Publications


When referencing XDMoD, please cite the following publication:

Jeffrey T. Palmer, Steven M. Gallo, Thomas R. Furlani, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Nikolay Simakov, Abani K. Patra, Jeanette Sperhac, Thomas Yearke, Ryan Rathsam, Martins Innus, Cynthia D. Cornelius, James C. Browne, William L. Barth, Richard T. Evans, "Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources." Computing in Science & Engineering, Vol 17, Issue 4, 2015, pp. 52-62. doi:10.1109/MCSE.2015.68

2020:
  1. Jeanette M. Sperhac, Robert L. DeLeon, Joseph P. White, Matthew D. Jones, Andrew Bruno, Renette Jones-Ivey, Thomas R. Furlani, Jonathan Bard, and Vipin Chaudhary, "Towards Performant Workflows, Monitoring and Measuring", Proceedings of the 29th International Conference on Computer Communications and Networks, ser IEEE ICCCN '20, Honolulu, HI (virtual), August 3-6, 2020. IEEE Computer Society. Invited talk.

  2. Joseph P. White, Martins Innus, Robert L. DeLeon, Matthew D. Jones, and Thomas R. Furlani, "Monitoring and Analysis of Power Consumption on HPC clusters using XDMoD", Proceedings of the Practice and Experience in Advanced Research Computing, ser PEARC '20, Portland, OR (virtual), July 27-31, 2020. Association for Computing Machinery. Awarded Best Paper. doi:10.1145/3311790.3396624

  3. Jeanette M. Sperhac, Benjamin D. Plessinger, Joseph P. White, Robert L. DeLeon, Matthew D. Jones, Thomas R. Furlani, "Improving Science Gateway Monitoring, Caveats and Goals", Proceedings of Science Gateways Conference 2020, ser Gateways '20. Science Gateways Community Institute (SGCI), October 19-21, 2020. Submitted.
2019:
  1. Craig A. Stewart, David Y. Hancock, Julie Wernert, Thomas Furlani, David Lifka, Alan Sill, Nicholas Berente, Donald F. McMullen, Thomas Cheatham, Amy Apon, Ron Payne, and Shawn D. Slavin. "Assessment of Financial Returns on Investments in Cyberinfrastructure Facilities: A Survey of Current Methods", Proceedings of the 2019 Practice and Experience in Advanced Research Computing on Rise of the Machines (Learning), ser PEARC '19, Chicago, IL, 2019. Association for Computing Machinery. ISBN 9781450372275, article no. 33. doi:10.1145/3332186.3332228

  2. Craig A. Stewart, David Y. Hancock, Julie Wernert, Thomas Furlani, David Lifka, Alan Sill, Nicholas Berente, Donald F. McMullen, Thomas Cheatham, Amy Apon, Ron Payne, and Shawn D. Slavin. "Assessment of Non-Financial Returns on Cyberinfrastructure: A Survey of Current Methods", Proceedings of Humans in the Loop: Enabling and Facilitating Research on Cloud Computing, ser HARC '19, Chicago, IL, 2019. Association for Computing Machinery. ISBN 9781450372794, article no. 2. doi:10.1145/3355738.3355749

  3. Jeanette M. Sperhac, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Martins Innus, Matthew D. Jones, Jeffrey T. Palmer, Abani Patra, Benjamin D. Plessinger, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Rudra Chakraborty, and Gregary Dean. "Managing computational gateway resources with XDMoD", Future Generation Computer Systems, 98: pp. 154-166, 2019. doi:10.1016/j.future.2019.03.029
2018:
  1. Jeanette M. Sperhac, Benjamin D. Plessinger, Jeffrey T. Palmer, Rudra Chakraborty, Gregary Dean, Martins Innus, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Thomas R. Furlani, Steven M. Gallo, Robert L. DeLeon, Matthew D. Jones, Cynthia Cornelius, Abani Patra "Federating XDMoD to Monitor Affiliated Computing Resources", Proceedings of the 2018 IEEE International Conference on Cluster Computing, ser CLUSTER '18, Belfast, Northern Ireland, IEEE Press, 2018, pp. 548-557. doi:10.1109/CLUSTER.2018.00074

