{"id":45,"date":"2016-11-23T02:20:26","date_gmt":"2016-11-23T02:20:26","guid":{"rendered":"http:\/\/press3.mcs.anl.gov\/mochi\/?page_id=45"},"modified":"2025-10-27T13:06:37","modified_gmt":"2025-10-27T13:06:37","slug":"publications","status":"publish","type":"page","link":"https:\/\/wordpress.cels.anl.gov\/mochi\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">If you use Mochi in a scholarly work, then we recommend that you cite one of the papers <span style=\"color: #0000ff;\">highlighted in blue<\/span> below.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Papers:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Qing Zheng, Brian Atkinson, Jason Lee, Daoce Wang, and Gary Grider, &#8220;Secure In-Storage Execution of VTK Workloads on Modern Parallel NFS Data Servers,&#8221; proceedings of the 10th International Parallel Data Systems Workshop (PDSW 2025).  <strong>TO APPEAR<\/strong>.<\/li>\n\n\n\n<li>Matthieu Dorier, et al. &#8220;Toward a persistent event-streaming system for high-performance computing applications,&#8221; Frontiers in High Performance Computing, 3:1638203, 2025. <a href=\"https:\/\/www.frontiersin.org\/journals\/high-performance-computing\/articles\/10.3389\/fhpcp.2025.1638203\/full\">LINK<\/a><\/li>\n\n\n\n<li>Ankush Jain, Chuck Cranor, Qing Zheng, Dominic Manno, George Amvrosiadis, and Gary Grider, &#8220;Lessons from Profiling and Optimizing Placement in AMR Codes,&#8221; proceedings of the 27th IEEE Cluster conference (Cluster 2025).<\/li>\n\n\n\n<li>P. Carns, M. Dorier, R. Latham, S. Snyder, A. Gueroudji, S. Ockerman, J. Soumagne, D. Dai, and R. Ross, \u201cTowards empirical roofline modeling of distributed data services: Mapping the boundaries of RPC throughput,\u201d proceedings of the Cray Users Group (CUG) 2025. [proceedings pending] <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2025\/07\/carns-cug-mochi-rpc-roofline-2025-05.pdf\">Link (slides)<\/a><\/li>\n\n\n\n<li>J. Soumagne, A. Oganezov, I. Ziemba, S. Welch, P. Carns, K. Harms, J. Carrier, J. Lombardi, M. Chaarawi, Z. Liang, and S. Peirce, \u201cEnhancing RPC on slingshot for Aurora\u2019s DAOS storage system,\u201d proceedings of the Cray Users Group (CUG) 2025.<\/li>\n\n\n\n<li>Zheng, Qing, Brian Atkinson, Daoce Wang, Jason Lee, John Patchett, Dominic Manno, and Gary Grider. &#8220;Accelerating Viz Pipelines Using Near-Data Computing: An Early Experience&#8221; in Proceedings of the 10th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD 2024).  <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2024\/12\/vtk_drbsd24.pdf\" data-type=\"attachment\" data-id=\"615\">LINK (paper)<\/a> <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2024\/12\/SC24W-DRBSD.pdf\" data-type=\"attachment\" data-id=\"616\">LINK (slides)<\/a><\/li>\n\n\n\n<li>Ankush Jain, Chuck Cranor, Qing Zheng, Brad Settlemyer, George Amvrosiadis, Gary Grider, \u201cCARP: A Streaming Partitioner for Range Queries\u201d, in Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis 24 (2024).<\/li>\n\n\n\n<li>Matthieu Dorier, Philip Carns, Robert Ross, Shane Snyder, Rob Latham, Amal Gueroudji, George Amvrosiadis, Chuck Cranor, Jerome Soumagne, &#8220;Extending the Mochi Methodology to Enable Dynamic HPC Data Services,&#8221; in Proceedings of the 5th Workshop on Extreme-Scale Storage and Analysis (ESSA 2024) May, 2024.