{"id":"https://openalex.org/W7165114340","doi":"https://doi.org/10.1145/3787109.3815244","title":"Vector Value Prediction with Element-wise Stride Compression","display_name":"Vector Value Prediction with Element-wise Stride Compression","publication_year":2026,"publication_date":"2026-06-18","ids":{"openalex":"https://openalex.org/W7165114340","doi":"https://doi.org/10.1145/3787109.3815244"},"language":null,"primary_location":{"id":"doi:10.1145/3787109.3815244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3787109.3815244","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2026","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3787109.3815244","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138830626","display_name":"Yanmeng Huang","orcid":"https://orcid.org/0009-0004-0371-8488"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmeng Huang","raw_affiliation_strings":["Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0004-0371-8488","affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054046358","display_name":"Ling Yang","orcid":"https://orcid.org/0000-0002-0838-0066"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Yang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-0838-0066","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060299174","display_name":"Yuanhu Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhu Cheng","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9621-350X","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084884735","display_name":"Junhui Wang","orcid":"https://orcid.org/0000-0002-6225-8045"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhui Wang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-6225-8045","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012771136","display_name":"Quan Deng","orcid":"https://orcid.org/0000-0002-1454-8486"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Deng","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-1454-8486","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053514899","display_name":"Junbo Tie","orcid":"https://orcid.org/0000-0002-8989-8931"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Tie","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-8989-8931","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070632746","display_name":"Yongwen Wang","orcid":"https://orcid.org/0009-0008-2514-2052"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongwen Wang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0008-2514-2052","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103105893","display_name":"Hai Zhong","orcid":"https://orcid.org/0000-0002-5185-2890"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Zhong","raw_affiliation_strings":["Changsha University of Science and Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-5185-2890","affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology, Changsha, China","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069512300","display_name":"Libo Huang","orcid":"https://orcid.org/0000-0002-8307-6742"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Libo Huang","raw_affiliation_strings":["National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-8307-6742","affiliations":[{"raw_affiliation_string":"National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93705337,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.8144000172615051,"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":0.8144000172615051,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.06669999659061432,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.03009999915957451,"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/simd","display_name":"SIMD","score":0.673799991607666},{"id":"https://openalex.org/keywords/scalar","display_name":"Scalar (mathematics)","score":0.6729999780654907},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5698000192642212},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5501999855041504},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.507099986076355},{"id":"https://openalex.org/keywords/vectorization","display_name":"Vectorization (mathematics)","score":0.4250999987125397},{"id":"https://openalex.org/keywords/stride","display_name":"STRIDE","score":0.3885999917984009}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132999897003174},{"id":"https://openalex.org/C150552126","wikidata":"https://www.wikidata.org/wiki/Q339387","display_name":"SIMD","level":2,"score":0.673799991607666},{"id":"https://openalex.org/C57691317","wikidata":"https://www.wikidata.org/wiki/Q1289248","display_name":"Scalar (mathematics)","level":2,"score":0.6729999780654907},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5698000192642212},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5501999855041504},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.507099986076355},{"id":"https://openalex.org/C41681595","wikidata":"https://www.wikidata.org/wiki/Q7917855","display_name":"Vectorization (mathematics)","level":2,"score":0.4250999987125397},{"id":"https://openalex.org/C18007350","wikidata":"https://www.wikidata.org/wiki/Q7394815","display_name":"STRIDE","level":2,"score":0.3885999917984009},{"id":"https://openalex.org/C161824985","wikidata":"https://www.wikidata.org/wiki/Q919509","display_name":"Vector processor","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3788999915122986},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3707999885082245},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3440000116825104},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2621999979019165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3787109.3815244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3787109.3815244","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3787109.3815244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3787109.3815244","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.44574174284935,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1800259027","https://openalex.org/W1984884994","https://openalex.org/W2053496002","https://openalex.org/W2147657366","https://openalex.org/W2613264175","https://openalex.org/W2765548724","https://openalex.org/W2904519778","https://openalex.org/W2934240089","https://openalex.org/W3115822890","https://openalex.org/W3173074201","https://openalex.org/W4253048710","https://openalex.org/W4289821489","https://openalex.org/W4387951101","https://openalex.org/W4401211798"],"related_works":[],"abstract_inverted_index":{"The":[0],"increasing":[1],"emphasis":[2],"on":[3,87],"vectorization":[4],"and":[5,26,96,136,150],"Single":[6],"Instruction,":[7],"Multiple":[8],"Data":[9],"(SIMD)":[10],"processing":[11],"reflects":[12],"their":[13],"central":[14],"role":[15],"in":[16,22,30,116,142,157],"modern":[17],"processors.":[18,118,163],"However,":[19],"as":[20,75],"workloads":[21],"data":[23,36,94],"processing,":[24],"multimedia,":[25],"algorithmic":[27],"operations":[28],"grow":[29],"complexity,":[31],"they":[32],"introduce":[33],"more":[34],"pronounced":[35],"dependencies,":[37],"leading":[38],"to":[39,44,79,92,109,134,165,178],"longer":[40],"execution":[41],"times":[42],"compared":[43],"scalar":[45,90,107],"instructions.":[46,68],"To":[47],"address":[48],"these":[49],"evolving":[50],"challenges,":[51],"we":[52,171],"present":[53],"the":[54,102,111,143,159,167],"Vector":[55],"Value":[56],"TAGE":[57],"predictor":[58,63],"(VVTAGE),":[59],"a":[60,76,154],"novel":[61],"value":[62,70],"specifically":[64],"designed":[65],"for":[66],"vector":[67,113],"Although":[69],"prediction":[71,103],"has":[72,84],"been":[73],"proposed":[74],"fundamental":[77],"strategy":[78],"enhance":[80,166],"processor":[81,127],"performance,":[82,128],"it":[83],"traditionally":[85],"focused":[86],"predicting":[88],"64-bit":[89],"values":[91],"mitigate":[93],"dependencies":[95],"improve":[97,126],"pipeline":[98],"throughput.":[99],"VVTAGE":[100,123,187],"extends":[101],"capabilities":[104],"of":[105,132,140,161,169],"existing":[106],"predictors":[108],"accommodate":[110],"wide":[112],"registers":[114],"used":[115],"contemporary":[117],"Our":[119],"research":[120],"demonstrates":[121],"that":[122,186],"can":[124],"significantly":[125],"achieving":[129],"performance":[130,160,191],"gains":[131],"up":[133],"20.1%":[135],"an":[137,173],"average":[138],"increase":[139],"4.53%":[141],"evaluated":[144],"SIMD":[145,162],"benchmarks.":[146],"This":[147],"innovative":[148],"approach":[149],"surprising":[151],"results":[152,184],"represent":[153],"significant":[155],"advancement":[156],"optimizing":[158],"Furthermore,":[164],"scalability":[168],"VVTAGE,":[170],"propose":[172],"element-wise":[174],"stride":[175],"compression":[176],"method":[177],"reduce":[179],"its":[180],"storage":[181],"overhead.":[182,196],"Experimental":[183],"show":[185],"still":[188],"retains":[189],"64%":[190],"gain":[192],"while":[193],"reducing":[194],"15.4KB":[195]},"counts_by_year":[],"updated_date":"2026-06-19T15:51:49.773706","created_date":"2026-06-19T00:00:00"}