  2. Joseph P. White, Alexander D. Kofke, Robert L. DeLeon, Martins D. Innus, Matthew D. Jones, Thomas R. Furlani, "Automatic Characterization of HPC Job Parallel Filesystem I/O Patterns", Proceedings of the 2018 Practice and Experience on Advanced Research Computing, ser PEARC '18, 22-26 July 2018, Pittsburgh, PA. Association for Computing Machinery. ISBN 9781450364461, article no. 3. doi:10.1145/3219104.3219121

  3. Nikolay A. Simakov, Robert L. DeLeon, Martins D. Innus, Matthew D. Jones, Joseph P. White, Steven M. Gallo, Abani K. Patra, Thomas R. Furlani, "Slurm Simulator: Improving Slurm Scheduler Performance on Large HPC Systems by Utilization of Multiple Controllers and Node Sharing", Proceedings of the 2018 Practice and Experience on Advanced Research Computing, ser PEARC '18, 22-26 July 2018, Pittsburgh, PA. Association for Computing Machinery. ISBN 9781450364461, article no. 25. doi:10.1145/3219104.3219111

  4. Fugang Wang, Gregor von Laszewski, Timothy Whitson, Geoffrey C. Fox, Thomas R. Furlani, Robert L. DeLeon, Steven M. Gallo, "Evaluating the Scientific Impact of XSEDE", Proceedings of the 2018 Practice and Experience on Advanced Research Computing, ser PEARC '18, 22-26 July 2018, Pittsburgh, PA. Association for Computing Machinery. ISBN 9781450364461, article no. 10. doi:10.1145/3219104.3219124

  5. Nikolay A. Simakov, Martins D. Innus, Matthew D. Jones, Joseph P. White, Steven M. Gallo, Robert L. DeLeon, Thomas R. Furlani, "Effect of Meltdown and Spectre Patches on the Performance of HPC Application." CoRR abs/1801.04329 (2018) doi:arXiv:1801.04329 [cs.PF]

  6. Nikolay A. Simakov, Joseph P. White, Robert L. DeLeon, Steven M. Gallo, Matthew D. Jones, Jeffrey T. Palmer, Benjamin Plessinger, Thomas R. Furlani, "A Workload Analysis of NSF's Innovative HPC Resources Using XDMoD." CoRR abs/1801.04306 (2018) doi:arXiv:1801.04306 [cs.DC]
2017:
  1. Jeanette M. Sperhac, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Martins Innus, Matthew D. Jones, Jeffrey T. Palmer, Abani Patra, Benjamin D. Plessinger, Ryan Rathsam, Nikolay Simakov, Joseph P. White, Thomas Yearke, "Managing Computational Gateway Resources with XDMoD", 12th Gateway Computing Environments Conference, ser Gateways '17, 23-25 October 2017, Ann Arbor, MI. doi:10.6084/m9.figshare.5480458.v2

  2. Nikolay A. Simakov, Martin D. Innus, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Steven M. Gallo, Abani K. Patra and Thomas R. Furlani, "A Slurm Simulator: Implementation and Parametric Analysis", Jarvis S., Wright S., Hammond S. (eds), High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation. PMBS 2017. Lecture Notes in Computer Science, vol 10724 Springer International Publishing. Cham, Switzerland. ISBN 9783319729718. doi:10.1007/978-3-319-72971-8_10

  3. Joseph White, Martins Innus, Matthew Jones, Robert DeLeon, Nikolay A. Simakov, Jeffery Palmer, Steven Gallo, Thomas Furlani, Michael Showerman, Robert Brunner, Andriy Kot, Gregory Bauer, Brett Bode, Jeremy Enos and William Kramer, "Challenges of workload analysis on large HPC systems; a case study on NCSA Blue Waters." Proceedings of the 2017 Practice and Experience in Advanced Research Computing on Sustainability, Success and Impact, ser PEARC '17, 9-13 July 2017, New Orleans, LA. Association for Computing Machinery. ISBN 9781450352727, article no. 6. doi:10.1145/3093338.3093348

