{"id":"https://openalex.org/W7168024192","doi":"https://doi.org/10.1145/3806645.3815106","title":"Bridging Information Theory and Practice for Scientific Lossy Compression","display_name":"Bridging Information Theory and Practice for Scientific Lossy Compression","publication_year":2026,"publication_date":"2026-07-11","ids":{"openalex":"https://openalex.org/W7168024192","doi":"https://doi.org/10.1145/3806645.3815106"},"language":null,"primary_location":{"id":"doi:10.1145/3806645.3815106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3806645.3815106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059959184","display_name":"Sujata Sinha","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sujata Sinha","raw_affiliation_strings":["Virginia Polytechnic Institute and State University, Alexandria, Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0003-4087-6907","affiliations":[{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Alexandria, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103124363","display_name":"Sheng Di","orcid":"https://orcid.org/0000-0002-9935-5674"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Di","raw_affiliation_strings":["Argonne National Laboratory, Lemont, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-9935-5674","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, Illinois, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082476958","display_name":"Vishwas Rao","orcid":"https://orcid.org/0000-0002-4395-6075"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vishwas Rao","raw_affiliation_strings":["Argonne National Laboratory, Lemont, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-4395-6075","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, Illinois, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056940311","display_name":"Robert Underwood","orcid":"https://orcid.org/0000-0002-1464-729X"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Underwood","raw_affiliation_strings":["Argonne National Laboratory, Lemont, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-1464-729X","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, Illinois, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025139651","display_name":"David Lenz","orcid":"https://orcid.org/0000-0002-2587-2783"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Lenz","raw_affiliation_strings":["Argonne National Laboratory, Lemont, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-2587-2783","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, Illinois, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071045650","display_name":"Zizhe Jian","orcid":"https://orcid.org/0009-0005-2079-8130"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zizhe Jian","raw_affiliation_strings":["University of California Riverside, Riverside, California, USA"],"raw_orcid":"https://orcid.org/0009-0005-2079-8130","affiliations":[{"raw_affiliation_string":"University of California Riverside, Riverside, California, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005725366","display_name":"Zhuoxun Yang","orcid":"https://orcid.org/0009-0004-3232-4963"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]},{"id":"https://openalex.org/I2801649442","display_name":"State University System of Florida","ror":"https://ror.org/05sqd3t97","country_code":"US","type":"education","lineage":["https://openalex.org/I2801649442"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhuoxun Yang","raw_affiliation_strings":["Florida State Unviersity, Tallahassee, Florida, USA"],"raw_orcid":"https://orcid.org/0009-0004-3232-4963","affiliations":[{"raw_affiliation_string":"Florida State Unviersity, Tallahassee, Florida, USA","institution_ids":["https://openalex.org/I103163165","https://openalex.org/I2801649442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643410","display_name":"Kai Zhao","orcid":"https://orcid.org/0000-0001-5328-3962"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Zhao","raw_affiliation_strings":["Florida State University, Tallahassee, Florida, USA"],"raw_orcid":"https://orcid.org/0000-0001-5328-3962","affiliations":[{"raw_affiliation_string":"Florida State University, Tallahassee, Florida, USA","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027237940","display_name":"Lingjia Liu","orcid":"https://orcid.org/0000-0003-1915-1784"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lingjia Liu","raw_affiliation_strings":["Virginia Polytechnic Institute and State University, Alexandria, Virginia, USA"],"raw_orcid":"https://orcid.org/0000-0003-1915-1784","affiliations":[{"raw_affiliation_string":"Virginia Polytechnic Institute and State University, Alexandria, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046613458","display_name":"Franck Cappello","orcid":"https://orcid.org/0000-0002-7890-3934"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franck Cappello","raw_affiliation_strings":["Argonne National Laboratory, Lemont, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-7890-3934","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, Illinois, USA","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.6093000173568726,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.6093000173568726,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.18140000104904175,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.09099999815225601,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.9646999835968018},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6220999956130981},{"id":"https://openalex.org/keywords/compressibility","display_name":"Compressibility","score":0.5835999846458435},{"id":"https://openalex.org/keywords/gas-compressor","display_name":"Gas