{"id":"https://openalex.org/W3176265957","doi":"https://doi.org/10.1145/3461648.3463844","title":"MaPHeA: a lightweight memory hierarchy-aware profile-guided heap allocation framework","display_name":"MaPHeA: a lightweight memory hierarchy-aware profile-guided heap allocation framework","publication_year":2021,"publication_date":"2021-06-18","ids":{"openalex":"https://openalex.org/W3176265957","doi":"https://doi.org/10.1145/3461648.3463844","mag":"3176265957"},"language":"en","primary_location":{"id":"doi:10.1145/3461648.3463844","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3461648.3463844","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3461648.3463844","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3461648.3463844","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001771727","display_name":"Deok-Jae Oh","orcid":"https://orcid.org/0000-0002-3697-8946"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Deok-Jae Oh","raw_affiliation_strings":["Seoul National University, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014019978","display_name":"Yaebin Moon","orcid":"https://orcid.org/0000-0003-0972-4948"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yaebin Moon","raw_affiliation_strings":["Seoul National University, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035539518","display_name":"Eojin Lee","orcid":"https://orcid.org/0000-0003-2739-2924"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eojin Lee","raw_affiliation_strings":["Samsung Electronics, South Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015869752","display_name":"Tae Jun Ham","orcid":"https://orcid.org/0000-0002-2669-6849"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae Jun Ham","raw_affiliation_strings":["Seoul National University, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086980677","display_name":"Yongjun Park","orcid":"https://orcid.org/0000-0003-3725-0380"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongjun Park","raw_affiliation_strings":["Hanyang University, South Korea"],"affiliations":[{"raw_affiliation_string":"Hanyang University, South Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415731","display_name":"Jae W. Lee","orcid":"https://orcid.org/0000-0002-4266-4919"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae W. Lee","raw_affiliation_strings":["Seoul National University, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078262826","display_name":"Jung Ho Ahn","orcid":"https://orcid.org/0000-0003-1733-1394"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jung Ho Ahn","raw_affiliation_strings":["Seoul National University, South Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001771727"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":2.1225,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86953856,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"36"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9983999729156494,"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/heap","display_name":"Heap (data structure)","score":0.8765923380851746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8566386103630066},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.5944746732711792},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.5822530388832092},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5553607940673828},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4547313153743744},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4377312660217285},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.4357275366783142},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3956872820854187},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.37768930196762085},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3666769862174988},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.1343131959438324},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09819301962852478}],"concepts":[{"id":"https://openalex.org/C134757568","wikidata":"https://www.wikidata.org/wiki/Q274089","display_name":"Heap (data structure)","level":2,"score":0.8765923380851746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8566386103630066},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.5944746732711792},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.5822530388832092},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5553607940673828},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4547313153743744},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4377312660217285},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.4357275366783142},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3956872820854187},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.37768930196762085},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3666769862174988},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.1343131959438324},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09819301962852478}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3461648.3463844","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3461648.3463844","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3461648.3463844","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/183742","is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/183742","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3461648.3463844","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3461648.3463844","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3461648.3463844","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2801351297","display_name":null,"funder_award_id":"10080613","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5574411963","display_name":null,"funder_award_id":"10077609","funder_id":"https://openalex.org/F4320334879","funder_display_name":"Korea Evaluation Institute of Industrial Technology"},{"id":"https://openalex.org/G6635732358","display_name":null,"funder_award_id":"MOTIE","funder_id":"https://openalex.org/F4320334879","funder_display_name":"Korea Evaluation Institute of Industrial Technology"},{"id":"https://openalex.org/G8532035263","display_name":null,"funder_award_id":"10077609","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320330746","display_name":"Korea Semiconductor Research Consortium","ror":null},{"id":"https://openalex.org/F4320334879","display_name":"Korea Evaluation Institute of Industrial Technology","ror":"https://ror.org/03z9cwa38"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3176265957.pdf","grobid_xml":"https://content.openalex.org/works/W3176265957.