A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns. - Cristina L. Abad; Nathan Roberts; Yi Lu 001; Roy H. Campbell (IISWC, 2012)

Metadata Traces and Workload Models for Evaluating Big Storage Systems. - Cristina L. Abad; Huong Luu 002; Nathan Roberts; Kihwal Lee; Yi Lu 001; Roy H. Campbell (UCC, 2012)

Natjam: design and evaluation of eviction policies for supporting priorities and deadlines in mapreduce clusters. - Brian Cho; Muntasir Raihan Rahman; Tej Chajed; Indranil Gupta; Cristina L. Abad; Nathan Roberts; Philbert Lin (SoCC, 2013)

Generating request streams on Big Data using clustered renewal processes. - Cristina L. Abad; Mindi Yuan; Chris X. Cai; Yi Lu 001; Nathan Roberts; Roy H. Campbell (Perform. Evaluation, 2013)

A Low-Cost Audio Computer for Information Dissemination Among Illiterate People Groups. - Zhiyoong Foo; David Devescery; Mohammad Hassan Ghaed; Inhee Lee 001; Abishek Madhavan; Youn Sung Park; Aswin S. Rao; Zach Renner; Nathan Roberts; Aaron Schulman; Vikas Vinay; Michael Wieckowski; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2013)

EEG as a Controller for Psychedelic Visual Music in an Immersive Dome Environment. - Jonathan Weinel; Stuart Cunningham 001; Nathan Roberts; Shaun Roberts; Darryl Griffiths (EVA, 2014)

A Model-Based Namespace Metadata Benchmark for HDFS. - Cristina L. Abad; Yi Lu 001; Roy H. Campbell; Nathan Roberts (ICAC, 2014)

A Meta-thinking Approach to Mitigating Linguistic Sycophancy in Vision-Language Models. - Chinh Hoang; Nathan Roberts; Mohammad Rashedul Hasan (PAKDD (7), 2025)