{"id":"https://openalex.org/W2253855427","doi":"https://doi.org/10.1109/tpds.2015.2435788","title":"A Survey Of Architectural Approaches for Data Compression in Cache and Main Memory Systems","display_name":"A Survey Of Architectural Approaches for Data Compression in Cache and Main Memory Systems","publication_year":2015,"publication_date":"2015-05-20","ids":{"openalex":"https://openalex.org/W2253855427","doi":"https://doi.org/10.1109/tpds.2015.2435788","mag":"2253855427"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2015.2435788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2015.2435788","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012290807","display_name":"Sparsh Mittal","orcid":"https://orcid.org/0000-0002-2908-993X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sparsh Mittal","raw_affiliation_strings":["Future Technologies Group, Oak Ridge National Laboratory, Oak Ridge, TN"],"raw_orcid":"https://orcid.org/0000-0002-2908-993X","affiliations":[{"raw_affiliation_string":"Future Technologies Group, Oak Ridge National Laboratory, Oak Ridge, TN","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061838490","display_name":"Jeffrey S. Vetter","orcid":"https://orcid.org/0000-0002-2449-6720"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey S. Vetter","raw_affiliation_strings":["Future Technologies Group, Oak Ridge National Laboratory, Oak Ridge, TN","Georgia Institute of Technology, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Technologies Group, Oak Ridge National Laboratory, Oak Ridge, TN","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"Georgia Institute of Technology, GA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":20.4053,"has_fulltext":false,"cited_by_count":103,"citation_normalized_percentile":{"value":0.99530801,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"27","issue":"5","first_page":"1524","last_page":"1536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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":0.9998000264167786,"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/computer-science","display_name":"Computer science","score":0.8657804727554321},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5970681309700012},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.529396653175354},{"id":"https://openalex.org/keywords/cache-only-memory-architecture","display_name":"Cache-only memory architecture","score":0.5224720239639282},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.48313042521476746},{"id":"https://openalex.org/keywords/uniform-memory-access","display_name":"Uniform memory access","score":0.4586612582206726},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4336943030357361},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4328470528125763},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.4283291697502136},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.4254084825515747},{"id":"https://openalex.org/keywords/cache-pollution","display_name":"Cache pollution","score":0.4150887131690979},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.4090432822704315},{"id":"https://openalex.org/keywords/cache-coloring","display_name":"Cache coloring","score":0.381376177072525},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2930479347705841},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.2703227698802948},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.24849450588226318},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18585613369941711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8657804727554321},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5970681309700012},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.529396653175354},{"id":"https://openalex.org/C3720319","wikidata":"https://www.wikidata.org/wiki/Q5015937","display_name":"Cache-only memory architecture","level":5,"score":0.5224720239639282},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.48313042521476746},{"id":"https://openalex.org/C51290061","wikidata":"https://www.wikidata.org/wiki/Q1936765","display_name":"Uniform memory access","level":4,"score":0.4586612582206726},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4336943030357361},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4328470528125763},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.4283291697502136},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.4254084825515747},{"id":"https://openalex.org/C113166858","wikidata":"https://www.wikidata.org/wiki/Q5015981","display_name":"Cache pollution","level":5,"score":0.4150887131690979},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.4090432822704315},{"id":"https://openalex.org/C201148951","wikidata":"https://www.wikidata.org/wiki/Q5015976","display_name":"Cache coloring","level":4,"score":0.381376177072525},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2930479347705841},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.2703227698802948},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.24849450588226318},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18585613369941711},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2015.2435788","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2015.2435788","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G7860782327","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320307895","funder_display_name":"AOL"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320307895","display_name":"AOL","ror":"https://ror.org/051sg1a03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":114,"referenced_works":["https://openalex.org/W187057365","https://openalex.org/W1487249727","https://openalex.org/W1494202216","https://openalex.org/W1560177473","https