@misc{indiciae763a7fd0dda8, title = {Machine learning-driven predictive resource management in complex science workflows}, author = {Chowdhury, Tasnuva [Brookhaven National Laboratory (BNL), Upton, NY (United States)] (ORCID:0000000226818105) and Maeno, Tadashi [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Akman, Fatih Furkan [Univ. of Massachusetts, Amherst, MA (United States)] and Boudreau, Joseph [Univ. of Pittsburgh, PA (United States)] and Dutta, Sankha [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Feng, Shengyu [Carnegie Mellon Univ., Pittsburgh, PA (United States)] and Hoisie, Adolfy [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Hsu, Kuan-Chieh [Brookhaven National Laboratory, Upton, NY, USA] and Khan, Raees [Univ. of Pittsburgh, PA (United States)] and Kim, Jaehyung [Carnegie Mellon Univ., Pittsburgh, PA (United States)] and Kilic, Ozgur O. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Klasky, Scott [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] and Klimentov, Alexei [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Korchuganova, Tatiana [Univ. of Pittsburgh, PA (United States)] and Outschoorn, Verena Ingrid Martinez [Univ. of Massachusetts, Amherst, MA (United States)] and Nilsson, Paul [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Park, David K. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Podhorszki, Norbert [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] and Ren, Yihui [Carnegie Mellon Univ., Pittsburgh, PA (United States)] and Steele, John Rembrandt [Univ. of Massachusetts, Amherst, MA (United States)] and Suter, Frédéric [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] and Vatsavai, Sairam Sri [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Wenaus, Torre [Brookhaven National Laboratory (BNL), Upton, NY (United States)] and Yang, Wei [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] and Yang, Yiming [Carnegie Mellon Univ., Pittsburgh, PA (United States)] and Yoo, Shinjae [Brookhaven National Laboratory (BNL), Upton, NY (United States)]}, year = {2025}, doi = {10.1142/s0217751x26500259}, url = {https://www.osti.gov/biblio/3012591}, note = {Source identifier: 3012591} }