{"id":"https://openalex.org/W2775299278","doi":"https://doi.org/10.1145/3148055.3148059","title":"Victream","display_name":"Victream","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2775299278","doi":"https://doi.org/10.1145/3148055.3148059","mag":"2775299278"},"language":"en","primary_location":{"id":"doi:10.1145/3148055.3148059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","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/A5002182453","display_name":"Jun Suzuki","orcid":"https://orcid.org/0000-0003-2108-1340"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jun Suzuki","raw_affiliation_strings":["NEC Corporation &amp; University of Tokyo, Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation &amp; University of Tokyo, Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103412689","display_name":"Yuki Hayashi","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuki Hayashi","raw_affiliation_strings":["NEC Corporation, Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation, Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044670503","display_name":"Masaki Kan","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki Kan","raw_affiliation_strings":["NEC Corporation &amp; Welmo Inc., Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation &amp; Welmo Inc., Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110484821","display_name":"Shinya Miyakawa","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shinya Miyakawa","raw_affiliation_strings":["NEC Corporation, Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation, Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101770036","display_name":"Takashi Takenaka","orcid":"https://orcid.org/0000-0001-5338-7403"},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Takenaka","raw_affiliation_strings":["NEC Corporation, Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation, Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109538488","display_name":"Takuya Araki","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuya Araki","raw_affiliation_strings":["NEC Corporation, Kawasaki, Japan"],"affiliations":[{"raw_affiliation_string":"NEC Corporation, Kawasaki, Japan","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056438865","display_name":"Masaru Kitsuregawa","orcid":"https://orcid.org/0000-0003-4027-2994"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaru Kitsuregawa","raw_affiliation_strings":["University of Tokyo, Meguro-Ku, Japan"],"affiliations":[{"raw_affiliation_string":"University of Tokyo, Meguro-Ku, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002182453"],"corresponding_institution_ids":["https://openalex.org/I118347220","https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.9673,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83786848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991999864578247,"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":0.9036341905593872},{"id":"https://openalex.org/keywords/instruction-prefetch","display_name":"Instruction prefetch","score":0.8623137474060059},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.772480845451355},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7079722881317139},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6924876570701599},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5799450874328613},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.45063844323158264},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.4502234160900116},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4139927625656128},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24381279945373535},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.21502381563186646},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.17159029841423035},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0920553207397461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9036341905593872},{"id":"https://openalex.org/C133588205","wikidata":"https://www.wikidata.org/wiki/Q28455645","display_name":"Instruction prefetch","level":3,"score":0.8623137474060059},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.772480845451355},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7079722881317139},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6924876570701599},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5799450874328613},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.45063844323158264},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.4502234160900116},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4139927625656128},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24381279945373535},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.21502381563186646},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.17159029841423035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0920553207397461},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3148055.3148059","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148059","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W360609063","https://openalex.org/W1651324627","https://openalex.org/W1773424846","https://openalex.org/W2040501492","https://openalex.org/W2100830825","https://openalex.org/W2129817042","https://openalex.org/W2131975293","https://openalex.org/W2146606012","https://openalex.org/W2146757372","https://openalex.org/W2153375074","https://openalex.org/W2161190431","https://openalex.org/W2173213060","https://openalex.org/W2414493891","https://openalex.org/W4239429564","https://openalex.org/W4243734635","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2140324148","https://openalex.org/W2121199344","https://openalex.org/W2285914869","https://openalex.org/W3117515082","https://openalex.org/W2113441357","https://openalex.org/W3022537591","https://openalex.org/W2126134823","https://openalex.org/W2336226224","https://openalex.org/W126407280","https://openalex.org/W2146867217"],"abstract_inverted_index":{"In":[0],"data-parallel":[1],"computing":[2,34,43,100],"that":[3,15,115,144,172,180,224,234,240,256,264],"uses":[4,111],"a":[5,47,91,96,112,139,185,252],"graphic":[6],"processing":[7,10,29,63],"unit":[8],"(GPU),":[9],"of":[11,42,64,90,124,128,149,156,190,200,210,244,247,251,259,265],"large":[12,65],"data":[13,66,75,79,126,129,150,158,176,179,199,232,245,248],"requires":[14,145],"multiple":[16,33],"GPUs":[17,68,173],"be":[18],"used":[19],"in":[20,56,62,160,237],"the":[21,40,88,121,146,157,168,197,208,216,220,238,242,257],"computer":[22],"to":[23,106,119,206,230,270],"increase":[24],"its":[25],"execution":[26,89],"performance.":[27],"Increasing":[28],"performance":[30,54,97,258],"by":[31,39,268],"using":[32],"resources":[35],"has":[36],"been":[37],"enabled":[38],"development":[41],"frameworks":[44,267],"based":[45],"on":[46,67],"directed":[48],"acyclic":[49],"graph":[50],"(DAG).":[51],"However,":[52],"their":[53],"degrades":[55],"out-of-core":[57],"processing,":[58],"which":[59],"often":[60],"occurs":[61],"with":[69],"limited":[70],"memory":[71,83,86,162],"capacity.":[72],"The":[73],"GPU":[74,85,125,161,186,192],"input/output":[76],"(I/O)":[77],"for":[78],"swapping":[80,151],"between":[81],"host":[82],"and":[84,152],"during":[87],"user":[92],"DAG":[93],"is":[94,104,204,235,261],"usually":[95],"bottleneck.":[98],"A":[99],"framework":[101],"called":[102],"\"Victream\"":[103],"proposed":[105],"overcome":[107],"this":[108],"drawback.":[109],"It":[110],"novel":[113],"scheduler":[114,214],"involves":[116],"two":[117],"methods":[118],"minimize":[120],"total":[122],"amount":[123,148,243],"I/O":[127,193,246],"swapping.":[130,249],"First,":[131],"it":[132,137,141,166,203,225],"performs":[133],"locality-aware":[134,169,221],"scheduling.":[135],"When":[136],"schedules":[138],"task,":[140],"selects":[142],"one":[143],"minimum":[147],"reuses":[153],"as":[154,163],"much":[155],"residing":[159],"possible.":[164],"Second,":[165],"extends":[167,219],"scheduling":[170,222],"so":[171,223],"can":[174,226],"execute":[175],"prefetching.":[177],"Prefetching":[178],"are":[181],"swapped":[182],"out":[183],"from":[184],"enables":[187],"efficient":[188],"use":[189],"bottleneck":[191],"resources.":[194],"To":[195],"prefetch":[196],"input":[198],"future":[201,211,228],"tasks,":[202],"required":[205],"determine":[207],"schedule":[209,227],"tasks.":[212],"Victream's":[213],"(hereafter,":[215],"Victream":[217,253,260],"scheduler)":[218],"tasks":[229],"enable":[231],"prefetching":[233],"executed":[236],"way":[239],"minimizes":[241],"Evaluation":[250],"prototype":[254],"showed":[255],"better":[262],"than":[263],"conventional":[266],"up":[269],"117%.":[271]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-12-22T00:00:00"}