://openalex.org/W1588101885","https://openalex.org/W1589156006","https://openalex.org/W1589691128","https://openalex.org/W1600434857","https://openalex.org/W1963881655","https://openalex.org/W1964424282","https://openalex.org/W1966803590","https://openalex.org/W1968980974","https://openalex.org/W1976494130","https://openalex.org/W1976919080","https://openalex.org/W1977042717","https://openalex.org/W1979147374","https://openalex.org/W1983305800","https://openalex.org/W1984580002","https://openalex.org/W1991518265","https://openalex.org/W1992714819","https://openalex.org/W1995592915","https://openalex.org/W1999554598","https://openalex.org/W2006655698","https://openalex.org/W2016823211","https://openalex.org/W2019401312","https://openalex.org/W2024155916","https://openalex.org/W2025632321","https://openalex.org/W2029307214","https://openalex.org/W2032688435","https://openalex.org/W2033062187","https://openalex.org/W2033110238","https://openalex.org/W2034375884","https://openalex.org/W2037903968","https://openalex.org/W2038389585","https://openalex.org/W2040832575","https://openalex.org/W2045257463","https://openalex.org/W2049833550","https://openalex.org/W2051149669","https://openalex.org/W2052201685","https://openalex.org/W2056222607","https://openalex.org/W2065480142","https://openalex.org/W2078999445","https://openalex.org/W2081140905","https://openalex.org/W2085385727","https://openalex.org/W2088012320","https://openalex.org/W2090032487","https://openalex.org/W2093819294","https://openalex.org/W2093922451","https://openalex.org/W2100931517","https://openalex.org/W2101241652","https://openalex.org/W2101756288","https://openalex.org/W2107745473","https://openalex.org/W2107931110","https://openalex.org/W2108142671","https://openalex.org/W2109491927","https://openalex.org/W2109790252","https://openalex.org/W2112197601","https://openalex.org/W2112690683","https://openalex.org/W2114668191","https://openalex.org/W2114919995","https://openalex.org/W2118703320","https://openalex.org/W2120459733","https://openalex.org/W2122343287","https://openalex.org/W2123917655","https://openalex.org/W2125286631","https://openalex.org/W2129780913","https://openalex.org/W2130252115","https://openalex.org/W2131017271","https://openalex.org/W2132153846","https://openalex.org/W2134784745","https://openalex.org/W2135008796","https://openalex.org/W2139970538","https://openalex.org/W2141527188","https://openalex.org/W2142119745","https://openalex.org/W2143027322","https://openalex.org/W2144009915","https://openalex.org/W2144547480","https://openalex.org/W2147267708","https://openalex.org/W2147657598","https://openalex.org/W2148540918","https://openalex.org/W2154614859","https://openalex.org/W2155366133","https://openalex.org/W2155901874","https://openalex.org/W2159410636","https://openalex.org/W2161567137","https://openalex.org/W2162752393","https://openalex.org/W2166340998","https://openalex.org/W2167181671","https://openalex.org/W2167377036","https://openalex.org/W2501728180","https://openalex.org/W2997147979","https://openalex.org/W3043824119","https://openalex.org/W3147383607","https://openalex.org/W4232112461","https://openalex.org/W4233721923","https://openalex.org/W4234059337","https://openalex.org/W4237910431","https://openalex.org/W4249176607","https://openalex.org/W4253198736","https://openalex.org/W4253387423","https://openalex.org/W6607666111","https://openalex.org/W6629479744","https://openalex.org/W6629566798","https://openalex.org/W6635197292","https://openalex.org/W6636040597","https://openalex.org/W6645927812","https://openalex.org/W6655226373","https://openalex.org/W6675403742","https://openalex.org/W6676467161","https://openalex.org/W6676995360","https://openalex.org/W6678798161","https://openalex.org/W6679272650","https://openalex.org/W6684837310","https://openalex.org/W6724427940"],"related_works":["https://openalex.org/W2217292995","https://openalex.org/W2115782696","https://openalex.org/W3145643808","https://openalex.org/W2966447112","https://openalex.org/W2363409354","https://openalex.org/W109043737","https://openalex.org/W2262128607","https://openalex.org/W2325985864","https://openalex.org/W4246122698","https://openalex.org/W4226255854"],"abstract_inverted_index":{"As":[0],"the":[1,74,112,118],"number":[2],"of":[3,28,32,60,121,127],"cores":[4],"on":[5,77],"a":[6,39,58],"chip":[7],"increases":[8],"and":[9,48,52,67,84,91,94,99,101],"key":[10,78],"applications":[11],"become":[12],"even":[13],"more":[14],"data-intensive,":[15],"memory":[16,45,69,96,103,125],"systems":[17],"in":[18,65,89,114,124],"modern":[19],"processors":[20],"have":[21],"to":[22,42,80],"deal":[23],"with":[24],"increasingly":[25],"large":[26],"amount":[27],"data.":[29],"In":[30],"face":[31],"such":[33],"challenges,":[34],"data":[35],"compression":[36,64,88,122],"presents":[37,57],"as":[38],"promising":[40],"approach":[41,123],"increase":[43],"effective":[44],"system":[46],"capacity":[47],"also":[49,72],"provide":[50],"performance":[51],"energy":[53],"advantages.":[54],"This":[55],"paper":[56],"survey":[59,109],"techniques":[61,75],"for":[62],"using":[63],"cache":[66],"main":[68],"systems.":[70,104,130],"It":[71,86],"classifies":[73],"based":[76],"parameters":[79],"highlight":[81],"their":[82],"similarities":[83],"differences.":[85],"discusses":[87],"CPUs":[90],"GPUs,":[92],"conventional":[93],"non-volatile":[95],"(NVM)":[97],"systems,":[98],"2D":[100],"3D":[102],"We":[105],"hope":[106],"that":[107],"this":[108],"will":[110],"help":[111],"researchers":[113],"gaining":[115],"insight":[116],"into":[117],"potential":[119],"role":[120],"components":[126],"future":[128],"extreme-scale":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":18},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}