<\/li>\n\n\n\n<li>P. Carns, M. Dorier, R. Latham, R. B. Ross, S. Snyder and J. Soumagne, &#8220;Mochi: A Case Study in Translational Computer Science for High-Performance Computing Data Management,&#8221; in <em>Computing in Science &amp; Engineering<\/em>, vol. 25, no. 4, pp. 35-41, July-Aug. 2023, doi: 10.1109\/MCSE.2023.3326436.<\/li>\n\n\n\n<li>Matthieu Dorier, Zhe Wang, Srinivasan Ramesh, Utkarsh Ayachit, Shane Snyder, Rob Ross, and Manish Parashar, &#8220;Towards elastic in situ analysis for high-performance computing simulations,&#8221; Journal of Parallel and Distributed Computing, Volume 177, 2023, Pages 106-116, https:\/\/doi.org\/10.1016\/j.jpdc.2023.02.014<\/li>\n\n\n\n<li>Zhe Wang, Matthieu Dorier, Pradeep Subedi, Philip E. Davis, and Manish Parashar, &#8220;Adaptive elasticity policies for staging-based in situ visualization&#8221;, Future Generation Computer Systems, Volume 142, 2023, Pages 75-89, https:\/\/doi.org\/10.1016\/j.future.2022.12.010.<\/li>\n\n\n\n<li>Sajid Ali, Steven Calvez, Philip Carns, Matthieu Dorier, Pengfei Ding, James Kowalkowski, Robert Latham, Andrew Norman, Marc Paterno, Robert Ross, Saba Sehrish, Shane Snyder, and Jerome Soumagne &#8220;HEPnOS: a Specialized Data Service for High Energy Physics Analysis,&#8221; in Proceedings of the 4th Workshop on Extreme-Scale Storage and Analysis (ESSA 2023).<\/li>\n\n\n\n<li>Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, and Robert Ross &#8220;HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization,&#8221; <em>2022 IEEE International Conference on Cluster Computing (CLUSTER)<\/em>, 2022, pp. 381-393, doi: 10.1109\/CLUSTER51413.2022.00049.<\/li>\n\n\n\n<li>Matthieu Dorier, Zhe Wang, Utkarsh Ayachit, Shane Snyder, Robert Ross, Manish Parashar. \u201cColza: Enabling Elastic In Situ Visualization for High-performance Computing Simulations.\u201d in Proceedings of the 36th IEEE International Parallel &amp; Distributed Processing Symposium (IPDPS 2022).<\/li>\n\n\n\n<li>P. Matri and R. Ross, \u201cNeon: Low-Latency Streaming Pipelines for HPC,\u201d&nbsp;<em>2021 IEEE 14th International Conference on Cloud Computing (CLOUD)<\/em>, 2021, pp. 698-707, doi: 10.1109\/CLOUD53861.2021.00089.<\/li>\n\n\n\n<li>Bradley Settlemyer, George Amvrosiadis, Philip Carns, and Robert Ross. It\u2019s time to talk about HPC storage: Perspectives on the past and future. Computing in Science &amp; Engineering, 23(6):63\u201368, 2021.<\/li>\n\n\n\n<li>Z. Wang, P. Subedi, M. Dorier, P. E. Davis and M. Parashar, &#8220;Adaptive Placement of Data Analysis Tasks For Staging Based In-Situ Processing,&#8221; <em>2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC)<\/em>, 2021, pp. 242-251, doi: 10.1109\/HiPC53243.2021.00038.<\/li>\n\n\n\n<li>Z. Wang, M. Dorier, P. Subedi, P. E. Davis and M. Parashar, &#8220;An Adaptive Elasticity Policy For Staging Based In-Situ Processing,&#8221; <em>2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS)<\/em>, 2021, pp. 33-41, doi: 10.1109\/WORKS54523.2021.00010.