{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T05:12:14Z","timestamp":1783746734244,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","funder":[{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2311756"],"award-info":[{"award-number":["OAC-2311756"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2311757"],"award-info":[{"award-number":["OAC-2311757"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2311758"],"award-info":[{"award-number":["OAC-2311758"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2313122"],"award-info":[{"award-number":["OAC-2313122"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2442627"],"award-info":[{"award-number":["OAC-2442627"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["OAC-2144403"],"award-info":[{"award-number":["OAC-2144403"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"DOE U.S. Department of Energy","doi-asserted-by":"publisher","award":["RAPIDS-3"],"award-info":[{"award-number":["RAPIDS-3"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"DOE U.S. Department of Energy","doi-asserted-by":"publisher","award":["Sirius-2"],"award-info":[{"award-number":["Sirius-2"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,7,13]]},"DOI":"10.1145\/3806645.3807579","type":"proceedings-article","created":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T04:21:11Z","timestamp":1783743671000},"page":"112-124","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["QProR: An Efficient Framework for Quantity-of-Interest Based Progressive Retrieval with Guaranteed Error Control"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-5687-4446","authenticated-orcid":false,"given":"Wenbo","family":"Li","sequence":"first","affiliation":[{"name":"Oregon State University, Corvallis, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3570-4142","authenticated-orcid":false,"given":"Qian","family":"Gong","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory, Oak Ridge, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5653-9588","authenticated-orcid":false,"given":"Xuan","family":"Wu","sequence":"additional","affiliation":[{"name":"Oregon State University, Corvallis, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1905-9171","authenticated-orcid":false,"given":"Jieyang","family":"Chen","sequence":"additional","affiliation":[{"name":"University of Oregon, Eugene, OR, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7600-7976","authenticated-orcid":false,"given":"Qing","family":"Liu","sequence":"additional","affiliation":[{"name":"New Jersey Institute of Technology, Newark, NJ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5071-2861","authenticated-orcid":false,"given":"Xubin","family":"He","sequence":"additional","affiliation":[{"name":"Temple University, Philadelphia, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9647-542X","authenticated-orcid":false,"given":"Norbert","family":"Podhorszki","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory, Oak Ridge, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3559-5772","authenticated-orcid":false,"given":"Scott","family":"Klasky","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory, Oak Ridge, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0630-1600","authenticated-orcid":false,"given":"Xin","family":"Liang","sequence":"additional","affiliation":[{"name":"Oregon State University, Corvallis, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,7,13]]},"reference":[{"key":"e_1_3_3_1_2_2","unstructured":"[n.d.]. Frontier exscale supercomputer. https:\/\/www.olcf.ornl.gov\/frontier."},{"key":"e_1_3_3_1_3_2","unstructured":"2021. Team at Princeton Plasma Physics Laboratory employs DOE supercomputers to understand heat-load width requirements of future ITER device. https:\/\/www.olcf.ornl.gov\/2021\/02\/18\/scientists-use-supercomputers-to-study-reliable-fusion-reactor-design-operation. Online."},{"key":"e_1_3_3_1_4_2","unstructured":"2023. Morgan Compute Cluster. https:\/\/docs.ccs.uky.edu. Online."},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"crossref","unstructured":"Mark Ainsworth Ozan Tugluk Ben Whitney and Scott Klasky. 