4 papers
Overview of Caching Mechanisms to Improve Hadoop Performance
Rana Ghazali, Douglas G. Down
Nowadays distributed computing environments, large amounts of data are generated from different resources with a high velocity, rendering the data difficult to capture, manage, and…
Hadoop-Oriented SVM-LRU (H-SVM-LRU): An Intelligent Cache Replacement Algorithm to Improve MapReduce Performance
Rana Ghazali, Sahar Adabi, Ali Rezaee +2
Modern applications can generate a large amount of data from different sources with high velocity, a combination that is difficult to store and process via traditional tools. Hadoo…
Thermal-aware Workload Distribution for Data Centers with Demand Variations
Somayye Rostami, Douglas G. Down, George Karakostas
Thermal-aware workload distribution is a common approach in the literature for power consumption optimization in data centers. However, data centers also have other operational cos…
Linearized Data Center Workload and Cooling Management
Somayye Rostami, Douglas G. Down, George Karakostas
With the current high levels of energy consumption of data centers, reducing power consumption by even a small percentage is beneficial. We propose a framework for thermal-aware wo…