ICS '18: Thiagarajan et al. Bootstrapping parameter space exploration for fast tuning. IPDPS '18: Thiagarajan et al. PADDLE: Performance analysis using a data-driven learning environment. SC '17: Marathe et al. Performance modeling under resource constraints using deep transfer learning. PMBS '16: Yeom et al. Data-dependent performance modeling of linear solvers for sparse matrices. SC '16: Islam et al. A machine learning framework for performance coverage analysis of proxy applications. IPDPS '15: Bhatele et al. Identifying the culprits behind network congestion. SC '13: Jain et al. Predicting application performance using supervised learning on communication features.