Memory system characterization of big data workloads. - Martin Dimitrov; Karthik Kumar; Patrick Lu; Vish Viswanathan; Thomas Willhalm (IEEE BigData, 2013)

HcBench: Methodology, development, and characterization of a customer usage representative big data/Hadoop benchmark. - Vikram A. Saletore; Karthik Krishnan; Vish Viswanathan; Matthew E. Tolentino (IISWC, 2013)

HcBench: Methodology, Development, and Full-System Characterization of a Customer Usage Representative Big Data/Hadoop Benchmark. - Vikram A. Saletore; Karthik Krishnan; Vish Viswanathan; Matthew E. Tolentino (WBDB, 2013)

Quantifying the Performance Impact of Memory Latency and Bandwidth for Big Data Workloads. - Russell M. Clapp; Martin Dimitrov; Karthik Kumar; Vish Viswanathan; Thomas Willhalm (IISWC, 2015)

A Simple Model to Quantify the Impact of Memory Latency and Bandwidth on Performance. - Russell M. Clapp; Martin Dimitrov; Karthik Kumar; Vish Viswanathan; Thomas Willhalm (SIGMETRICS, 2015)