TY - RPRT TI - Performance analysis and data reduction for exascale scientific workflows AU - Kelly, Christopher [Brookhaven National Laboratory, Upton, NY, USA, Computational Science Department, Upton, NY, USA] (ORCID:0000000330331196) AU - Xu, Wei [Brookhaven National Laboratory, Upton, NY, USA, Artificial Intelligence Department, Upton, NY, USA] AU - Pouchard, Line C. [Center for Computing Research, Sandia National Laboratories, Albuquerque, NM, USA] (ORCID:0000000221206521) AU - Van Dam, Hubertus [Brookhaven National Laboratory, Upton, NY, USA, Computational Science Department, Upton, NY, USA] AU - Islam, Tanzima Z. [Department of Computer Science, Texas State University, San Marcos, TX, USA] (ORCID:0000000328775871) AU - Yoo, Shinjae [Brookhaven National Laboratory, Upton, NY, USA, Artificial Intelligence Department, Upton, NY, USA] AU - Kleese Van Dam, Kerstin [Brookhaven National Laboratory, Upton, NY, USA, Computing and Data Sciences Directorate, Upton, NY, USA] PY - 2025 DO - 10.1177/10943420251316253 UR - https://www.osti.gov/biblio/2545140 ID - 2545140 ER -