Learning Approaches to Analog and Mixed Signal Verification and Analysis - Samantha Alt (2015)

Enabling Dependability-Driven Resource Use and Message Log-Analysis for Cluster System Diagnosis. - Edward Chuah; Arshad Jhumka; Samantha Alt; Theodoros Damoulas; Nentawe Gurumdimma; Marie-Christine Sawley; William L. Barth; Tommy Minyard; James C. Browne (HiPC, 2017)

K-means Application for Anomaly Detection and Log Classification in HPC. - Mohamed-Cherif Dani; Henri Doreau; Samantha Alt (IEA/AIE (2), 2017)

Using Resource Use Data and System Logs for HPC System Error Propagation and Recovery Diagnosis. - Edward Chuah; Arshad Jhumka; Samantha Alt; Juan J. Villalobos; Joshua B. Fryman; William Barth; Manish Parashar (ISPA/BDCloud/SocialCom/SustainCom, 2019)

Towards comprehensive dependability-driven resource use and message log-analysis for HPC systems diagnosis. - Edward Chuah; Arshad Jhumka; Samantha Alt; Daniel Balouek-Thomert; James C. Browne; Manish Parashar (J. Parallel Distributed Comput., 2019)

Failure Diagnosis for Cluster Systems using Partial Correlations. - Edward Chuah; Arshad Jhumka; Samantha Alt; R. Todd Evans; Neeraj Suri (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Challenges in Identifying Network Attacks Using Netflow Data. - Edward Chuah; Neeraj Suri; Arshad Jhumka; Samantha Alt (NCA, 2021)