compressor","score":0.47679999470710754},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.46619999408721924},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.3968000113964081},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.39430001378059387}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.9646999835968018},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6220999956130981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5860999822616577},{"id":"https://openalex.org/C84655787","wikidata":"https://www.wikidata.org/wiki/Q8067817","display_name":"Compressibility","level":2,"score":0.5835999846458435},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.47679999470710754},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.46619999408721924},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4327000081539154},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.39430001378059387},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.34779998660087585},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2750999927520752},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26829999685287476},{"id":"https://openalex.org/C23213167","wikidata":"https://www.wikidata.org/wiki/Q2351730","display_name":"Scientific progress","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.2556999921798706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25060001015663147},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3806645.3815106","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3806645.3815106","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G483104214","display_name":"Collaborative Research: Frameworks: FZ: A fine-tunable cyberinfrastructure framework to streamline specialized lossy compression development","funder_award_id":"2344717","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1484170624","https://openalex.org/W1528999146","https://openalex.org/W1967897417","https://openalex.org/W1995875735","https://openalex.org/W2019527726","https://openalex.org/W2020428772","https://openalex.org/W2041178793","https://openalex.org/W2052440657","https://openalex.org/W2106864314","https://openalex.org/W2110065044","https://openalex.org/W2110455446","https://openalex.org/W2114715837","https://openalex.org/W2124180661","https://openalex.org/W2142635246","https://openalex.org/W2168175751","https://openalex.org/W2168745915","https://openalex.org/W2486202470","https://openalex.org/W2625759119","https://openalex.org/W2799351245","https://openalex.org/W2912174957","https://openalex.org/W2983517508","https://openalex.org/W2986205304","https://openalex.org/W2986871396","https://openalex.org/W2993383518","https://openalex.org/W3138054712","https://openalex.org/W3174738244","https://openalex.org/W3180329928","https://openalex.org/W4283394632","https://openalex.org/W4378740936","https://openalex.org/W4384705348","https://openalex.org/W4387544162","https://openalex.org/W4388855582","https://openalex.org/W4393183862","https://openalex.org/W4394002928","https://openalex.org/W4399282167","https://openalex.org/W4405755277","https://openalex.org/W4406461853","https://openalex.org/W4410040007","https://openalex.org/W4412605620","https://openalex.org/W4412610792","https://openalex.org/W4414944965","https://openalex.org/W4416004103"],"related_works":[],"abstract_inverted_index":{"Error-bounded":[0],"lossy":[1,66,100,164,193],"compressors":[2,28,194],"have":[3,29],"been":[4,30],"developed":[5],"for":[6,88,116,147,167,212],"years":[7],"to":[8,161],"reduce":[9],"the":[10,34,48,59,93,158,186],"vast":[11],"volumes":[12],"of":[13,47,52,64,134,185],"scientific":[14,24,53,89,117,168],"data":[15],"generated":[16],"by":[17,37,75,97,107],"high-performance":[18],"computing":[19],"(HPC)":[20],"applications":[21],"and":[22,62,170,195,208],"advanced":[23],"instruments.":[25],"While":[26],"these":[27],"effective":[31],"in":[32,44,69],"mitigating":[33],"challenges":[35],"posed":[36],"massive":[38],"datasets,":[39,199],"a":[40,109,130,144,182],"significant":[41],"gap":[42,106],"remains":[43],"our":[45,154,202],"understanding":[46],"fundamental":[49],"compressibility":[50,114,165],"limits":[51,115,166],"data\u2013an":[54],"issue":[55],"that":[56,84,112,137,201],"critically":[57],"impacts":[58],"sustainable":[60],"adoption":[61],"development":[63],"efficient":[65],"compression":[67],"techniques":[68],"practice.":[70],"Classical":[71],"rate-distortion":[72,206],"theory,":[73],"established":[74],"Shannon,":[76],"assumes":[77],"stationary":[78],"1D":[79,140,176],"sources":[80],"with":[81],"unconstrained":[82],"coding\u2013assumptions":[83],"do":[85],"not":[86],"hold":[87],"datasets":[90,118,169],"compressed":[91],"under":[92,119],"tiling":[94,121],"constraints":[95],"imposed":[96],"modern":[98],"parallel":[99],"compressors.":[101],"This":[102],"paper":[103],"addresses":[104],"this":[105,156],"developing":[108],"novel":[110],"framework":[111,146,160,189],"characterizes":[113],"realistic":[120],"constraints.":[122],"The":[123],"contribution":[124],"is":[125,157],"two-fold.":[126],"First,":[127],"we":[128,180],"establish":[129],"tile-aware,":[131],"finite-blocklength":[132],"extension":[133],"rate\u2013distortion":[135],"theory":[136,203],"advances":[138],"classical":[139,174],"asymptotic":[141,175],"formulations":[142],"into":[143],"rigorous":[145],"piecewise":[148],"2D":[149],"Gaussian":[150],"random":[151],"fields.":[152],"To":[153],"knowledge,":[155],"first":[159],"rigorously":[162],"characterize":[163],"compressor,":[171],"moving":[172],"beyond":[173],"source":[177],"models.":[178],"Second,":[179],"conduct":[181],"comprehensive":[183],"validation":[184],"proposed":[187],"modeling":[188],"using":[190],"state-of-the-art":[191],"error-bounded":[192],"diverse":[196],"real-world":[197],"HPC":[198],"demonstrating":[200],"accurately":[204],"predicts":[205],"trends":[207],"provides":[209],"actionable":[210],"insights":[211],"compressor":[213],"design.":[214]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-12T00:00:00"}
