Publications

Oldfield, R., Allan, B.A., Doutriaux, C., Lewis, K., Ahrens, J., Sims, B., Sweeney, C., Banesh, D., Wofford, Q., & Wofford, Q. (2023). Assessment of Data-Management Infrastructure Needs for Production Use of Advanced Machine Learning and Artificial Intelligence: Tri-Lab Level II Milestone (8554). 10.2172/2212844

Oldfield, R. (2022). AI for Security: NNSA's Role in AI4SES [Conference Presentation]. 10.2172/2004330

Oldfield, R., Kramer, S.L.B., Rushdi, A., Foulk, J.W., Emery, J.M., Kuberry, P., Ray, J., Ackerman, S., Cyr, E.C., Saavedra, G., Hughes, C., Cardwell, S.G., Smith, J.D., & Smith, J.D. (2021). The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans [Presentation]. https://www.osti.gov/biblio/1895016

Oldfield, R., Plimpton, S.J., Foulk, J.W., Poliakoff, D., Sornborger, A., & Sornborger, A. (2021). Memo regarding the Final Review of FY21 ASC L2 Milestone 7840: Neural Mini-Apps for Future Heterogeneous HPC Systems. 10.2172/1825628

Oldfield, R. (2021). The ASC Advanced Machine Learning Initiative at Sandia National Laboratories [Presentation]. https://www.osti.gov/biblio/1869391

Oldfield, R., Wolf, M., Brightwell, R.B., & Brightwell, R.B. (2020). SNL ATDM Software Technologies. ECP Capability Assessment Report for Software Technologies. 10.2172/1717885

Templet, G.J., Glickman, M.R., Kordenbrock, T., Levy, S.L.N., Lofstead, G.F., Mauldin, J., Otahal, T.J., Ulmer, C., Widener, P., Oldfield, R., & Oldfield, R. (2020). FY20 CSSE L2 Milestone 7186 [Presentation]. https://www.osti.gov/biblio/1820290

Templet, G.J., Glickman, M.R., Kordenbrock, T., Levy, S.L.N., Lofstead, G.F., Mauldin, J., Otahal, T.J., Ulmer, C., Widener, P., Oldfield, R., & Oldfield, R. (2020). Data Services for Visualization and Analysis - ASC Level II Milestone (7186). 10.2172/1663267

Trujillo, G., Turner, D.Z., Brightwell, R.B., Oldfield, R., Clay, R.L., & Clay, R.L. (2019). September 2019 ECP ST Project Review [Presentation]. https://www.osti.gov/biblio/1646043

Oldfield, R. (2019). Data Science and Computer Science Research at Sandia National Laboratories [Presentation]. https://www.osti.gov/biblio/1645816

Peterka, T., Bard, D., Bennett, J.C., Bethel, E.W., Oldfield, R., Pouchard, L., Sweeney, C., Wolf, M., & Wolf, M. (2019). ASCR Workshop on In Situ Data Management. 10.2172/1571714

Owen, S.J., Siefert, C., Vineyard, C.M., Oldfield, R., & Oldfield, R. (2018). SNL Data and Visualization: ML Projects at Sandia [Conference Poster]. https://www.osti.gov/biblio/1591994

Weaver, K., Oldfield, R., Fang, H.E., Gehl, M., Muller, R.P., & Muller, R.P. (2018). Sandia Day @ Georgia Tech Technical Breakout Sessions [Presentation]. https://www.osti.gov/biblio/1643814

Oldfield, R. (2018). Data Science and Computer Science R&D at SNL [Presentation]. https://www.osti.gov/biblio/1643815

Kolla, H., Oldfield, R., Otahal, T.J., Baker, G.M., Mauldin, J.A., Kolda, T.G., Moreland, K.D., & Moreland, K.D. (2018). SNL ATDM: In-situ Compression with ParaView/TuckerMPI [Conference Poster]. https://www.osti.gov/biblio/1807003

Oldfield, R., Ulmer, C., Sjaardema, G.D., & Sjaardema, G.D. (2018). SNL ATDM Data and Visualization: IOSS and FAODEL. 10.2172/1528813

Oldfield, R., Ulmer, C., Widener, P., Ward, H.L., & Ward, H.L. (2017). SPARC: Demonstrate burst-buffer-based checkpoint/restart on ATS-1. 10.2172/1417577

Hoekstra, R.J., Hammond, S., Hemmert, K.S., Gentile, A.C., Oldfield, R., Lang, M., Martin, S., & Martin, S. (2017). Final Review of FY17 ASC CSSE L2 Milestone #6018 entitled "Analyzing Power Usage Characteristics of Workloads Running on Trinity". 10.2172/1395433

Ulmer, C., Oldfield, R., Kordenbrock, T., Levy, S.L.N., Lofstead, G.F., Mukherjee, S., Templet, G.J., Widener, P., & Widener, P. (2017). ATDM Data Warehouse: Data Management Services for Exascale Computing [Presentation]. https://www.osti.gov/biblio/1466487

Son, S.W., Sehrish, S., Liao, W.K., Oldfield, R., Choudhary, A., & Choudhary, A. (2017). Reducing I/O variability using dynamic I/O path characterization in petascale storage systems. Journal of Supercomputing, 73(5), pp. 2069-2097. 10.1007/s11227-016-1904-7

Ulmer, C., Kordenbrock, T., Levy, S.L.N., Lofstead, G.F., Mukherjee, S., Sjaardema, G.D., Templet, G.J., Widener, P., Oldfield, R., & Oldfield, R. (2016). ATDM Data Warehouse [Conference Poster]. https://www.osti.gov/biblio/1427407

Oldfield, R., Crossno, P.J., Otahal, T.J., Fabian, N., & Fabian, N. (2016). Demonstrate and Evaluate Advanced Analysis Visualization and I/O Capabilities for the SIERRA Toolkit [Presentation]. https://www.osti.gov/biblio/1377712

Ulmer, C., Fabian, N., Kordenbrock, T., Mukherjee, S., Oldfield, R., Templet, G.J., & Templet, G.J. (2015). ATDM Data Management FY2015: Data Warehouse Progress Report. 10.2172/1770714

Lofstead, G.F., Jean-Baptiste, G., Oldfield, R., & Oldfield, R. (2015). Delta: Data Reduction for Integrated Application Workflows. 10.2172/1193147

Ross, R., Grider, G., Felix, E., Gary, M., Klasky, S., Oldfield, R., Shipman, G., Wu, J., & Wu, J. (2015). Storage Systems and Input/Output to Support Extreme Scale Science. 10.2172/1459089