<\/li>\n\n\n\n<li>Srinivasan Ramesh, Robert B Ross, Matthieu Dorier, Allen D Malony, Philip Carns, and Kevin Huck. SYMBIOMON: A High Performance, Composable Monitoring Service. In 29th IEEE International Conference on High Performance Computing, Data, &amp; Analytics (HiPC). IEEE, 2021.<\/li>\n\n\n\n<li>Srinivasan Ramesh, Allen D Malony, Philip Carns, Robert B Ross, Matthieu Dorier, Jerome Soumagne, and Shane Snyder. SYMBIOSYS: A methodology for performance analysis of composable HPC data services. In 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS), pages 35\u201345. IEEE, 2021.<\/li>\n\n\n\n<li>Q. Zheng, C. Cranor, A. Jain, G. Ganger, G. Gibson, G. Amvrosiadis, B. Settlemyer, G. Grider. &#8220;Streaming Data Reorganization at Scale with DeltaFS&#8221;, In ACM Transactions on Storage, Volume 16, Issue 4, No. 23, September 2020. <\/li>\n\n\n\n<li>Philip Carns, Kevin Harms, Bradley W. Settlemyer, Brian Atkinson, and Robert B. Ross.&nbsp; &#8220;Keeping It Real: Why HPC Data Services Don&#8217;t Achieve I\/O Microbenchmark Performance&#8221;, in Proceedings of the <span style=\"color: #3b3b3b;\">5th International Parallel Data Systems Workshop (PDSW20).&nbsp; <a href=\"http:\/\/www.pdsw.org\/pdsw20\/papers\/ws_pdsw_S1_P1_Carns.pdf\">LINK (paper)<\/a>, <a href=\"http:\/\/www.pdsw.org\/pdsw20\/slides\/pdsw_S1_P1_%20Carns.pdf\">LINK (slides)<\/a>, <a href=\"https:\/\/anl.box.com\/s\/i9273ap270enoytt7ktfhqvcrdu09iqz\">LINK (video)<\/a><\/span><\/li>\n\n\n\n<li>Jerome Soumagne, Philip Carns and Robert B. Ross.&nbsp; &#8220;Advancing RPC for Data Services at Exascale&#8221;, in <em>IEEE Data Engineering Bulletin<\/em>.&nbsp; 43, 23-34 (2020). <a href=\"http:\/\/sites.computer.org\/debull\/A20mar\/p23.pdf\">LINK<\/a><\/li>\n\n\n\n<li>Nathanael Cheriere, Matthieu Dorier, Gabriel Antoniu, Stefan M Wild, Sven Leyffer, Robert Ross.&nbsp; &#8220;Pufferscale: Rescaling HPC Data Services for High Energy Physics Applications&#8221;,&nbsp; in <i data-stringify-type=\"italic\">Proceedings of the 20th IEEE\/ACM International Symposium on Cluster, Cloud and Internet Computing (Ccgrid 2020).<\/i><\/li>\n\n\n\n<li><span style=\"color: #0000ff;\">Robert B. Ross <i>et al.<\/i> &#8220;Mochi: Composing Data Services for High-Performance Computing Environments&#8221;,&nbsp; <em>Journal of Computer Science and Technology.<\/em> 35<b>, <\/b>121\u2013144 (2020). https:\/\/doi.org\/10.1007\/s11390-020-9802-0<\/span>&nbsp; <a href=\"https:\/\/link.springer.com\/article\/10.1007%2Fs11390-020-9802-0\">LINK<\/a><\/li>\n\n\n\n<li>Q. Zheng, C. D. Cranor, A. Jain, G. R. Ganger, G. A. Gibson, G. Amvrosiadis, B. W. Settlemyer, G. A. Grider. &#8220;Compact Filters for Fast Online Data Partitioning.&#8221; In Proceedings of 2019 IEEE International Conference on Cluster Computing (CLUSTER), September 2019.<\/li>\n\n\n\n<li>Srinivasan Ramesh, Philip Carns, Robert Ross, Shane Snyder, and Allen Malony.