{"id":"https://openalex.org/W1513547380","doi":"https://doi.org/10.1109/hpca.2004.10010","title":"Accurate and Complexity-Effective Spatial Pattern Prediction","display_name":"Accurate and Complexity-Effective Spatial Pattern Prediction","publication_year":2005,"publication_date":"2005-03-31","ids":{"openalex":"https://openalex.org/W1513547380","doi":"https://doi.org/10.1109/hpca.2004.10010","mag":"1513547380"},"language":"en","primary_location":{"id":"doi:10.1109/hpca.2004.10010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpca.2004.10010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th International Symposium on High Performance Computer Architecture (HPCA'04)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/135580","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003445359","display_name":"C.F. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.F. Chen","raw_affiliation_strings":["Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","Comput. Archit. Lab., Carnegie Mellon Univ., Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Comput. Archit. Lab., Carnegie Mellon Univ., Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111778849","display_name":"Se-Hyun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Se-Hyun Yang","raw_affiliation_strings":["Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","Computer Architecture Laboratory (CALCM) Carnegie Mellon University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Computer Architecture Laboratory (CALCM) Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057697787","display_name":"Babak Falsafi","orcid":"https://orcid.org/0000-0001-5916-8068"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Falsafi","raw_affiliation_strings":["Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","Comput. Archit. Lab., Carnegie Mellon Univ., Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture Laboratory (CALCM), Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Comput. Archit. Lab., Carnegie Mellon Univ., Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072544251","display_name":"Andreas Moshovos","orcid":"https://orcid.org/0000-0001-7768-367X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Moshovos","raw_affiliation_strings":["Electrical and Computer Engineering, University of Toronto, Canada","University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4323,"has_fulltext":false,"cited_by_count":103,"citation_normalized_percentile":{"value":0.91995467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9787999987602234,"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":0.9787999987602234,"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":0.0044999998062849045,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7231695652008057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3225858211517334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231695652008057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3225858211517334}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/hpca.2004.10010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpca.2004.10010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th International Symposium on High Performance Computer Architecture (HPCA'04)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.79.8926","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.79.8926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eecg.toronto.edu/~moshovos/research/hpca04.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.92.3188","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.92.3188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.cmu.edu/CALCM/TechRep/2003-002.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:135580","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/135580","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:135580","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/135580","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322015","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1555915743","https://openalex.org/W1567646530","https://openalex.org/W2013129990","https://openalex.org/W2019828391","https://openalex.org/W2032094184","https://openalex.org/W2048352387","https://openalex.org/W2073197815","https://openalex.org/W2073776178","https://openalex.org/W2080958936","https://openalex.org/W2095679548","https://openalex.org/W2096921456","https://openalex.org/W2099815586","https://openalex.org/W2100913437","https://openalex.org/W2103555549","https://openalex.org/W2107349848","https://openalex.org/W2109220580","https://openalex.org/W2110999128","https://openalex.org/W2118924037","https://openalex.org/W2121386169","https://openalex.org/W2125263803","https://openalex.org/W2126357937","https://openalex.org/W2131054871","https://openalex.org/W2139164850","https://openalex.org/W2141302915","https://openalex.org/W2146561901","https://openalex.org/W2146866853","https://openalex.org/W2161991038","https://openalex.org/W3143420313","https://openalex.org/W4231459869","https://openalex.org/W4231691742","https://openalex.org/W4235106764","https://openalex.org/W4239314300","https://openalex.org/W4241277933","https://openalex.org/W4244939384","https://openalex.org/W4248310916","https://openalex.org/W4253188506","https://openalex.org/W4253202538","https://openalex.org/W6675077723","https://openalex.org/W6675446712","https://openalex.org/W6676203289","https://openalex.org/W6823429077","https://openalex.org/W6834421814"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Recent":[0],"research":[1],"suggests":[2],"that":[3,74,104],"there":[4],"are":[5],"large":[6],"variations":[7,53],"in":[8,89,183],"a":[9,70,80,84,117,123,137,150,159,172,219],"cache's":[10],"spatial":[11,32,52,66,81,105,200],"usage,":[12],"both":[13],"within":[14,79,116],"and":[15,33,36,58,112,197,216],"across":[16],"programs.":[17],"Unfortunately,":[18],"conventional":[19,48],"caches":[20,49],"typically":[21],"employ":[22],"fixed":[23],"cache":[24,40,60,118,143,186],"line":[25],"sizes":[26],"to":[27,37,50,55,129,204,218],"balance":[28],"the":[29,65,131,165,177,184],"exploitation":[30],"of":[31,47,87,126,162,202,221],"temporal":[34],"locality,":[35],"avoid":[38],"prohibitive":[39],"fill":[41],"bandwidth":[42],"demands.":[43],"The":[44,93],"resulting":[45],"inability":[46],"exploit":[51],"leads":[54],"suboptimal":[56],"performance":[57,195],"unnecessary":[59],"power":[61],"dissipation.":[62],"We":[63,120],"describe":[64],"pattern":[67],"predictor":[68,127],"(SPP),":[69],"cost-effective":[71],"hardware":[72],"mechanism":[73],"accurately":[75],"predicts":[76],"reference":[77,114],"patterns":[78,106,166],"group":[82],"(i.e.,":[83],"contiguous":[85],"region":[86],"data":[88,113,142],"memory)":[90],"at":[91],"runtime.":[92],"key":[94],"observation":[95],"enabling":[96],"an":[97],"accurate,":[98],"yet":[99],"low-cost,":[100],"SPP":[101,154,178,208],"design":[102],"is":[103],"correlate":[107],"well":[108],"with":[109,144],"instruction":[110],"addresses":[111],"offsets":[115],"line.":[119],"require":[121],"only":[122,168],"small":[124],"amount":[125],"memory":[128],"store":[130],"predicted":[132],"patterns.":[133],"Simulation":[134],"results":[135],"for":[136],"64-Kbyte":[138],"2-way":[139],"set-associative":[140],"Ll":[141],"64-byte":[145],"lines":[146],"show":[147],"that:":[148],"(1)":[149],"256-entry":[151],"tag-less":[152],"direct-mapped":[153],"can":[155],"achieve,":[156],"on":[157,189,214],"average,":[158,190],"prediction":[160],"coverage":[161],"95%,":[163],"over-predicting":[164],"by":[167,187,212],"8%,":[169],"(2)":[170],"assuming":[171],"70":[173],"nm":[174],"process":[175],"technology,":[176],"helps":[179],"reduce":[180],"leakage":[181],"energy":[182],"base":[185],"41%":[188],"incurring":[191],"less":[192],"than":[193],"1%":[194],"degradation,":[196],"(3)":[198],"prefetching":[199],"groups":[201],"up":[203,217],"512":[205],"bytes":[206],"using":[207],"improves":[209],"execution":[210],"time":[211],"33%":[213],"average":[215],"factor":[220],"two.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
