{"id":"https://openalex.org/W2755132285","doi":"https://doi.org/10.1109/tpds.2017.2749300","title":"Optimization of Error-Bounded Lossy Compression for Hard-to-Compress HPC Data","display_name":"Optimization of Error-Bounded Lossy Compression for Hard-to-Compress HPC Data","publication_year":2017,"publication_date":"2017-09-11","ids":{"openalex":"https://openalex.org/W2755132285","doi":"https://doi.org/10.1109/tpds.2017.2749300","mag":"2755132285"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2749300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2749300","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1417025","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Sheng Di","raw_affiliation_strings":["Mathematics and Computer Science (MCS) division at Argonne National Laboratory, Lemont, IL","Argonne National Lab. (ANL), Argonne, IL (United States). Mathematics and Computer Science (MCS) Division"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science (MCS) division at Argonne National Laboratory, Lemont, IL","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Argonne National Lab. (ANL), Argonne, IL (United States). Mathematics and Computer Science (MCS) Division","institution_ids":["https://openalex.org/I1282105669"]}]},{"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":["Mathematics and Computer Science (MCS) division at Argonne National Laboratory, Lemont, IL","Argonne National Lab. (ANL), Argonne, IL (United States). Mathematics and Computer Science (MCS) Division"],"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science (MCS) division at Argonne National Laboratory, Lemont, IL","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"Argonne National Lab. (ANL), Argonne, IL (United States). Mathematics and Computer Science (MCS) Division","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103124363"],"corresponding_institution_ids":["https://openalex.org/I1282105669"],"apc_list":null,"apc_paid":null,"fwci":2.1895,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.89557116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"1","first_page":"129","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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":0.9980000257492065,"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":0.8949121236801147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.825339674949646},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6746335029602051},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.6643895506858826},{"id":"https://openalex.org/keywords/gas-compressor","display_name":"Gas compressor","score":0.6503594517707825},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.5515758395195007},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.48294514417648315},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.48240816593170166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4617697298526764},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.45567354559898376},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.4190945625305176},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3755311369895935},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.21842637658119202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09752878546714783}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.8949121236801147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.825339674949646},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6746335029602051},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.6643895506858826},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.6503594517707825},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.5515758395195007},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.48294514417648315},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.48240816593170166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4617697298526764},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.45567354559898376},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.4190945625305176},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3755311369895935},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.21842637658119202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09752878546714783},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpds.2017.2749300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2749300","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1417025","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1417025","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1417025","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1417025","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320338284","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W12380913","https://openalex.org/W111312576","https://openalex.org/W118291038","https://openalex.org/W1495103431","https://openalex.org/W1499782454","https://openalex.org/W1973657321","https://openalex.org/W1981257396","https://openalex.org/W2022749544","https://openalex.org/W2024075352","https://openalex.org/W2052440657","https://openalex.org/W2060108852","https://openalex.org/W2073945818","https://openalex.org/W2086748522","https://openalex.org/W2088432916","https://openalex.org/W2107745473","https://openalex.org/W2120176508","https://openalex.org/W2140329682","https://openalex.org/W2142265837","https://openalex.org/W2164030956","https://openalex.org/W2212816755","https://openalex.org/W2486202470","https://openalex.org/W2490233347","https://openalex.org/W2533959663","https://openalex.org/W2625759119","https://openalex.org/W4251142718","https://openalex.org/W6600518642","https://openalex.org/W6604544833","https://openalex.org/W6604875084","https://openalex.org/W6645618170","https://openalex.org/W6680781402","https://openalex.org/W6722815781"],"related_works":["https://openalex.org/W2547124190","https://openalex.org/W3180760233","https://openalex.org/W2385628723","https://openalex.org/W3035703949","https://openalex.org/W4322770433","https://openalex.org/W3080614128","https://openalex.org/W4327978137","https://openalex.org/W2372078508","https://openalex.org/W2556577032","https://openalex.org/W2786376957"],"abstract_inverted_index":{"Since":[0],"today's":[1],"scientific":[2,47,130],"applications":[3],"are":[4],"producing":[5],"vast":[6],"amounts":[7],"of":[8,17,23,85],"data,":[9],"compressing":[10],"them":[11],"before":[12],"storage/transmission":[13],"is":[14,82],"critical.":[15],"Results":[16],"existing":[18],"compressors":[19],"show":[20,142],"two":[21,94],"types":[22],"HPC":[24,59],"data":[25,60,69,97,174],"sets:":[26],"highly":[27],"compressible":[28],"and":[29,39,132],"hard":[30],"to":[31,108,169],"compress.":[32],"In":[33],"this":[34],"work,":[35],"we":[36,133],"carefully":[37],"design":[38],"optimize":[40],"the":[41,58,73,83,90,110,117,149,153,163],"error-bounded":[42],"lossy":[43],"compression":[44,74,118,150,164],"for":[45,115,172],"hard-to-compress":[46,173],"data.":[48],"We":[49,102,120],"propose":[50],"an":[51,105],"optimized":[52],"algorithm":[53],"that":[54,72,89,143],"can":[55,76,99,146,161],"adaptively":[56],"partition":[57],"into":[61],"best-fit":[62,111],"consecutive":[63,95],"segments":[64],"each":[65],"having":[66],"mutually":[67],"close":[68],"values,":[70],"such":[71,88],"condition":[75],"be":[77,100],"optimized.":[78],"Another":[79],"significant":[80],"contribution":[81],"optimization":[84,160],"shifting":[86],"offset":[87],"XOR-leading-zero":[91],"length":[92],"between":[93],"unpredictable":[96],"points":[98],"maximized.":[101],"finally":[103],"devise":[104],"adaptive":[106],"method":[107],"select":[109],"compressor":[112,145],"at":[113],"runtime":[114],"maximizing":[116],"factor.":[119],"evaluate":[121],"our":[122,144,159],"solution":[123],"using":[124],"13":[125],"benchmarks":[126],"based":[127],"on":[128],"real-world":[129],"problems,":[131],"compare":[134],"it":[135],"with":[136,176],"9":[137],"other":[138],"state-of-the-art":[139],"compressors.":[140],"Experiments":[141],"always":[147],"guarantee":[148],"errors":[151],"within":[152],"user-specified":[154],"error":[155],"bounds.":[156],"Most":[157],"importantly,":[158],"improve":[162],"factor":[165],"effectively,":[166],"by":[167],"up":[168],"49":[170],"percent":[171],"sets":[175],"similar":[177],"compression/":[178],"decompression":[179],"time":[180],"cost.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
