142 citations · 384 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
Pattern Matching for Self- Tuning of MapReduce Jobs
Nikzad Babaii Rizvandi, Javid Taheri, Albert Y. Zomaya
In this paper, we study CPU utilization time patterns of several MapReduce applications. After extracting running patterns of several applications, they are saved in a reference da…