  4. Ben Fulton, Steven Gallo, Matt Link, Robert Henschel, Tom Yearke, Katy Borner, Robert L. DeLeon, Thomas Furlani and Craig A. Stewart, "Value Analytics: A Financial Module for the Open XDMoD Project", Proceedings of the 2017 Practice and Experience in Advanced Research Computing on Sustainability, Success and Impact, ser PEARC '17, 9-13 July 2017, New Orleans, LA. Association for Computing Machinery. ISBN 9781450352727, article no. 49. doi:10.1145/3093338.3093358
2016:
  1. Nikolay Simakov, Robert L. DeLeon, Joseph P. White, Thomas R. Furlani, Martins Innus, Steven M. Gallo, Matthew D. Jones, Abani Patra, Benjamin D. Plessinger, Jeanette M. Sperhac, Thomas Yearke, Ryan Rathsam, Jeffrey T. Palmer, "A Quantitative Analysis of Node Sharing on HPC Clusters Using XDMoD Application Kernels." Proceedings of the 2016 Conference on Diversity, Big Data, and Science at Scale, ser XSEDE '16, 17-21 July 2016, Miami, FL. Association for Computing Machinery. ISBN 9781450347556, article no. 32. doi:10.1145/2949550.2949553
2015:
  1. Jeffrey T. Palmer, Steven M. Gallo, Thomas R. Furlani, Matthew D. Jones, Robert L. DeLeon, Joseph P. White, Nikolay Simakov, Abani K. Patra, Jeanette Sperhac, Thomas Yearke, Ryan Rathsam, Martins Innus, Cynthia D. Cornelius, James C. Browne, William L. Barth, Richard T. Evans, "Open XDMoD: A Tool for the Comprehensive Management of High-Performance Computing Resources." Computing in Science & Engineering, Vol 17, Issue 4, 2015, pp. 52-62. doi:10.1109/MCSE.2015.68

  2. Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Joseph P. White, Matthew D. Jones, Abani Patra, Martins Innus, Thomas Yearke, Jeffrey T. Palmer, Jeanette M. Sperhac, Ryan Rathsam, Nikolay Simakov, Gregor von Laszewski and Fugang Wang, "TAS view of XSEDE users and usage." Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, ser XSEDE '15, 26-30 July 2016, St. Louis, MO. Association for Computing Machinery. ISBN 9781450337205, article no. 21. doi:10.1145/2792745.2792766

  3. Steven M. Gallo, Joseph P. White, Robert L. DeLeon, Thomas R. Furlani, Helen Ngo, Abani Patra, Matthew D. Jones, Jeffrey T. Palmer, Nikolay Simakov, Jeanette M. Sperhac, Martins Innus, Thomas Yearke, Ryan Rathsam, "Analysis of XDMoD/SUPReMM Data Using Machine Learning Techniques." Proceedings of the 2015 IEEE International Conference on Cluster Computing, ser CLUSTER '15, Chicago, IL, September 8-11, 2015. IEEE Computer Society. ISBN 9781467365987, pp. 642-649. doi:10.1109/CLUSTER.2015.114

  4. Simakov, N. A., White, J. P., DeLeon, R. L., Ghadersohi, A., Furlani, T. R., Jones, M. D., Gallo, S. M., and Patra, A. K. "Application Kernels: HPC resources performance monitoring and variance analysis." Concurrency and Computation: Practice and Experience, Vol 27, Issue 17, 2015, pp. 5238–5260. doi:10.1002/cpe.3564

