Auto-Scaling Techniques in Cloud Computing: Issues and Research Directions [PDF]
SensorsIn the dynamic world of cloud computing, auto-scaling stands as a beacon of efficiency, dynamically aligning resources with fluctuating demands. This paper presents a comprehensive review of auto-scaling techniques, highlighting significant advancements ...
Abdulmalik Alwarafy
exaly +6 more sources
Performance-Cost Trade-Off in Auto-Scaling Mechanisms for Cloud Computing [PDF]
Sensors, 2022 Cloud computing has been widely adopted over the years by practitioners and companies with a variety of requirements. With a strong economic appeal, cloud computing makes possible the idea of computing as a utility, in which computing resources can be ...
Iure Fe +2 more
exaly +5 more sources
A review on fixed threshold based and adaptive threshold based auto-scaling techniques in cloud computing [PDF]
MATEC Web of ConferencesCloud computing has evolved as an effective technology in the past few years. It is playing an important role in information technology. The main characteristics and challenges of cloud computing are 100% availability and Scalability.
Ali Khan Asif +2 more
doaj +3 more sources
Framework for Efficient Auto-Scaling of Virtual Network Functions in a Cloud Environment [PDF]
Sensors, 2022 Network Function Virtualization (NFV) offers an alternate method to design, deploy and manage network services. The NFV decouples network functions from the dedicated hardware and moves them to the virtual servers so that they can run in the software ...
Saima Zafar +3 more
doaj +2 more sources
An SDN-Based Solution for Horizontal Auto-Scaling and Load Balancing of Transparent VNF Clusters [PDF]
Sensors, 2021 This paper studies the problem of the dynamic scaling and load balancing of transparent virtualized network functions (VNFs). It analyzes different particularities of this problem, such as loop avoidance when performing scaling-out actions, and ...
Alejandro Llorens-Carrodeguas +4 more
doaj +2 more sources
Proactive Auto-Scaling for Service Function Chains in Cloud Computing Based on Deep Learning
IEEE AccessAuto-scaler system enables high Quality of Service (QoS) with low cost to survive in a competitive market. Indeed, the auto-scaling of Virtual Network Functionality (VNFs) can adaptively allocate the Cloud resources for various VNFs based on workload ...
Mohammad Bany Taha +4 more
doaj +2 more sources
A Trend Detection-Based Auto-Scaling Method for Containers in High-Concurrency Scenarios
IEEE AccessCloud computing technology is widely embraced due to its ability to meet diverse computing resource demands from users. As the user base grows, the challenge for cloud service providers to dynamically allocate resources to applications according to real ...
Haipeng Liu +3 more
doaj +2 more sources
A Dynamic Interval Auto-Scaling Optimization Method Based on Informer Time Series Prediction
IEEE AccessWith the rapid development and application of container cloud computing-related technologies, more and more applications are being deployed to container cloud clusters.
Yu Ding +4 more
doaj +2 more sources
On the Analysis of Inter-Relationship between Auto-Scaling Policy and QoS of FaaS Workloads [PDF]
SensorsA recent development in cloud computing has introduced serverless technology, enabling the convenient and flexible management of cloud-native applications.
Sara Hong +3 more
doaj +2 more sources
Auto-Scaling of Geo-Based Image Processing in an OpenStack Cloud Computing Environment
Remote Sensing, 2016 Cloud computing is a base platform for the distribution of large volumes of data and high-performance image processing on the Web. Despite wide applications in Web-based services and their many benefits, geo-spatial applications based on cloud computing ...
Kiwon Lee, Lee Kiwon
exaly +3 more sources