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1554894717","https://openalex.org/W1974877222","https://openalex.org/W1975274780","https://openalex.org/W1985229168","https://openalex.org/W2014754119","https://openalex.org/W2035080386","https://openalex.org/W2036895660","https://openalex.org/W2048588974","https://openalex.org/W2057907247","https://openalex.org/W2060947125","https://openalex.org/W2068778705","https://openalex.org/W2081597309","https://openalex.org/W2082982763","https://openalex.org/W2092212481","https://openalex.org/W2101196063","https://openalex.org/W2135384752","https://openalex.org/W2150478767","https://openalex.org/W2168385711","https://openalex.org/W2290349115","https://openalex.org/W2340522713","https://openalex.org/W2604595776","https://openalex.org/W2604909646","https://openalex.org/W2611027062","https://openalex.org/W2724362854","https://openalex.org/W2759488747","https://openalex.org/W2780284891","https://openalex.org/W2794581605","https://openalex.org/W2802330870","https://openalex.org/W2885040162","https://openalex.org/W2890733579","https://openalex.org/W2912281309","https://openalex.org/W2922365623","https://openalex.org/W2928181291","https://openalex.org/W2934584470","https://openalex.org/W2953358830","https://openalex.org/W2966553076","https://openalex.org/W2985052895","https://openalex.org/W3000488335","https://openalex.org/W3008885346","https://openalex.org/W3011083606","https://openalex.org/W3034099214","https://openalex.org/W3104065274","https://openalex.org/W4214611987","https://openalex.org/W4229939983","https://openalex.org/W4232011172","https://openalex.org/W4233852027","https://openalex.org/W4238135788","https://openalex.org/W4248045917","https://openalex.org/W4253160802"],"related_works":["https://openalex.org/W1579918296","https://openalex.org/W2503961669","https://openalex.org/W1509211761","https://openalex.org/W1568263432","https://openalex.org/W2157802602","https://openalex.org/W1764185321","https://openalex.org/W1534871385","https://openalex.org/W2915415779","https://openalex.org/W2033486618","https://openalex.org/W3037767301"],"abstract_inverted_index":{"Hardware":[0],"performance":[1,99,168,213],"monitoring":[2],"units":[3],"(PMUs)":[4],"are":[5],"a":[6,21,81,187],"standard":[7],"feature":[8,38],"in":[9,136],"modern":[10],"microprocessors":[11],"for":[12],"high-performance":[13],"computing":[14],"(HPC)":[15],"and":[16,59,93,102,117,144,154,172,204,216],"embedded":[17,94],"systems,":[18],"by":[19,66,100,152,175,194,221],"providing":[20],"rich":[22,63],"set":[23],"of":[24,57,107,126,169,190,214,219,228],"microarchitectural":[25],"event":[26],"samplers.":[27],"Recently,":[28],"many":[29],"profile-guided":[30],"optimization":[31],"(PGO)":[32],"frameworks":[33,50],"have":[34],"exploited":[35],"them":[36,206],"to":[37,90,131,145,160,207],"much":[39],"lower":[40],"profiling":[41,115],"overhead":[42,116],"than":[43],"conventional":[44],"instrumentation-based":[45],"frameworks.":[46],"However,":[47],"existing":[48],"PGO":[49],"mostly":[51],"focus":[52],"on":[53,177],"optimizing":[54,132],"the":[55,67,74,104,124,161,167,180,212,224],"layout":[56],"binaries":[58],"do":[60],"not":[61],"utilize":[62],"information":[64],"provided":[65],"PMU":[68],"about":[69],"data":[70],"access":[71],"behaviors":[72],"over":[73,179,223],"memory":[75,141],"hierarchy.":[76],"Thus,":[77],"we":[78,128],"propose":[79],"MaPHeA,":[80,127],"lightweight":[82],"Memory":[83],"hierarchy-aware":[84],"Profile-guided":[85],"Heap":[86],"Allocation":[87],"framework":[88],"applicable":[89],"both":[91],"HPC":[92],"systems.":[95],"MaPHeA":[96,165,210],"improves":[97,166],"application":[98],"guiding":[101],"applying":[103],"optimized":[105],"allocation":[106,135],"dynamically":[108],"allocated":[109],"heap":[110,133,158,197],"objects":[111,159,198],"with":[112],"very":[113],"low":[114],"without":[118],"additional":[119],"user":[120],"intervention.":[121],"To":[122],"demonstrate":[123],"effectiveness":[125],"apply":[129],"it":[130],"object":[134],"an":[137,150],"emerging":[138],"DRAM-NVM":[139],"heterogeneous":[140],"system":[142],"(HMS),":[143],"selective":[146],"huge-page":[147,226],"utilization.":[148],"In":[149],"HMS,":[151],"identifying":[153,195],"placing":[155],"frequently":[156],"accessed":[157],"fast":[162],"DRAM":[163,185],"region,":[164],"memory-intensive":[170],"graph-processing":[171],"Redis":[173,220],"workloads":[174],"56.0%":[176],"average":[178],"default":[181],"configuration":[182],"that":[183,199],"uses":[184],"as":[186],"hardware-managed":[188],"cache":[189],"slow":[191],"NVM.":[192],"Also,":[193],"large":[196],"cause":[200],"frequent":[201],"TLB":[202],"misses":[203],"allocating":[205],"huge":[208],"pages,":[209],"increases":[211],"read":[215],"update":[217],"operations":[218],"10.6%":[222],"transparent":[225],"implementation":[227],"Linux.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
