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A survey and taxonomy of self-aware and self-adaptive cloud autoscaling systems
Autoscaling system can reconfigure cloud-based services and applications, through various
configurations of cloud software and provisions of hardware resources, to adapt to the …
configurations of cloud software and provisions of hardware resources, to adapt to the …
Self-adaptive resource allocation for cloud-based software services based on iterative QoS prediction model
Emerging cloud-based software services have proposed request for self-adaptive resource
allocation that provides to dynamically adjust resources on demand. Traditional self …
allocation that provides to dynamically adjust resources on demand. Traditional self …
Research on auto-scaling of web applications in cloud: survey, trends and future directions
Cloud computing emerging environment attracts many applications providers to deploy web
applications on cloud data centers. The primary area of attraction is elasticity, which allows …
applications on cloud data centers. The primary area of attraction is elasticity, which allows …
Dynamic multi-level auto-scaling rules for containerized applications
S Taherizadeh, V Stankovski - The Computer Journal, 2019 - academic.oup.com
Container-based cloud applications require sophisticated auto-scaling methods in order to
operate under different workload conditions. The choice of an auto-scaling method may …
operate under different workload conditions. The choice of an auto-scaling method may …
gym-hpa: Efficient auto-scaling via reinforcement learning for complex microservice-based applications in kubernetes
Containers have revolutionized application deployment and life-cycle management in
current cloud platforms. Applications have evolved from large monoliths to complex graphs …
current cloud platforms. Applications have evolved from large monoliths to complex graphs …
Fuzzy self-learning controllers for elasticity management in dynamic cloud architectures
Cloud controllers support the operation and quality management of dynamic cloud
architectures by automatically scaling the compute resources to meet performance …
architectures by automatically scaling the compute resources to meet performance …
A control theoretical view of cloud elasticity: taxonomy, survey and challenges
The lucrative features of cloud computing such as pay-as-you-go pricing model and dynamic
resource provisioning (elasticity) attract clients to host their applications over the cloud to …
resource provisioning (elasticity) attract clients to host their applications over the cloud to …
[HTML][HTML] Gwydion: Efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning
Containers have reshaped application deployment and life-cycle management in recent
cloud platforms. The paradigm shift from large monolithic applications to complex graphs of …
cloud platforms. The paradigm shift from large monolithic applications to complex graphs of …
OptScaler: A Collaborative Framework for Robust Autoscaling in the Cloud
Autoscaling is a critical mechanism in cloud computing, enabling the autonomous
adjustment of computing resources in response to dynamic workloads. This is particularly …
adjustment of computing resources in response to dynamic workloads. This is particularly …
HoloScale: Horizontal and vertical scaling of cloud resources
Elastic and scalable compute resources are a fundamental part of cloud computing. Efficient
management of cloud resources is crucial in order to provide high quality services and …
management of cloud resources is crucial in order to provide high quality services and …