&#8221; Profiling Composable HPC Data Services&#8221;, Work-In-Progress report at the 4th International Parallel Data Systems Workshop (PDSW 2019). <a href=\"http:\/\/www.pdsw.org\/pdsw19\/wips\/SrinivasanRamesh-pdswWIP.pdf\">LINK (paper)<\/a> <a href=\"http:\/\/www.pdsw.org\/pdsw19\/wips\/slides\/SrinivasanRamesh-pdsw19-WIP.pdf\">LINK (slides)<\/a><\/li>\n\n\n\n<li>Qing Zheng, Charles D. Cranor, Danhao Guo, Gregory R. Ganger, George Amvrosiadis, Garth A. Gibson, Bradley W. Settlemyer, Gary Grider, Fan Guo. &#8220;Scaling Embedded In Situ Indexing with DeltaFS&#8221;, proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC18), November 2018.&nbsp; <a href=\"http:\/\/www.mcs.anl.gov\/research\/projects\/mochi\/files\/2018\/09\/deltafs_sc18p.pdf\">LINK<\/a><\/li>\n\n\n\n<li>Matthieu Dorier, Philip Carns, Robert Latham, Robert Ross, Shane Snyder, Justin Wozniak, Samuel K. Guti\u00e9rrez, Bob Robey, Brad Settlemyer, Galen Shipman, Jerome Soumagne, James Kowalkowski, Marc Paterno, Saba Sehrish. &#8220;Methodology for the Rapid Development of Scalable HPC Data Services&#8221;, in <em>Proceedings of the 3rd Joint International Workshop on Parallel Data Storage &amp; Data Intensive Scalable Computing Systems<\/em> (PDSW-DISCS &#8217;18). <a href=\"http:\/\/conferences.computer.org\/scw\/2018\/pdfs\/PDSW-DISCS2018-7eAHkUBB2dWhq2ImKsykIN\/5PKRBHuMFvF7LwLNz5TC2G\/MYYSHuP2MiLsMWHxy9m6n.pdf\">LINK (paper)<\/a> <a href=\"http:\/\/www.pdsw.org\/pdsw-discs18\/slides\/dorier-pdsw-discs18-slides.pdf\">LINK (slides)<\/a><\/li>\n\n\n\n<li>Nathanael Cheriere, Matthieu Dorier, Gabriel Antoniu. &#8220;Pufferbench: Evaluating and Optimizing Malleability of Distributed Storage&#8221;, in <em>Proceedings of the 3rd Joint International Workshop on Parallel Data Storage &amp; Data Intensive Scalable Computing Systems<\/em> (PDSW-DISCS &#8217;18). <a href=\"http:\/\/conferences.computer.org\/scw\/2018\/pdfs\/PDSW-DISCS2018-7eAHkUBB2dWhq2ImKsykIN\/6LuvPO0Ts74oGgjc14DxuA\/5enp6C47Q9ZHoLNEeHRhAe.pdf\">LINK (paper)<\/a> <a href=\"http:\/\/www.pdsw.org\/pdsw-discs18\/slides\/cheriere-pdsw-discs18-slides.pdf\">LINK (slides)<\/a><\/li>\n\n\n\n<li>P. Matri, Y. Alforov, \u00c1. Brandon, M.S. P\u00e9rez, A. Costan, G. Antoniu, M. Kuhn, P. Carns, T. Ludwig, &#8220;Mission possible: Unify HPC and big data stacks towards application-defined blobs at the storage layer&#8221;, Future Generation Computer Systems (2018), <a href=\"https:\/\/doi.org\/10.1016\/j.future.2018.07.035\">https:\/\/doi.org\/10.1016\/j.future.2018.07.035<\/a><\/li>\n\n\n\n<li>M. A. Sevilla, C. Maltzahn, P. Alvaro, R. Nasirigerdeh, B. W. Settlemyer, D. Perez, D. Rich, and G. M. Shipman, \u201cProgrammable Caches with a Data Management Language &amp; Policy Engine,\u201d In Proceedings of the 18th International Symposium on Cluster, Cloud and Grid Computing (CCGrid &#8217;18). IEEE\/ACM Washington, DC, USA.<\/li>\n\n\n\n<li>Sangmin Seo, Abdelhalim Amer, Pavan Balaji, Cyril Bordage, George Bosilca, Alex Brooks, Philip Carns, Adrian Castello, Damien Genet, Thomas Herault, et al. &#8220;Argobots: A lightweight low-level threading and tasking framework,&#8221;&nbsp;in <em>IEEE Transactions on Parallel and Distributed Systems<\/em>, vol. 29, no. 3, pp. 512-526, 2018. doi: <a href=\"https:\/\/doi.org\/10.1109\/TPDS.2017.2766062\">10.1109\/TPDS.2017.2766062<\/a><\/li>\n\n\n\n<li>Qing Zheng, George Amvrosiadis, Saurabh Kadekodi, Garth A. Gibson, Charles D. Cranor, Bradley W. Settlemyer, Gary Grider, and Fan