Allocation of virtual machines in cloud data centers—a survey of problem models and optimization algorithms

ZÁ Mann - Acm Computing Surveys (CSUR), 2015 - dl.acm.org
Data centers in public, private, and hybrid cloud settings make it possible to provision virtual
machines (VMs) with unprecedented flexibility. However, purchasing, operating, and …

A survey and taxonomy of self-aware and self-adaptive cloud autoscaling systems

T Chen, R Bahsoon, X Yao - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Autoscaling system can reconfigure cloud-based services and applications, through various
configurations of cloud software and provisions of hardware resources, to adapt to the …

Application-aware dynamic fine-grained resource provisioning in a virtualized cloud data center

J Bi, H Yuan, W Tan, MC Zhou, Y Fan… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
A key factor of win–win cloud economy is how to trade off between the application
performance from customers and the profit of cloud providers. Current researches on cloud …

Multi-tenant cloud data services: state-of-the-art, challenges and opportunities

V Narasayya, S Chaudhuri - … of the 2022 International Conference on …, 2022 - dl.acm.org
Enterprises are moving their business-critical workloads to public clouds at an accelerating
pace. Multi-tenancy is a crucial tenet for cloud data service providers allowing them to …

Cloud data services: Workloads, architectures and multi-tenancy

V Narasayya, S Chaudhuri - Foundations and Trends® in …, 2021 - nowpublishers.com
Enterprises are moving their business critical workloads to public clouds at an accelerating
pace. Cloud data services for Online Transaction Processing (OLTP), Data Analytics and …

Distribution based workload modelling of continuous queries in clouds

A Khoshkbarforoushha, R Ranjan… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Resource usage estimation for managing streaming workload in emerging applications
domains such as enterprise computing, smart cities, remote healthcare, and astronomy, has …

[HTML][HTML] Automated cloud resources provisioning with the use of the proximal policy optimization

W Funika, P Koperek, J Kitowski - The Journal of Supercomputing, 2023 - Springer
Many modern applications, both scientific and commercial, are deployed to cloud
environments and often employ multiple types of resources. That allows them to efficiently …

TRS: Temporal request scheduling with bounded delay assurance in a green cloud data center

J Bi, H Yuan, W Tan, BH Li - Information Sciences, 2016 - Elsevier
The growing deployment of Internet services in cloud data centers significantly increases the
grid energy cost of cloud providers. Considering the environmental effect, many of current …

{SLAOrchestrator}: Reducing the Cost of Performance {SLAs} for Cloud Data Analytics

J Ortiz, B Lee, M Balazinska, J Gehrke… - 2018 USENIX Annual …, 2018 - usenix.org
SLAOrchestrator is a new system designed to reduce the price increases necessary to
support performance SLAs in cloud analytics systems. SLAOrchestrator is designed for SLAs …

STeP: Scalable tenant placement for managing database-as-a-service deployments

R Taft, W Lang, J Duggan, AJ Elmore… - Proceedings of the …, 2016 - dl.acm.org
Public cloud providers with Database-as-a-Service offerings must efficiently allocate
computing resources to each of their customers. An effective assignment of tenants both …