High-Performance Big Data Management Across Cloud Data Centers

while ensuring a monetary economic profit for the provider, (ii) the replica decision is based on the estimation of both RT and provider’s profit while taking into account some

From the perspective of energy efficiency, a cloud computing data center can be defined as a pool of computing and communication resources organized in the way to transform the

Table (9.1) summarizes all the experimental results for our work. And in the next chapter we will discuss the whole work in this master thesis. Also the following gures have

We exploit Cloud computing platforms for running big data min- ing processes designed as a combination of several data analysis steps to be run in parallel on Cloud computing

Data access paths are tightly coupled with the underlying storage facility and we categorize them accordingly: Systems such as [29, 36, 42, 51] use distributed file systems to

In this paper, as a generalization of the work of previous authors [XIO09, YAN09, KHA12], we propose to use a model with multiple servers, general times between task arrivals

We evaluate the cloud resources needed to train the machine learning model (batch processing), and to predict the new streaming data with the trained network in real time (real

In response, we introduce the Security Obstacle Detection and Response (SODR) method to guide SO detection and definition of responses during the construction of secure actor and