142 citations · 220 across the 11 of their papers we have counts for
12 papers
Performance Provisioning and Energy Efficiency in Cloud and Distributed Computing Systems
Nikzad Babaii Rizvandi
In recent years, the issue of energy consumption in high performance computing (HPC) systems has attracted a great deal of attention. In response to this, many energy-aware algorit…
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…
A Primarily Survey on Energy Efficiency in Cloud and Distributed Computing Systems
Nikzad Babaii Rizvandi, Albert Y. Zomaya
A survey of available techniques in hardware to reduce energy consumption
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…