2018. Multilevel techniques for compression and reduction of scientific data\u2014the univariate case. Computing and Visualization in Science 19 5-6 (2018) 65\u201376.","DOI":"10.1007\/s00791-018-00303-9"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","unstructured":"Ainsworth Mark and Tugluk Ozan and Whitney Ben and Klasky Scott. 2019. Multilevel techniques for compression and reduction of scientific data\u2014the multivariate case. SIAM Journal on Scientific Computing 41 2 (2019) A1278\u2013A1303.","DOI":"10.1137\/18M1166651"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"crossref","unstructured":"Ainsworth Mark and Tugluk Ozan and Whitney Ben and Klasky Scott. 2019. Multilevel techniques for compression and reduction of scientific data-quantitative control of accuracy in derived quantities. SIAM Journal on Scientific Computing 41 4 (2019) A2146\u2013A2171.","DOI":"10.1137\/18M1208885"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","unstructured":"Ann\u00a0S Almgren John\u00a0B Bell Mike\u00a0J Lijewski Zarija Luki\u0107 and Ethan Van\u00a0Andel. 2013. Nyx: A massively parallel AMR code for computational cosmology. The Astrophysical Journal 765 1 (2013) 39.","DOI":"10.1088\/0004-637X\/765\/1\/39"},{"key":"e_1_3_3_1_9_2","unstructured":"F Alted. [n.d.]. BlosC compressor. http:\/\/blosc.org\/. Online."},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"crossref","unstructured":"Harsh Bhatia Duong Hoang Nate Morrical Valerio Pascucci Peer-Timo Bremer and Peter Lindstrom. 2022. AMM: Adaptive multilinear meshes. IEEE Transactions on Visualization and Computer Graphics 28 6 (2022) 2350\u20132363.","DOI":"10.1109\/TVCG.2022.3165392"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Charilaos Christopoulos Athanassios Skodras and Touradj Ebrahimi. 2000. The JPEG2000 still image coding system: an overview. IEEE transactions on consumer electronics 46 4 (2000) 1103\u20131127.","DOI":"10.1109\/30.920468"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"crossref","unstructured":"John\u00a0P Clyne EW Bethel H Childs and C Hansen. 2012. Progressive Data Access for Regular Grids.","DOI":"10.1201\/b12985-11"},{"key":"e_1_3_3_1_13_2","unstructured":"Yann Collet. [n.d.]. Zstandard - Real-time data compression algorithm. http:\/\/facebook.github.io\/zstd\/. Online."},{"key":"e_1_3_3_1_14_2","unstructured":"Hurricane\u00a0ISABEL dataset. [n.d.]. http:\/\/sciviscontest-staging.ieeevis.org\/2004\/data.html. Online."},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"crossref","unstructured":"Peter Deutsch. 1996. GZIP file format specification version 4.3. (1996).","DOI":"10.17487\/rfc1952"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/HiPC.2017.00042"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"crossref","unstructured":"Ian Foster and Carl Kesselman. 1997. Globus: A metacomputing infrastructure toolkit. The International Journal of Supercomputer Applications and High Performance Computing 11 2 (1997) 115\u2013128.","DOI":"10.1177\/109434209701100205"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"crossref","unstructured":"William\u00a0F Godoy Norbert Podhorszki Ruonan Wang Chuck Atkins Greg Eisenhauer Junmin Gu Philip Davis Jong Choi Kai Germaschewski Kevin Huck et\u00a0al. 2020. Adios 2: The adaptable input output system. a framework for high-performance data management. SoftwareX 12 (2020) 100561.","DOI":"10.1016\/j.softx.2020.100561"},{"key":"e_1_3_3_1_19_2","volume-title":"Smoky Mountains Computational Sciences and Engineering Conference","author":"Gong Qian","year":"2021","unstructured":"Qian Gong, Xin Liang, Ben Whitney, Jong\u00a0Youl Choi, Jieyang Chen, Lipeng Wan, St\u00e9phane Ethier, Seung-Hoe Ku, R.\u00a0Michael Churchill, C.-S. Chang, Mark Ainsworth, Ozan Tugluk, Todd Munson, David Pugmire, Rick Archibald, and Scott Klasky. 2021. Maintaining trust in reduction: preserving the accuracy of quantities of interest for lossy compression. In Smoky Mountains Computational Sciences and Engineering Conference. Springer."},{"key":"e_1_3_3_1_20_2","volume-title":"2025 IEEE 18th Pacific Visualization Conference (PacificVis)","author":"Gorski Nathaniel","year":"2024","unstructured":"Nathaniel Gorski, Xin Liang, Hanqi Guo, Lin Yan, and Bei Wang. 2024. A General Framework for Augmenting Lossy Compressors with Topological Guarantees. In 2025 IEEE 18th Pacific Visualization Conference (PacificVis). IEEE."