PROJECT TITLE :

A Stochastic Model to Investigate Data Center Performance and QoS in IaaS Cloud Computing Systems - 2014

ABSTRACT:

Cloud data center management is a key problem due to the numerous and heterogeneous strategies that can be applied, ranging from the VM placement to the federation with other clouds. Performance evaluation of cloud computing infrastructures is required to predict and quantify the cost-benefit of a strategy portfolio and the corresponding quality of service (QoS) experienced by users. Such analyses are not feasible by simulation or on-the-field experimentation, due to the great number of parameters that have to be investigated. In this paper, we present an analytical model, based on stochastic reward nets (SRNs), that is both scalable to model systems composed of thousands of resources and flexible to represent different policies and cloud-specific strategies. Several performance metrics are defined and evaluated to analyze the behavior of a cloud data center: utilization, availability, waiting time, and responsiveness. A resiliency analysis is also provided to take into account load bursts. Finally, a general approach is presented that, starting from the concept of system capacity, can help system managers to opportunely set the data center parameters under different working conditions.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Stochastic Geometry Analysis of Coordinated Beamforming Small Cell Networks With CSI Delay - 2018ABSTRACT:This letter characterizes the performance of coordinated beamforming (CBF) in frequency division duplex systems
PROJECT TITLE :Stochastic Routing and Scheduling Policies for Energy Harvesting Communication Networks - 2018ABSTRACT:During this Project, we have a tendency to study the joint routing-scheduling downside in energy harvesting
PROJECT TITLE :Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting - 2018ABSTRACT:We tend to address the two fundamental issues of spatial field reconstruction and
PROJECT TITLE :Optimal Sequential Fusion Estimation With Stochastic Parameter Perturbations, Fading Measurements, and Correlated Noises - 2018ABSTRACT:This Project focuses on the linear optimal recursive sequential fusion filter
PROJECT TITLE :Asynchronous Incremental Stochastic Dual Descent Algorithm for Network Resource Allocation - 2018ABSTRACT:Stochastic network optimization problems entail finding resource allocation policies that are optimum on

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry