17 citations · 23 across the 4 of their papers we have counts for
3 papers · 1 filter
On Modeling Dependency between MapReduce Configuration Parameters and Total Execution Time
Nikzad Babaii Rizvandi, Albert Y. Zomaya, Ali Javadzadeh Boloori +1
In this paper, we propose an analytical method to model the dependency between configuration parameters and total execution time of Map-Reduce applications. Our approach has three…
Multiple Frequency Selection in DVFS-Enabled Processors to Minimize Energy Consumption
Nikzad Babaii Rizvandi, Albert Y. Zomaya, Young Choon Lee +2
In this chapter we focus on slack reclamation and propose a new slack reclamation technique, Multiple Frequency Selection DVFS (MFS-DVFS). The key idea is to execute each task with…
On Modelling and Prediction of Total CPU Usage for Applications in MapReduce Environments
Nikzad Babaii Rizvandi, Javid Taheri, Reza Moraveji +1
Recently, businesses have started using MapReduce as a popular computation framework for processing large amount of data, such as spam detection, and different data mining tasks, i…