Elasticity in cloud computing: state of the art and research challenges

Y Al-Dhuraibi, F Paraiso, N Djarallah… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Elasticity is a fundamental property in cloud computing that has recently witnessed major
developments. This article reviews both classical and recent elasticity solutions and …

A survey on NoSQL stores

A Davoudian, L Chen, M Liu - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Recent demands for storing and querying big data have revealed various shortcomings of
traditional relational database systems. This, in turn, has led to the emergence of a new kind …

{MArk}: Exploiting cloud services for {Cost-Effective},{SLO-Aware} machine learning inference serving

C Zhang, M Yu, W Wang, F Yan - 2019 USENIX Annual Technical …, 2019 - usenix.org
The advances of Machine Learning (ML) have sparked a growing demand of ML-as-a-
Service: developers train ML models and publish them in the cloud as online services to …

A review of auto-scaling techniques for elastic applications in cloud environments

T Lorido-Botran, J Miguel-Alonso, JA Lozano - Journal of grid computing, 2014 - Springer
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 …

Auto-scaling web applications in clouds: A taxonomy and survey

C Qu, RN Calheiros, R Buyya - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Web application providers have been migrating their applications to cloud data centers,
attracted by the emerging cloud computing paradigm. One of the appealing features of the …

Self-adaptive resource allocation for cloud-based software services based on iterative QoS prediction model

X Chen, H Wang, Y Ma, X Zheng, L Guo - Future Generation Computer …, 2020 - Elsevier
Emerging cloud-based software services have proposed request for self-adaptive resource
allocation that provides to dynamically adjust resources on demand. Traditional self …

Elastic scheduling for microservice applications in clouds

S Wang, Z Ding, C Jiang - IEEE Transactions on Parallel and …, 2020 - ieeexplore.ieee.org
Microservices are widely used for flexible software development. Recently, containers have
become the preferred deployment technology for microservices because of fast start-up and …

Cocktail: A multidimensional optimization for model serving in cloud

JR Gunasekaran, CS Mishra, P Thinakaran… - … USENIX Symposium on …, 2022 - usenix.org
With a growing demand for adopting ML models for a variety of application services, it is vital
that the frameworks serving these models are capable of delivering highly accurate …

Research on auto-scaling of web applications in cloud: survey, trends and future directions

P Singh, P Gupta, K Jyoti, A Nayyar - Scalable Computing: Practice and …, 2019 - scpe.org
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 …

Elasticity in cloud computing: a survey

EF Coutinho, FR de Carvalho Sousa, PAL Rego… - annals of …, 2015 - Springer
Cloud computing is now a well-consolidated paradigm for on-demand services provisioning
on a pay-as-you-go model. Elasticity, one of the major benefits required for this computing …