Guo. &#8220;Software-defined storage for fast trajectory queries using a DeltaFS indexed massive directory,&#8221; In <em>Proceedings of the 2nd Joint International Workshop on Parallel Data Storage &amp; Data Intensive Scalable Computing Systems<\/em> (PDSW-DISCS &#8217;17). ACM, New York, NY, USA, 7-12. DOI: <a href=\"https:\/\/doi.org\/10.1145\/3149393.3149398\">https:\/\/doi.org\/10.1145\/3149393.3149398<\/a>. <a href=\"http:\/\/www.mcs.anl.gov\/research\/projects\/mochi\/files\/2016\/11\/deltaFS-pdsw17.pdf\">LINK (paper)<\/a> <a href=\"http:\/\/www.mcs.anl.gov\/research\/projects\/mochi\/files\/2016\/11\/deltaFS-pdsw17-slides.pdf\">LINK (slides)<\/a><\/li>\n\n\n\n<li>John Jenkins, Galen Shipman, Jamaludin Mohd-Yusof, Kipton Barros, Philip Carns, and Robert Ross. &#8220;A Case Study in Computational Caching Microservices for HPC,&#8221; in 2nd Annual Workshop on Emerging Parallel and Distributed Runtime Systems and Middleware (IPDRM 17), 2017.<\/li>\n\n\n\n<li>F. J. R. Duro, J. G. Blas, F. Isaila, J. Carretero, J. M. Wozniak, and R. Ross. Experimental evaluation of a flexible I\/O architecture for accelerating workflow engines in ultrascale environments. Parallel Computing, 61:52\u201367, January 2017.<\/li>\n\n\n\n<li>F. Isaila, J. Garcia, J. Carretero, R. Ross, and D. Kimpe. Making the case for reforming the I\/O software stack of extreme-scale systems. Advances in Engineering Software, 111:26\u201331, 2017.<\/li>\n\n\n\n<li>P. Carns, J. Jenkins, S. Seo, S. Snyder, R. B. Ross, C. D. Cranor, S. Atchley, and T. Hoefler, \u201cEnabling NVM for data-intensive scientific services,\u201d in 4th Workshop on Interactions of NVM\/Flash with Operating Systems and Workloads (INFLOW 16), 2016. <a href=\"https:\/\/www.usenix.org\/conference\/inflow16\/workshop-program\/presentation\/carns\">LINK<\/a><\/li>\n\n\n\n<li>T. Hoefler, R. B. Ross, and T. Roscoe. Distributing the Data Plane for Remote Storage Access. In Proceedings of the 15th Workshop on Hot Topics in Operating Systems, HotOS\u201915. USENIX Association, May 2015.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Presentations:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Robert Ross. &#8220;Supporting Science Through Data Management Software&#8221;. Keynote presentation at the 37th International Conference on Scalable Scientific Data Management (SSDBM 2025).<\/li>\n\n\n\n<li>Matthieu Dorier. &#8220;Ten years of Mochi data services for HPC: a retrospective&#8221;. Invited talk at the 9th edition of the Performance and Scalability of Storage Systems Workshop (Per3S 2025), May 23, 2025.<\/li>\n\n\n\n<li>Philip Carns. &#8220;Mochi: a Playground for Novel High-Performance Storage Research&#8221;. Work-in-progress presentation at the 23rd USENIX Conference on File and Storage Technologies (FAST &#8217;25), February 26, 2025. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2025\/02\/carns-mochi-wip-fast-2025-final.pdf\" data-type=\"attachment\" data-id=\"627\">PDF<\/a><\/li>\n\n\n\n<li>Philip Carns. &#8220;Horizons in Distributed Data Services&#8221;. Seminar at Lawrence Livermore National Laboratory, October 9, 2024. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2025\/05\/carns-llnl-data-services-seminar-2024-10-09.pdf\" data-type=\"attachment\" data-id=\"635\">PDF<\/a><\/li>\n\n\n\n<li>Philip Carns. &#8220;Harnessing Programmable Devices in the Data Path with Composable Services&#8221;.  Short presentation at the Joint Laboratory for Extreme-Scale Computing workshop (JLESC16), April 17, 2024. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2024\/04\/carns-jlesc-2024.pdf\">PDF<\/a><\/li>\n\n\n\n<li>Philip Carns. &#8220;HPC Storage: Adapting to Change&#8221;.  Keynote presentation at the 3rd Workshop on Re-envisioning Extreme-Scale I\/O for Emerging Hybrid HPC Workloads (REX-IO), October 31, 2023. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2024\/04\/carns-rex-io-2023.pdf\">PDF<\/a><\/li>\n\n\n\n<li>Matthieu Dorier. &#8220;Mochi in Practice: Data Services for High-Energy Physics and Elastic In Situ Visualization Workflows&#8221;, CS seminar series, Argonne National Laboratory Mathematics and Computer Science division, June 20, 2023. <a href=\"https:\/\/www.anl.gov\/event\/mochi-in-practice-data-services-for-highenergy-physics-and-elastic-in-situ-visualization-workflows\">ABSTRACT<\/a> <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2023\/06\/dorier-mochi-cs-seminar-2023-06.pdf\">PDF<\/a> <a href=\"https:\/\/anl.app.box.com\/s\/m99s7j59ft6iebep9etsuq3zln7aw23j\">VIDEO<\/a><\/li>\n\n\n\n<li>Philip Carns. &#8220;Mochi Project Overview: the Democratization of Data Services in HPC&#8221;, CS seminar series, Argonne National Laboratory Mathematics and Computer Science division, June 13, 2023. <a href=\"https:\/\/www.anl.gov\/event\/mochi-project-overview-the-democratization-of-data-services-in-hpc\">ABSTRACT<\/a> <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2023\/06\/carns-mochi-cs-seminar-2023-06.pdf\">PDF<\/a> <a href=\"https:\/\/anl.box.com\/s\/5vwlnot220rruc7qhif2jh8bgbglt2ma\">VIDEO<\/a><\/li>\n\n\n\n<li>Robert Ross, Philip Carns, Matthieu Dorier, and Jerome Soumagne &#8220;Using Mochi to build data services: Overview and Updates (BoF)&#8221;, Presented at the 2021 ECP Annual Meeting, April 13, 2021. <strong><a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2021\/04\/ecp-mochi-bof-2021-final.pdf\">L<\/a><\/strong><a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2021\/04\/ecp-mochi-bof-2021-final.pdf\">INK<\/a><\/li>\n\n\n\n<li>P. Carns. &#8220;BYOFS: The Opportunities and Dangers of Specialization in the Age of Exascale Data Storage&#8221;, SOS23 Workshop, March 2019. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2019\/04\/IV-2-Carns.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. &#8220;Versatile Data Services for Computational Science&#8221;, Workshop on Clusters, Clouds, and Data for Scientific Computing (CCDSC), September 2018. <a href=\"https:\/\/anl.box.com\/s\/r3odtcnjky3h27214zr28o6pdwbr714x\">LINK<\/a><\/li>\n\n\n\n<li>G. Amvrosiadis. &#8220;How I Learned to Stop Worrying and Love the Exascale&#8221;, Microsoft Research Lab, Redmond, WA. June 2018. <a href=\"https:\/\/drive.google.com\/file\/d\/1ApwzlEwRFL1TMA02RFl5NpR6U4b7NXAT\/view\">LINK<\/a><\/li>\n\n\n\n<li>P. Carns. &#8220;Understanding and Tuning HPC I\/O: How hard can it be?