},{"key":"e_1_3_3_1_21_2","unstructured":"The\u00a0HDF Group. [n.d.]. The HDF5 Library & File Format. https:\/\/www.hdfgroup.org\/solutions\/hdf5\/. Online."},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"crossref","unstructured":"Duong Hoang Pavol Klacansky Harsh Bhatia Peer-Timo Bremer Peter Lindstrom and Valerio Pascucci. 2018. A study of the trade-off between reducing precision and reducing resolution for data analysis and visualization. IEEE transactions on visualization and computer graphics 25 1 (2018) 1193\u20131203.","DOI":"10.1109\/TVCG.2018.2864853"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"crossref","unstructured":"David\u00a0A Huffman. 1952. A method for the construction of minimum-redundancy codes. Proceedings of the IRE 40 9 (1952) 1098\u20131101.","DOI":"10.1109\/JRPROC.1952.273898"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1111\/1467-8659.00681"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS57955.2024.00044"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"crossref","unstructured":"Pu Jiao Sheng Di Hanqi Guo Kai Zhao Jiannan Tian Dingwen Tao Xin Liang and Franck Cappello. 2022. Toward quantity-of-interest preserving lossy compression for scientific data. Proceedings of the VLDB Endowment 16 4 (2022) 697\u2013710.","DOI":"10.14778\/3574245.3574255"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1145\/3307681.3326608"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"crossref","unstructured":"Sriram Lakshminarasimhan Neil Shah Stephane Ethier Seung-Hoe Ku Choong-Seock Chang Scott Klasky Rob Latham Rob Ross and Nagiza\u00a0F Samatova. 2013. ISABELA for effective in situ compression of scientific data. Concurrency and Computation: Practice and Experience 25 4 (2013) 524\u2013540.","DOI":"10.1002\/cpe.2887"},{"key":"e_1_3_3_1_29_2","unstructured":"Yuxiao Li Xin Liang Bei Wang Yongfeng Qiu Lin Yan and Hanqi Guo. 2024. MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale Segmentations in Error-Bounded Lossy Compressors. IEEE Transactions on Visualization and Computer Graphics (2024)."},{"key":"e_1_3_3_1_30_2","unstructured":"Xin Liang Sheng Di Franck Cappello Mukund Raj Chunhui Liu Kenji Ono Zizhong Chen Tom Peterka and Hanqi Guo. 2022. Toward Feature-Preserving Vector Field Compression. IEEE Transactions on Visualization and Computer Graphics (2022) 1\u201316."},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622520"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.1145\/3458817.3476179"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1109\/PacificVis48177.2020.6431"},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"crossref","unstructured":"Xin Liang Ben Whitney Jieyang Chen Lipeng Wan Qing Liu Dingwen Tao James Kress David\u00a0R Pugmire Matthew Wolf Norbert Podhorszki and Scott Klasky. 2021. MGARD+: Optimizing multilevel methods for error-bounded scientific data reduction. IEEE Trans. Comput. (2021).","DOI":"10.1109\/TC.2021.3092201"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"crossref","unstructured":"Xin Liang Kai Zhao Sheng Di Sihuan Li Robert Underwood Ali\u00a0M Gok Jiannan Tian Junjing Deng Jon\u00a0C Calhoun Dingwen Tao et\u00a0al. 2022. SZ3: A modular framework for composing prediction-based error-bounded lossy compressors. IEEE Transactions on Big Data (2022).","DOI":"10.1109\/TBDATA.2022.3201176"},{"key":"e_1_3_3_1_36_2","doi-asserted-by":"publisher","unstructured":"Guo-Yuan Lien Takemasa Miyoshi Seiya Nishizawa Ryuji Yoshida Hisashi Yashiro Sachiho\u00a0A. Adachi Tsuyoshi Yamaura and Hirofumi Tomita. 2017. The Near-Real-Time SCALE-LETKF System: A Case of the September 2015 Kanto-Tohoku Heavy Rainfall. SOLA 13 (2017) 1\u20136. 10.2151\/sola.2017-001","DOI":"10.2151\/sola.2017-001"},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"crossref","unstructured":"Peter Lindstrom. 2014. Fixed-rate compressed floating-point arrays. IEEE transactions on visualization and computer graphics 20 12 (2014) 2674\u20132683.","DOI":"10.1109\/TVCG.2014.2346458"},{"key":"e_1_3_3_1_38_2","doi-asserted-by":"crossref","unstructured":"Peter Lindstrom and Martin Isenburg. 