H. Devarajan, H. Zheng, A. Kougkas, X.-H. Sun, and V. Vishwanath, "DLIO: A Data-Centric Benchmark for Scientific Deep Learning Applications," in the proceedings of the 2021 IEEE/ACM International Symposium in Cluster, Cloud, and Internet Computing (CCGrid'21), Best Paper Award (first prize), Melbourne, Victoria, Australia, May 17-20,  2021.