{"id":"https://openalex.org/W4200590419","doi":"https://doi.org/10.1109/hpec49654.2021.9622874","title":"Towards Combining Error-bounded Lossy Compression and Cryptography for Scientific Data","display_name":"Towards Combining Error-bounded Lossy Compression and Cryptography for Scientific Data","publication_year":2021,"publication_date":"2021-09-20","ids":{"openalex":"https://openalex.org/W4200590419","doi":"https://doi.org/10.1109/hpec49654.2021.9622874"},"language":"en","primary_location":{"id":"doi:10.1109/hpec49654.2021.9622874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec49654.2021.9622874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"},"type":"article","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/A5007288400","display_name":"Ruiwen Shan","orcid":null},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ruiwen Shan","raw_affiliation_strings":["Clemson University, Clemson, USA"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066430343","display_name":"Sheng Di","orcid":"https://orcid.org/0000-0002-7339-5256"},"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, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003772863","display_name":"Jon C. Calhoun","orcid":"https://orcid.org/0000-0001-7191-4422"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon C. Calhoun","raw_affiliation_strings":["Clemson University, Clemson, USA"],"affiliations":[{"raw_affiliation_string":"Clemson University, Clemson, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"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/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"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, IL, USA","University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Lemont, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007288400"],"corresponding_institution_ids":["https://openalex.org/I8078737"],"apc_list":null,"apc_paid":null,"fwci":0.4584,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67148213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"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":1.0,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.894284725189209},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8259066939353943},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.7059276103973389},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6793949604034424},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5433070063591003},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5394455194473267},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.5367245674133301},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.44555002450942993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19101020693778992},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19020584225654602},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16365230083465576},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08376666903495789}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.894284725189209},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8259066939353943},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.7059276103973389},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6793949604034424},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5433070063591003},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5394455194473267},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.5367245674133301},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.44555002450942993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19101020693778992},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19020584225654602},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16365230083465576},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08376666903495789}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec49654.2021.9622874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec49654.2021.9622874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1567367764","https://openalex.org/W1571203384","https://openalex.org/W1750292977","https://openalex.org/W1876863580","https://openalex.org/W1990979552","https://openalex.org/W2021736443","https://openalex.org/W2052440657","https://openalex.org/W2053574457","https://openalex.org/W2101647944","https://openalex.org/W2103230195","https://openalex.org/W2113972033","https://openalex.org/W2486202470","https://openalex.org/W2562764966","https://openalex.org/W2605597655","https://openalex.org/W2612400923","https://openalex.org/W2749566333","https://openalex.org/W2774164634","https://openalex.org/W2912174957","https://openalex.org/W2945783429","https://openalex.org/W2959531572","https://openalex.org/W2964023000","https://openalex.org/W3005151527","https://openalex.org/W3093808105","https://openalex.org/W3138054712","https://openalex.org/W3160106239","https://openalex.org/W3173451050","https://openalex.org/W4300059844","https://openalex.org/W4307808443","https://openalex.org/W6732557297","https://openalex.org/W6844719003"],"related_works":["https://openalex.org/W2547124190","https://openalex.org/W2385628723","https://openalex.org/W2888954728","https://openalex.org/W2552401318","https://openalex.org/W108076602","https://openalex.org/W3180760233","https://openalex.org/W4384342390","https://openalex.org/W3035703949","https://openalex.org/W4247601675","https://openalex.org/W1033938421"],"abstract_inverted_index":{"In":[0,92],"the":[1,67,114,126,152,182,186],"scientific":[2,51,111,123],"domain,":[3],"extremely":[4],"large":[5],"amounts":[6],"of":[7,24,72,154],"data":[8,25,38,47,52,62,73,100],"are":[9,53,75],"generated":[10],"by":[11,37,56],"large-scale":[12,89],"high":[13,170,174],"performance":[14,30],"computing":[15],"(HPC)":[16],"simulations.":[17],"Storing":[18],"and":[19,29,46,59,70,83,102],"sending":[20],"such":[21],"vast":[22],"volumes":[23],"poses":[26],"serious":[27],"scalability":[28],"issues,":[31],"which":[32,41,194],"can":[33],"be":[34],"considerably":[35],"mitigated":[36],"compression":[39,82,101,146,155,163,171,192],"techniques":[40,104],"significantly":[42],"reduced":[43],"storage":[44],"size":[45],"movement":[48],"burdens.":[49],"Since":[50],"being":[54],"shared":[55],"scientists":[57],"more":[58,60],"frequently,":[61],"security":[63],"methods":[64],"that":[65,141,181],"ensure":[66],"confidentiality,":[68],"integrity,":[69],"availability":[71],"itself":[74],"becoming":[76],"increasingly":[77],"important.":[78],"As":[79],"such,":[80],"combing":[81],"encryption":[84,143,160,183],"is":[85],"critical":[86],"to":[87,98],"storing":[88],"datasets":[90,112,124],"securely.":[91],"this":[93],"work,":[94],"we":[95],"explore":[96],"how":[97],"integrate":[99],"cryptography":[103],"as":[105,107],"efficiently":[106],"possible":[108],"for":[109],"big":[110],"in":[113],"HPC":[115],"field.":[116],"We":[117],"perform":[118],"thorough":[119],"experiments":[120],"using":[121],"different":[122],"with":[125,190],"state-of-the-art":[127],"error-bounded":[128],"lossy":[129,145,162],"compressor":[130],"-":[131,133],"SZ":[132],"on":[134],"a":[135],"real-world":[136],"supercomputing":[137],"environment.":[138],"Experiments":[139,178],"verify":[140,180],"performing":[142],"before":[144],"(a.k.a.,":[147,164],"encr-cmpr":[148],"method)":[149,166],"may":[150],"invalidate":[151],"advantage":[153],"algorithms.":[156],"By":[157],"contrast,":[158],"executing":[159],"after":[161],"cmpr-encr":[165,187],"keeps":[167],"not":[168],"only":[169],"ratios":[172],"but":[173],"overall":[175],"execution":[176],"speed.":[177],"also":[179],"overhead":[184],"under":[185],"method":[188],"decreases":[189],"increasing":[191],"ratios,":[193],"means":[195],"very":[196],"good":[197],"scalability.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