  5. Gregor von Laszewski, Fugang Wang, Geoffrey C. Fox, David L. Hart, Thomas R. Furlani, Robert L. DeLeon, and Steven M. Gallo. "Peer Comparison of XSEDE and NCAR Publication Data", Proceedings of the 2015 IEEE International Conference on Cluster Computing, ser CLUSTER '15, Chicago, IL, September 8-11, 2015. IEEE Computer Society. ISBN 9781467365987, pp. 531-532. doi:10.1109/CLUSTER.2015.98
2014:
  1. F. Wang, G. von Laszewski, G. C. Fox, T. R. Furlani, R. L. DeLeon, S. M. Gallo, "Towards a Scientific Impact Measuring Framework for Large Computing Facilities - a Case Study on XSEDE", Proceedings of the 2014 Annual Conference on Extreme Science and Engineering Discovery Environment, ser XSEDE '14, 13-18 July 2014, Atlanta, GA. Association for Computing Machinery. ISBN 9781450328937, article no. 25. doi:10.1145/2616498.2616507

  2. University at Buffalo Metrics on Demand (UBMoD): Open source web portal for mining data from resource managers in HPC environments. Developed at the Center for Computational Research at the University at Buffalo, SUNY. Freely available at SourceForge http://ubmod.sourceforge.net [March 30, 2014].

  3. J. P. White, R. L. DeLeon, T. R. Furlani, M. D. Jones, A. Ghadersohi, C. D. Cornelius, A. K. Patra, J. C. Browne, W. L. Barth, J. Hammond, "An Analysis of Node Sharing on HPC Clusters using XDMoD/TACC_Stats." Proceedings of the 2014 Annual Conference on Extreme Science and Engineering Discovery Environment, ser XSEDE '14, 13-18 July 2014, Atlanta, GA. Association for Computing Machinery. ISBN 9781450328937, article no. 31. doi:10.1145/2616498.2616533

  4. J. C. Browne, R. L. DeLeon, A. K. Patra, W. L. Barth, J. Hammond, M. D. Jones, T. R. Furlani, B. I. Schneider, S. M. Gallo, A. Ghadersohi, R. J. Gentner, J. T. Palmer, N. Simakov, M. Innus, A. E. Bruno, J. P. White, C. D. Cornelius, T. Yearke, K. Marcus, G. von Laszewski, F. Wang, "Comprehensive, Open Source Resource Usage Measurement and Analysis for HPC Systems", Concurrency and Computation: Practice and Experience, Vol 26, Issue 13, 2013, pp. 2191–2209. doi:10.1002/cpe.3245

  5. Todd Evans, William L. Barth, James C. Browne, Robert L. DeLeon, Thomas R. Furlani, Steven M. Gallo, Matthew D. Jones, and Abani K. Patra. "Comprehensive Resource Use Monitoring for HPC Systems with TACC_Stats", Proceedings of the First International Workshop on HPC User Support Tools, ser HUST '14, page 13 - 21. IEEE Press, 2014. ISBN 9781467367554, pp. 13-21. doi:10.1109/HUST.2014.7
2013:
  1. James C. Browne, Robert L. DeLeon, Charng-Da Lu, Matthew D. Jones, Steven M. Gallo, Amin Ghadersohi, Abani K. Patra, William L. Barth, John Hammond, Thomas R. Furlani, and Robert T. McLay, "Enabling Comprehensive Data-driven System Management for Large Computational Facilities." Proceedings of the 2013 International Conference on High Performance Computing, Networking, Storage and Analysis, ser SC '13, Denver, CO, 2013. Association for Computing Machinery. ISBN 9781450323789, article no. 86. doi:10.1145/2503210.2503230

  2. T. R. Furlani, M. D. Jones, S. M. Gallo, A. E. Bruno, C. Lu, A. Ghadersohi, R. J. Gentner, A. Patra, R. L. DeLeon, G. von Lazewski, L. Wang and A. Zimmerman, "Performance Metrics and Auditing Framework Using Applications Kernels for High Performance Computer Systems." Concurrency and Computation: Practice and Experience. Vol 25, Issue 7, 2013, pp. 918-931. doi:10.1002/cpe.2871
    XDMoD: http://xdmod.ccr.buffalo.edu; [March 30, 2014].

