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Assuring the machine learning lifecycle: Desiderata, methods, and challenges
Machine learning has evolved into an enabling technology for a wide range of highly
successful applications. The potential for this success to continue and accelerate has placed …
successful applications. The potential for this success to continue and accelerate has placed …
A review of auto-scaling techniques for elastic applications in cloud environments
Cloud computing environments allow customers to dynamically scale their applications. The
key problem is how to lease the right amount of resources, on a pay-as-you-go basis …
key problem is how to lease the right amount of resources, on a pay-as-you-go basis …
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 …
An autonomic resource provisioning approach for service-based cloud applications: A hybrid approach
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 …
cloud services The amount of the resources to be provisioned is determined during runtime …
GMonE: A complete approach to cloud monitoring
The inherent complexity of modern cloud infrastructures has created the need for innovative
monitoring approaches, as state-of-the-art solutions used for other large-scale environments …
monitoring approaches, as state-of-the-art solutions used for other large-scale environments …
An autonomous resource provisioning framework for massively multiplayer online games in cloud environment
M Ghobaei-Arani, R Khorsand… - Journal of Network and …, 2019 - Elsevier
Abstract Massively Multiplayer Online Games (MMOGs) applications are a class of
computationally intensive client-server multi-tier applications with real-time quality of service …
computationally intensive client-server multi-tier applications with real-time quality of service …
Cloud computing and Internet of Things (IoT) are computing technologies that provide
services to consumers and businesses, allowing organizations to become more agile and …
services to consumers and businesses, allowing organizations to become more agile and …
Service-oriented replication strategies for improving quality-of-service in cloud computing: a survey
The recent years have witnessed significant interest in migrating different applications into
the cloud platforms. In this context, one of the main challenges for cloud applications …
the cloud platforms. In this context, one of the main challenges for cloud applications …
An edge-to-cloud virtualized multimedia service platform for 5G networks
The focus of research into 5G networks to date has been largely on the required advances in
network architectures, technologies, and infrastructures. Less effort has been put on the …
network architectures, technologies, and infrastructures. Less effort has been put on the …
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 …