezaei… - Computer …, 2023 - Elsevier
Cloud computing is a modern technology that has become popular today. A large number of
requests has made it essential to propose a resources allocation framework for arriving …

Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach

G Yu, P Chen, Z Zheng - IEEE Transactions on Cloud …, 2020 - ieeexplore.ieee.org
Recently, the microservice becomes a popular architecture to construct cloud native systems
due to its agility. In cloud native systems, autoscaling is a key enabling technique to adapt to …

Online scheduling of dependent tasks of cloud's workflows to enhance resource utilization and reduce the makespan using multiple reinforcement learning-based …

A Asghari, MK Sohrabi, F Yaghmaee - Soft Computing, 2020 - Springer
Due to different heterogeneous cloud resources and diverse and complex applications of
the users, an optimal task scheduling, which can satisfy users and cloud service providers …

An autonomic approach for resource provisioning of cloud services

M Ghobaei-Arani, S Jabbehdari, MA Pourmina - Cluster Computing, 2016 - Springer
Recently, there has been a significant increase in the use of cloud-based services that are
offered in software as a service (SaaS) models by SaaS providers, and irregular access of …

A comparison of reinforcement learning frameworks for software testing tasks

PS Nouwou Mindom, A Nikanjam, F Khomh - Empirical Software …, 2023 - Springer
Software testing activities scrutinize the artifacts and the behavior of a software product to
find possible defects and ensure that the product meets its expected requirements. Although …

An autonomic resource provisioning framework for efficient data collection in cloudlet-enabled wireless body area networks: a fuzzy-based proactive approach

T Bhardwaj, SC Sharma - Soft Computing, 2019 - Springer
Integrating wireless body area networks (WBANs) with cloudlet introduces an edge-of-things
computing environment for pervasive applications. The variation in the number of active …

Prediction methods for effective resource provisioning in cloud computing: A survey

KD Kumar, E Umamaheswari - Multiagent and Grid Systems, 2018 - content.iospress.com
Nowadays, most of the companies are shifting from desktop PCs application to cloud based
applications deployed on clouds to provide the effective services in the heterogeneous …

Dynamic resource provisioning for service-based cloud applications: A Bayesian learning approach

R Panwar, M Supriya - Journal of Parallel and Distributed Computing, 2022 - Elsevier
Deciding the correct extent of resources needed to run the various cloud services is always
a challenge. Often in such dynamic environments, there is a tremendous need for accurate …