&#8221;, keynote presentation at the 4th annual HPC I\/O in the Data Center Workshop (HPC-IODC) and Workshop on Performance and Scalability of Storage Systems (WOPSSS), June 2018. <a href=\"https:\/\/hps.vi4io.org\/_media\/events\/2018\/hpc-iodc-18-keynote.pdf\">LINK<\/a><\/li>\n\n\n\n<li>M. Dorier. &#8220;Composing HPC Micro-Services to Build Application-Tailored Distributed Object Stores&#8221;, presented at the inaugural SIG-IO-UK workshop, June 2018.&nbsp; <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2018\/06\/SIG-IO-UK_2018.pdf\">LINK<\/a><\/li>\n\n\n\n<li>P. Carns. &#8220;Incorporating NVM into Data-Intensive Scientific Computing&#8221;, presented at the 34th&nbsp;International&nbsp;Conference on&nbsp;Massive&nbsp;Storage&nbsp;Systems and Technology (MSST 2018), May 2018.&nbsp; <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2018\/06\/carns-msst-nvm-2018-final.pdf\">LINK<\/a><\/li>\n\n\n\n<li>S. Snyder. &#8220;Fault Detection and Group Membership in HPC Data Services&#8221;, presentation at the 7th Joint Laboratory on Extreme Scale Computing (JLESC) workshop, July 2017. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/ssnyder-mochi-ssg-jlesc.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. \u201cA Renaissance for Data Management in HPC?\u201d, keynote presentation at the 29th International Conference on Scientific and Statistical Database Management, June 2017. <a href=\"http:\/\/ssdbm2017.eecs.northwestern.edu\/ross_ssdbm-2017-final.pdf\">LINK<\/a><\/li>\n\n\n\n<li>P. Carns. &#8220;Building blocks for user-level HPC storage systems&#8221;, presentation at Dagstuhl Seminar 17202: Challenges and Opportunities of User-Level File Systems for HPC, May 2017. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/carns-dagstuhl-2017-v3.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. &#8220;To FS or not to FS&#8230;&#8221;, presentation at Dagstuhl Seminar 17202: Challenges and Opportunities of User-Level File Systems for HPC, May 2017. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/ross-dagstuhl-fs-or-not-mochi-1.pdf\">LINK<\/a><\/li>\n\n\n\n<li>P. Carns. &#8220;Mochi: composable lightweight data services for HPC&#8221;, presentation at the 6th Joint Laboratory on Extreme Scale Computing (JLESC) workshop, November 2016.&nbsp; <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/mochi-overview.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. &#8220;From file systems to services: Changing the data management model in HPC.&#8221; Presented at the Workshop on Clusters, Clouds, and Data for Scientific Computing October, 2016. <a href=\"http:\/\/www.netlib.org\/utk\/people\/JackDongarra\/CCDSC-2016\/slides\/talk36-ross.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. &#8220;From file systems to services: Changing the data management model in HPC.&#8221; Presented at the Joint Laboratory for Extreme-Scale Computing Workshop, Lyon, France, June 2016. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/ross-ccdsc-20161005.pdf\">LINK<\/a><\/li>\n\n\n\n<li>R. B. Ross. &#8220;From file systems to services: Changing the data management model in HPC.