[PDF] Top 20 Efficient resource provisioning for elastic Cloud services based on machine learning techniques

Efficient resource provisioning for elastic Cloud services based on machine learning techniques

... Parameter selection for the SVM forecasting model The basic parameters of a time-series forecasting model (see “Time series training data” section) are: the size of the training data (N), the lag period (T), and the ... See full document

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A Review on Machine Learning Based Resource Allocation in Cloud Computing

... available services. Resource provisioning to the satisfaction of user requirements becomes the most challenging task in the heterogeneous cloud ...better resource provisioning ... See full document

11

Prediction of SLA Violation in Cloud Resource Allocation using Machine Learning based Back Propagation Neural Network (BPNN)

... better provisioning of ...related services to the cloud users in pay per use ...many cloud based real world applications that rent the resources from the IaaS service providers for ... See full document

6

Cloud Forensic Frameworks based on Machine Learning Techniques

... and elastic fashion through ...Internet services for the remote applications with high quality of ...of cloud computing includes scalabiliy, elasticity, self ... See full document

5

EFFICIENT MANAGEMENT OF RESOURCES PROVISIONING IN CLOUD SYSTEMS

... of resource slot was proposed in ...virtual machine placement (OVMP) algorithm was proposed in ...resources provisioning and VM placement in two provisioning ...computing resource ... See full document

11

Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey

... reliable resource provisioning in joint edge- cloud environments has been addressed in the scientific literature, and in particular what kind of methods have been used to improve the reliability of ... See full document

35

Dynamic Resource Allocation by Using Elastic Compute Cloud Service

... Abstract: Cloud computing is on demand as it offers dynamic flexible resource allocation for reliable and guaranteed services in pay as-you-use manner to ...In Cloud computing multiple ... See full document

5

Elastic Resource Provisioning for Cloud Based on Docker

... The elastic resource management in cloud computing has been a hot research ...a resource allocation method based on load forecasting model, which use historical data to predict future ... See full document

6

Scheduling Resources in Cloud using Threshold Values at Host and Data Center level

... Abstract— Cloud computing provides online resources of computing services as per demand of their ...in cloud computing is scheduling the computing resources among the client’s applications and ...If ... See full document

5

QoS Aware Resource Provisioning in Federated Cloud and Analyzing Maximum Resource Utilization in Agent Based Model

... cooperative cloud market model in [8] was used for creating a federated cloud market where interoperability of clouds can be realized, novel two phases coordinated resource reservation and ... See full document

9

Virtual Machine-Based Resource Management System for Cloud Computing Services

... Cloud Computing is proving to be a phenomenal technology where computing services are provided over the computer networks, with on-demand elastic resources like computing energy, storage capacity, ... See full document

5

Requirement intensity based resource provisioning for E learning in multi cloud to avoid vendor lock ins

... locations based on the density and frequency of ...in cloud provides an added advantage due to the scalability associated with ...cost efficient and handles most of the situations without the ... See full document

8

A Survey on Graph based Approaches in Sentiment Analysis

... or services. The sentimental analysis of a products, services or user interests or needs are effectively analyzed using the domain-specific and cross-domain ...Graph Based Approaches on sentimental ... See full document

9

ARIMA METHOD WITH THE SOFTWARE MINITAB AND EVIEWS TO FORECAST INFLATION IN SEMARANG INDONESIA

... The cloud-computing data hub accommodates a huge number of servers and capacity units networked through a system looking like a fat-tree topology [104] Different researchers assume and accept that the system base ... See full document

22

Resource Provisioning and Resource Allocation in Cloud Computing Environment

... the cloud computing model, the primary CSP may outsource capabilities to third parties, who may also outsource the recovery ...a Cloud computing environment is providing reliable ...of resource when ... See full document

10

Broker based QoS centric resource provisioning framework with financial options

... the provisioning of computing resources as a utility and software as a service over a ...to cloud consumers in a way that provider of the service could be anywhere in the world by providing services ... See full document

14

Modified Salp Swarm Algorithm based Energy Efficient Resource Allocation in Cloud Computing Data Centers

... a cloud data centre the consolidation of the virtual machines (VMs) assist to optimize the resources need and diminish the energy ...more efficient than the other ...in cloud computing environment ... See full document

8

An autonomic prediction suite for cloud resource provisioning

... rule based technique highly dependents on these ...rule based auto-scaling, which occurs due to an inappropriate threshold value, is the oscillations in the number of the leased ...alternative ... See full document

20

QUALITY OF SERVICE IN CLOUD COMPUTING: A S URVEY

... for cloud computing with mobility and an reactive QoS supervision process to accomplish QoS assurance in mobile cloud computing ...QoS provisioning system, to minimize computing resources cost, even ... See full document

6

A Novel Comparative Study on Data Mining Tools

... The main focus of this relative study is to offer a platform to learn several data mining tools without having to spend a lot of time in examining for resources and tutorials. Additional vital aspect is to improve the ... See full document

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