  3. T. R. Furlani, B. I. Schneider, M. D. Jones, John Towns, David L. Hart, Steven M. Gallo, Robert L. DeLeon, Charng-Da Lu, A. Ghadersohi, R. J. Gentner, A. K. Patra, G. von Laszewski, F. Wang, J. T. Palmer, and N. Simakov, "Using XDMoD to Facilitate XSEDE Operations, Planning and Analysis." Proceedings of the Conference on Extreme Science and Engineering Discovery Environment: Gateway to Discovery, ser XSEDE '13, San Diego, CA, 22-25 July 2013. Association for Computing Machinery. ISBN 9781450321709, article no. 46. doi:10.1145/2484762.2484763

  4. C. D. Lu, J. Browne, R. L. DeLeon, J. Hammond, W. Barth, T. R. Furlani, S. M. Gallo, M. D. Jones, and A. K. Patra, "Comprehensive Job Level Resource Usage Measurement and Analysis for XSEDE HPC Systems." Proceedings of the Conference on Extreme Science and Engineering Discovery Environment: Gateway to Discovery, ser XSEDE '13, San Diego, CA, 22-25 July 2013. Association for Computing Machinery. ISBN 9781450321709, article no. 50. doi:10.1145/2484762.2484781

  5. Haihang You, Charng-Da Lu, Ziliang Zhao, and Fei Xing. "Optimizing Utilization across XSEDE Platforms", Proceedings of the Conference on Extreme Science and Engineering Discovery Environment: Gateway to Discovery, ser XSEDE '13, San Diego, CA, 2013. Association for Computing Machinery. ISBN 9781450321709, article no. 47. doi:10.1145/2484762.2484778
2012:
  1. G. von Laszewski, H. Lee, J. Diaz, F. Wang, K. Tanaka, S. Karavinkoppa, G. C. Fox, T. Furlani, "Design of an Accounting and Metric-based Cloud-shifting and Cloud-seeding Framework for Federated Clouds and Bare-metal Environments." Proceedings of the 2012 Workshop on Cloud Services, Federation, and the 8th Open Cirrus Summit., ser FederatedClouds '12, San Jose, CA, 2012. Association for Computing Machinery. ISBN 9781450317542, pp. 25-32. doi:10.1145/2378975.2378982

  2. Richard L. Moore, Adam Jundt, Leonard K. Carson, Kenneth Yoshimoto, Amin Ghadersohi, and William S. Young. "Analyzing Throughput and Utilization on Trestles. Proceedings of the 1st Conference of the Extreme Science and Engineering Discovery Environment: Bridging from the EXtreme to the Campus and Beyond, ser XSEDE '12, Chicago, IL, 2012. Association for Computing Machinery. ISBN 9781450316026, article no. 11. doi:10.1145/2335755.2335802
2011:
  1. Thomas R. Furlani, Matthew D. Jones, Steven M. Gallo, Andrew E. Bruno, Charng-Da Lu, Amin Ghadersohi, Ryan J. Gentner, Abani K. Patra, Robert L. DeLeon, Gregor von Laszewski, Lizhe Wang, and Ann Zimmerman. "Performance Metrics and Auditing Framework for High Performance Computer Systems", Proceedings of the 2011 TeraGrid Conference: Extreme Digital Discovery, ser TG '11, Salt Lake City, UT, July 18-21 2011. Association for Computing Machinery. ISBN 9781450308885, article no. 16. doi:10.1145/2016741.2016759

  2. C. Lu, M. D. Jones, T. R. Furlani, "Automatically Mining Program Build Information via Signature Matching", Proceedings of the 2011 TeraGrid Conference: Extreme Digital Discovery, ser TG '11, Salt Lake City, UT, July 18-21, 2011. Association for Computing Machinery. ISBN 9781450321280, article no. 23. doi:10.1145/2016741.2016766