&#8221; Presented at the Salishan Conference on High-Speed Computing, 2016. <a href=\"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-content\/uploads\/sites\/51\/2016\/11\/ross_salishan-2016-16x9-1.pdf\">LINK<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Press:<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jo Napolitano. &#8220;Argonne\u2019s new menu of data storage software helps scientists realize findings earlier.&#8221;  Argonne National Laboratory press release, June 1, 2020. <a href=\"https:\/\/www.anl.gov\/article\/argonnes-new-menu-of-data-storage-software-helps-scientists-realize-findings-earlier\">LINK<\/a><\/li>\n\n\n\n<li>George Amvrosiadis. \u201cBuilding the Software Infrastructure of the  Future.\u201d Carnegie Mellon University College of Engineering Youtube  Channel, February 27, 2020. <a href=\"https:\/\/www.youtube.com\/watch?v=DrJRG-tQJhs\">LINK<\/a><\/li>\n\n\n\n<li>Sally Johnson. \u201cScaling up metadata.\u201d Deixis Magazine, May 2020. <a href=\"https:\/\/deixismagazine.org\/2020\/05\/scaling-up-metadata\/\">LINK<\/a><\/li>\n\n\n\n<li>Nancy Ambrosiano. \u201cHandling trillions of supercomputer files just got  simpler.\u201d Los Alamos National Laboratory press release, March 14, 2019. <a href=\"https:\/\/www.lanl.gov\/discover\/news-release-archive\/2019\/March\/0314-handling-trillions-of-supercomuters.php\">LINK<\/a><\/li>\n\n\n\n<li>Bradley Wade Settlemyer. \u201cUsing 1 trillion files helps scientist find a needle in a haystack.\u201d Albuquerque Journal, June 22, 2018. <a href=\"https:\/\/www.abqjournal.com\/1187842\/using-1-trillion-files-helps-scientist-find-a-needle-in-a-haystack-ex-challenge-is-now-moving-from-ultrascale-to-exascale-computers-that-run-50-times-faster.html\">LINK<\/a><\/li>\n\n\n\n<li>Sarah Scoles. \u201cThis Bomb-Simulating US Supercomputer Broke a World Record.\u201d WIRED Magazine, July 23, 2018. <a href=\"https:\/\/www.wired.com\/story\/this-bomb-simulating-us-supercomputer-broke-a-world-record\/\">LINK<\/a><\/li>\n\n\n\n<li>Dan Carroll. \u201cOne framework to rule them all.\u201d Carnegie Mellon University College of Engineering News, November 11, 2018. <a href=\"https:\/\/engineering.cmu.edu\/news-events\/news\/2018\/11\/30-amvrosiadis-supercomputing-framework.html\">LINK<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>If you use Mochi in a scholarly work, then we recommend that you cite one of the papers highlighted in blue below. Papers: Presentations: Press:<\/p>\n","protected":false},"author":444,"featured_media":0,"parent":0,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-45","page","type-page","status-publish"],"acf":[],"_links":{"self":[{"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/pages\/45","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/users\/444"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/comments?post=45"}],"version-history":[{"count":35,"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/pages\/45\/revisions"}],"predecessor-version":[{"id":667,"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/pages\/45\/revisions\/667"}],"wp:attachment":[{"href":"https:\/\/wordpress.cels.anl.gov\/mochi\/wp-json\/wp\/v2\/media?parent=45"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}