Results 21 to 30 of about 8,251,079 (331)

An Auto-Scaling Approach for Microservices in Cloud Computing Environments

open access: yesJournal of Grid Computing, 2023
Abstract Today, web applications are one of the most common applications providing service to users. Web application providers have moved their applications to cloud data centers. In this regard, microservices have become a famous architecture for building cloud-native applications.
Matineh ZargarAzad, Mehrdad Ashtiani
semanticscholar   +2 more sources

Hybrid Auto-Scaled Service-Cloud-Based Predictive Workload Modeling and Analysis for Smart Campus System

open access: yesIEEE Access, 2021
The internet of things is an emerging technology used in cloud computing and provides many services of the cloud. The cloud services users mostly suffer from service delays and disruptions due to service cloud resource management based on vertical and ...
Mirza Abdur Razzaq   +5 more
doaj   +1 more source

Auto-scaling Applications in Edge Computing [PDF]

open access: yesProceedings of the International Conference on Big Data and Internet of Thing, 2017
The perspective of online services such as Internet of Things (IoT) applications has impressively evolved over the last recent years as they are becoming more and more time-sensitive, maintained at decentralized locations and easily affected by the changing workload intensity at runtime.
Salman Taherizadeh, Vlado Stankovski
openaire   +3 more sources

An Automatic CADI’s Ionogram Scaling Software Tool for Large Ionograms Data Analytics

open access: yesIEEE Access, 2022
Scale the ionosonde ionograms to produce accurate readings is a professional manual scaling technique. However, there is a high demand for auto-scaling software that can manage a large number of ionograms in order to avoid the time and effort involved in
T. Venkateswara Rao   +2 more
doaj   +1 more source

gym-hpa: Efficient Auto-Scaling via Reinforcement Learning for Complex Microservice-based Applications in Kubernetes

open access: yesIEEE/IFIP Network Operations and Management Symposium, 2023
Containers have revolutionized application deployment and life-cycle management in current cloud platforms. Applications have evolved from large monoliths to complex graphs of loosely-coupled microservices aiming to improve deployment flexibility and ...
JosĂ© Santos   +3 more
semanticscholar   +1 more source

DEPAS: a decentralized probabilistic algorithm for auto-scaling [PDF]

open access: yesComputing, 2012
The dynamic provisioning of virtualized resources offered by cloud computing infrastructures allows applications deployed in a cloud environment to automatically increase and decrease the amount of used resources. This capability is called auto-scaling and its main purpose is to automatically adjust the scale of the system that is running the ...
Nicolò Maria Calcavecchia   +4 more
openaire   +3 more sources

Archival bundle of the code used for "Predictive Auto-scaling with OpenStack Monasca" (UCC 2021)

open access: yes, 2021
Companion repo of the UCC 2021 paper "Predictive Auto-scaling with OpenStack Monasca" (https://github.com/giacomolanciano/UCC2021-predictive-auto-scaling ...
Bacciu, Davide   +4 more
core   +1 more source

Efficient Computation of Optimal Thresholds in Cloud Auto-scaling Systems

open access: yesACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2023
We consider a horizontal and dynamic auto-scaling technique in a cloud system where virtual machines hosted on a physical node are turned on and off to minimise energy consumption while meeting performance requirements.
Thomas Tournaire   +2 more
semanticscholar   +1 more source

Auto-scaling Vision Transformers without Training

open access: yesCoRR, 2022
This work targets automated designing and scaling of Vision Transformers (ViTs). The motivation comes from two pain spots: 1) the lack of efficient and principled methods for designing and scaling ViTs; 2) the tremendous computational cost of training ViT that is much heavier than its convolution counterpart.
Wuyang Chen 0001   +5 more
openaire   +3 more sources

The 3-Axis Scalable Service-Cloud Resource Modeling for Burst Prediction Under Smart Campus Scenario

open access: yesIEEE Access, 2021
Internet of Things (IoT) enables smart campuses more convenient for cloud services. The availability of cloud resources to its users appears as a fundamental challenge. The existing research presents several auto-scaling techniques to scale the resources
Mirza Abdur Razzaq   +6 more
doaj   +1 more source

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