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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 ...
Saleha Alharthi +3 more
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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 Fé +8 more
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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
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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
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Predictive auto-scaling with OpenStack Monasca [PDF]
Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing, 2021 Accepted at 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing (UCC'21)
Lanciano G. +4 more
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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
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 ...
Sanggoo Kang, Kiwon Lee
doaj +3 more sources
Improved Q Network Auto-Scaling in Microservice Architecture
Applied Sciences, 2022 Microservice architecture has emerged as a powerful paradigm for cloud computing due to its high efficiency in infrastructure management as well as its capability of largescale user service.
Yeonggwang Kim +3 more
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Towards Yo-Yo attack mitigation in cloud auto-scaling mechanism
Digital Communications and Networks, 2020 Cloud platforms could automatically scale underlying network resources up and down in response to changes in the traffic load. Such an auto-scaling mechanism can largely enhance the elasticity and scalability of cloud platforms. However, it may introduce
Xiaoqiong Xu +5 more
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IEEE 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