Coordinating Vertical Elasticity of both ...
Document type :
Communication dans un congrès avec actes
Title :
Coordinating Vertical Elasticity of both Containers and Virtual Machines
Author(s) :
Al-Dhuraibi, Yahya [Auteur]
Université de Lille, Sciences et Technologies
Scalair
Self-adaptation for distributed services and large software systems [SPIRALS]
Zalila, Faiez [Auteur]
Université de Lille, Sciences et Technologies
Self-adaptation for distributed services and large software systems [SPIRALS]
Djarallah, Nabil [Auteur]
Scalair
Merle, Philippe [Auteur]
Université de Lille, Sciences et Technologies
Self-adaptation for distributed services and large software systems [SPIRALS]
Université de Lille, Sciences et Technologies
Scalair
Self-adaptation for distributed services and large software systems [SPIRALS]
Zalila, Faiez [Auteur]
Université de Lille, Sciences et Technologies
Self-adaptation for distributed services and large software systems [SPIRALS]
Djarallah, Nabil [Auteur]
Scalair
Merle, Philippe [Auteur]
Université de Lille, Sciences et Technologies
Self-adaptation for distributed services and large software systems [SPIRALS]
Conference title :
CLOSER 2018 - 8th International Conference on Cloud Computing and Services Science
City :
Funchal, Madeira
Country :
Portugal
Start date of the conference :
2018-03-19
Publication date :
2018
English keyword(s) :
Docker
Container
Cloud Computing
Vertical elasticity
Container
Cloud Computing
Vertical elasticity
HAL domain(s) :
Informatique [cs]/Calcul parallèle, distribué et partagé [cs.DC]
Informatique [cs]
Informatique [cs]/Génie logiciel [cs.SE]
Informatique [cs]
Informatique [cs]/Génie logiciel [cs.SE]
English abstract : [en]
Elasticity is a key feature in cloud computing as it enables the automatic and timely provisioning and depro- visioning of computing resources. To achieve elasticity, clouds rely on virtualization techniques including ...
Show more >Elasticity is a key feature in cloud computing as it enables the automatic and timely provisioning and depro- visioning of computing resources. To achieve elasticity, clouds rely on virtualization techniques including Virtual Machines (VMs) and containers. While many studies address the vertical elasticity of VMs and other few works handle vertical elasticity of containers, no work manages the coordination between these two ver- tical elasticities. In this paper, we present the first approach to coordinate vertical elasticity of both VMs and containers. We propose an auto-scaling technique that allows containerized applications to adjust their resources at both container and VM levels. This work has been evaluated and validated using the RUBiS benchmark application. The results show that our approach reacts quickly and improves application perfor- mance. Our coordinated elastic controller outperforms container vertical elasticity controller by 18.34% and VM vertical elasticity controller by 70%. It also outperforms container horizontal elasticity by 39.6%.Show less >
Show more >Elasticity is a key feature in cloud computing as it enables the automatic and timely provisioning and depro- visioning of computing resources. To achieve elasticity, clouds rely on virtualization techniques including Virtual Machines (VMs) and containers. While many studies address the vertical elasticity of VMs and other few works handle vertical elasticity of containers, no work manages the coordination between these two ver- tical elasticities. In this paper, we present the first approach to coordinate vertical elasticity of both VMs and containers. We propose an auto-scaling technique that allows containerized applications to adjust their resources at both container and VM levels. This work has been evaluated and validated using the RUBiS benchmark application. The results show that our approach reacts quickly and improves application perfor- mance. Our coordinated elastic controller outperforms container vertical elasticity controller by 18.34% and VM vertical elasticity controller by 70%. It also outperforms container horizontal elasticity by 39.6%.Show less >
Language :
Anglais
Peer reviewed article :
Oui
Audience :
Internationale
Popular science :
Non
Collections :
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