23 citations · 25 across the 4 of their papers we have counts for
5 papers
Data-Intensive Workload Consolidation on Hadoop Distributed File System
Reza Moraveji, Javid Taheri, MohammadReza HosseinyFarahabady +2
Workload consolidation, sharing physical resources among multiple workloads, is a promising technique to save cost and energy in cluster computing systems. This paper highlights a…
Statistical Regression to Predict Total Cumulative CPU Usage of MapReduce Jobs
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…
Network Load Analysis and Provisioning of MapReduce Applications
Nikzad Babaii Rizvandi, Javid Taheri, Reza Moraveji +1
In this paper, we study the dependency between configuration parameters and network load of fixed-size MapReduce applications in shuffle phase and then propose an analytical method…
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…
A Study on Using Uncertain Time Series Matching Algorithms in MapReduce Applications
Nikzad Babaii Rizvandi, Javid Taheri, Albert Y. Zomaya +1
In this paper, we study CPU utilization time patterns of several Map-Reduce applications. After extracting running patterns of several applications, the patterns with their statist…