TY  - RPRT
TI  - Machine learning-driven predictive resource management in complex science workflows
AU  - Chowdhury, Tasnuva [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000226818105)
AU  - Maeno, Tadashi [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Akman, Fatih Furkan [Univ. of Massachusetts, Amherst, MA (United States)]
AU  - Boudreau, Joseph [Univ. of Pittsburgh, PA (United States)]
AU  - Dutta, Sankha [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Feng, Shengyu [Carnegie Mellon Univ., Pittsburgh, PA (United States)]
AU  - Hoisie, Adolfy [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Hsu, Kuan-Chieh [Brookhaven National Laboratory, Upton, NY, USA]
AU  - Khan, Raees [Univ. of Pittsburgh, PA (United States)]
AU  - Kim, Jaehyung [Carnegie Mellon Univ., Pittsburgh, PA (United States)]
AU  - Kilic, Ozgur O. [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Klasky, Scott [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)]
AU  - Klimentov, Alexei [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Korchuganova, Tatiana [Univ. of Pittsburgh, PA (United States)]
AU  - Outschoorn, Verena Ingrid Martinez [Univ. of Massachusetts, Amherst, MA (United States)]
AU  - Nilsson, Paul [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Park, David K. [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Podhorszki, Norbert [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)]
AU  - Ren, Yihui [Carnegie Mellon Univ., Pittsburgh, PA (United States)]
AU  - Steele, John Rembrandt [Univ. of Massachusetts, Amherst, MA (United States)]
AU  - Suter, Frédéric [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)]
AU  - Vatsavai, Sairam Sri [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Wenaus, Torre [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
AU  - Yang, Wei [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)]
AU  - Yang, Yiming [Carnegie Mellon Univ., Pittsburgh, PA (United States)]
AU  - Yoo, Shinjae [Brookhaven National Laboratory (BNL), Upton, NY (United States)]
PY  - 2025
DO  - 10.1142/s0217751x26500259
UR  - https://www.osti.gov/biblio/3012591
ID  - 3012591
ER  -