{"id":"https://openalex.org/W4308090257","doi":"https://doi.org/10.1109/hpec55821.2022.9926289","title":"Exploring the Impacts of Software Cache Configuration for In-line Compressed Arrays","display_name":"Exploring the Impacts of Software Cache Configuration for In-line Compressed Arrays","publication_year":2022,"publication_date":"2022-09-19","ids":{"openalex":"https://openalex.org/W4308090257","doi":"https://doi.org/10.1109/hpec55821.2022.9926289"},"language":"en","primary_location":{"id":"doi:10.1109/hpec55821.2022.9926289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec55821.2022.9926289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5019756500","display_name":"Sansriti Ranjan","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":"Sansriti Ranjan","raw_affiliation_strings":["Clemson University,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA"],"affiliations":[{"raw_affiliation_string":"Clemson University,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","institution_ids":["https://openalex.org/I8078737"]},{"raw_affiliation_string":"Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050859744","display_name":"Dakota Fulp","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":false,"raw_author_name":"Dakota Fulp","raw_affiliation_strings":["Clemson University,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA"],"affiliations":[{"raw_affiliation_string":"Clemson University,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","institution_ids":["https://openalex.org/I8078737"]},{"raw_affiliation_string":"Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"last","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,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA"],"affiliations":[{"raw_affiliation_string":"Clemson University,Holcombe Department of Electrical and Computing Engineering,Clemson,USA","institution_ids":["https://openalex.org/I8078737"]},{"raw_affiliation_string":"Holcombe Department of Electrical and Computing Engineering, Clemson University, Clemson, USA","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019756500"],"corresponding_institution_ids":["https://openalex.org/I8078737"],"apc_list":null,"apc_paid":null,"fwci":0.2761,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57140053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9997000098228455,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8712966442108154},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.8283907175064087},{"id":"https://openalex.org/keywords/cache-coloring","display_name":"Cache coloring","score":0.6001608967781067},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5556542277336121},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4966016411781311},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.49551427364349365},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.4623734951019287},{"id":"https://openalex.org/keywords/page-cache","display_name":"Page cache","score":0.45942333340644836},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4311930537223816},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42891210317611694},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34230783581733704},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.33835548162460327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712966442108154},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.8283907175064087},{"id":"https://openalex.org/C201148951","wikidata":"https://www.wikidata.org/wiki/Q5015976","display_name":"Cache coloring","level":4,"score":0.6001608967781067},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5556542277336121},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4966016411781311},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.49551427364349365},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.4623734951019287},{"id":"https://openalex.org/C36340418","wikidata":"https://www.wikidata.org/wiki/Q7124288","display_name":"Page cache","level":5,"score":0.45942333340644836},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4311930537223816},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42891210317611694},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34230783581733704},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.33835548162460327},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec55821.2022.9926289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec55821.2022.9926289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1006408529","display_name":null,"funder_award_id":"SHF-1910197,SHF-1943114","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2114386333","https://openalex.org/W2734782074","https://openalex.org/W2020176098","https://openalex.org/W2118932116","https://openalex.org/W2535115842","https://openalex.org/W2012518269","https://openalex.org/W2086718556","https://openalex.org/W1496086148","https://openalex.org/W2363672756","https://openalex.org/W1860107648"],"abstract_inverted_index":{"In":[0,123],"order":[1],"to":[2,13,134,148,179,227],"compute":[3],"on":[4,169],"or":[5,82,88],"analyze":[6,135],"large":[7,14,30],"data":[8,56,159],"sets,":[9],"applications":[10],"need":[11],"access":[12],"amounts":[15],"of":[16,22,46,67,106,113,120,155,183,222],"memory.":[17,49,75],"To":[18],"increase":[19],"the":[20,44,59,104,114,118,121,152,194,202,220],"amount":[21],"physical":[23,48],"memory":[24,36],"requires":[25],"costly":[26],"hardware":[27,40],"upgrades.":[28],"Compressing":[29],"arrays":[31,52,78],"stored":[32],"in":[33,64,73,98,219],"an":[34,142,223],"application's":[35],"does":[37],"not":[38],"require":[39,79],"upgrades,":[41],"while":[42],"enabling":[43],"appearance":[45],"more":[47],"In-line":[50],"compressed":[51,77],"compress":[53],"and":[54,65,128,136,150,160,166,198,214],"decompress":[55],"needed":[57],"by":[58,192,225],"application":[60,224],"as":[61],"it":[62],"moves":[63],"out":[66],"it's":[68],"working":[69],"set":[70],"that":[71,188],"resides":[72],"main":[74],"Naive":[76],"a":[80,99,130,176],"compression":[81,131],"decompression":[83],"operation":[84],"for":[85,141,206],"each":[86],"store":[87],"load,":[89],"respectively,":[90],"which":[91],"significantly":[92,205],"hurts":[93],"performance.":[94,110],"Caching":[95],"decompressed":[96],"values":[97],"software":[100,115],"managed":[101],"cache":[102,116,132,139,184,189,199],"limits":[103],"number":[105],"compression/decompression":[107],"operations,":[108],"improving":[109],"The":[111],"structure":[112],"impacts":[117,182],"performance":[119,177,221],"application.":[122,143],"this":[124],"paper,":[125],"we":[126,174],"build":[127],"utilize":[129],"simulator":[133,145],"simulate":[137],"various":[138],"configurations":[140],"Our":[144],"is":[146],"able":[147],"leverage":[149],"model":[151,178],"multidimensional":[153],"nature":[154],"high-performance":[156],"computing":[157],"(HPC)":[158],"compressors.":[161],"We":[162],"evaluate":[163],"both":[164],"direct-mapped":[165],"set-associative":[167],"caches":[168],"five":[170],"HPC":[171],"kernels.":[172],"Finally,":[173],"construct":[175],"explore":[180],"runtime":[181],"configurations.":[185],"Results":[186],"show":[187],"policy":[190],"tuning":[191],"increasing":[193],"block":[195],"size,":[196],"associativity":[197],"size":[200],"improves":[201,212],"hit":[203,215],"rate":[204],"all":[207],"applications.":[208],"Incorporating":[209],"dimensionality":[210],"further":[211],"locality":[213],"rate,":[216],"achieving":[217],"speedup":[218],"up":[226],"28.25":[228],"%.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}