2006. Fast and efficient compression of floating-point data. IEEE transactions on visualization and computer graphics 12 5 (2006) 1245\u20131250.","DOI":"10.1109\/TVCG.2006.143"},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"crossref","unstructured":"Jinyang Liu Sheng Di Kai Zhao Xin Liang Sian Jin Zizhe Jian Jiajun Huang Shixun Wu Zizhong Chen and Franck Cappello. 2024. High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation. Proceedings of the ACM on Management of Data 2 1 (2024) 1\u201327.","DOI":"10.1145\/3639259"},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2018.00044"},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"crossref","unstructured":"Victor\u00a0AP Magri and Peter Lindstrom. 2023. A General Framework for Progressive Data Compression and Retrieval. IEEE Transactions on Visualization and Computer Graphics (2023).","DOI":"10.1109\/TVCG.2023.3327186"},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"crossref","unstructured":"Majid Rabbani. 2002. JPEG2000: Image compression fundamentals standards and practice. Journal of Electronic Imaging 11 2 (2002) 286.","DOI":"10.1117\/1.1469618"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"crossref","unstructured":"Jay\u00a0W Schwartz and Richard\u00a0C Barker. 1966. Bit-plane encoding: A technique for source encoding. IEEE Trans. Aerospace Electron. Systems4 (1966) 385\u2013392.","DOI":"10.1109\/TAES.1966.4501787"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2017.115"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"crossref","unstructured":"Dingwen Tao Sheng Di Xin Liang Zizhong Chen and Franck Cappello. 2019. Optimizing lossy compression rate-distortion from automatic online selection between SZ and ZFP. IEEE Transactions on Parallel and Distributed Systems 30 8 (2019) 1857\u20131871.","DOI":"10.1109\/TPDS.2019.2894404"},{"key":"e_1_3_3_1_46_2","doi-asserted-by":"crossref","unstructured":"Gregory\u00a0K Wallace. 1992. The JPEG still picture compression standard. IEEE transactions on consumer electronics 38 1 (1992) xviii\u2013xxxiv.","DOI":"10.1109\/30.125072"},{"key":"e_1_3_3_1_47_2","unstructured":"Daoce Wang Jesus Pulido Pascal Grosset Sian Jin Jiannan Tian James Ahrens and Dingwen Tao. 2022. Optimizing Error-Bounded Lossy Compression for Three-Dimensional Adaptive Mesh Refinement Simulations. arXiv preprint arXiv:https:\/\/arXiv.org\/abs\/2204.00711 (2022)."},{"key":"e_1_3_3_1_48_2","doi-asserted-by":"publisher","DOI":"10.1109\/SC41406.2024.00092"},{"key":"e_1_3_3_1_49_2","doi-asserted-by":"publisher","DOI":"10.1145\/3295500.3356155"},{"key":"e_1_3_3_1_50_2","doi-asserted-by":"crossref","unstructured":"Lin Yan Xin Liang Hanqi Guo and Bei Wang. 2023. TopoSZ: Preserving Topology in Error-Bounded Lossy Compression. IEEE Transactions on Visualization and Computer Graphics (2023).","DOI":"10.1109\/TVCG.2023.3326920"},{"key":"e_1_3_3_1_51_2","doi-asserted-by":"publisher","DOI":"10.1145\/3731545.3731578"},{"key":"e_1_3_3_1_52_2","doi-asserted-by":"publisher","unstructured":"P.\u00a0K. Yeung D.\u00a0A. Donzis and K.\u00a0R. Sreenivasan. 2012. Dissipation enstrophy and pressure statistics in turbulence simulations at high Reynolds numbers. Journal of Fluid Mechanics 700 (02 2012). 10.1017\/jfm.2012.5","DOI":"10.1017\/jfm.2012.5"},{"key":"e_1_3_3_1_53_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00145"}],"event":{"name":"HPDC '26: 35th International Symposium on High-Performance Parallel and Distributed Computing","location":"Cleveland USA","acronym":"HPDC '26","sponsor":["SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing","SIGARCH ACM Special Interest Group on Computer Architecture"]},"container-title":["Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing"],"original-title":[],"deposited":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T04:22:05Z","timestamp":1783743725000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3806645.3807579"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7,13]]},"references-count":52,"alternative-id":["10.1145\/3806645.3807579","10.1145\/3806645"],"URL":"https:\/\/doi.org\/10.1145\/3806645.3807579","relation":{},"subject":[],"published":{"date-parts":[[2026,7,13]]},"assertion":[{"value":"2026-07-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}