{"id":"https://openalex.org/W4206959121","doi":"https://doi.org/10.1109/hipc53243.2021.00010","title":"Towards an Integral System for Processing Big Graphs at Scale","display_name":"Towards an Integral System for Processing Big Graphs at Scale","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4206959121","doi":"https://doi.org/10.1109/hipc53243.2021.00010"},"language":"en","primary_location":{"id":"doi:10.1109/hipc53243.2021.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc53243.2021.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC)","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5113621558","display_name":"Jingren Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jingren Zhou","raw_affiliation_strings":["Alibaba Group"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alibaba Group","institution_ids":["https://openalex.org/I4210095624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113621558"],"corresponding_institution_ids":["https://openalex.org/I4210095624"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"xxi","last_page":"xxi"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9692000150680542,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9635999798774719,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8133691549301147},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5341004133224487},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.5159485936164856},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.48346811532974243},{"id":"https://openalex.org/keywords/graph-traversal","display_name":"Graph traversal","score":0.48137620091438293},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4704027771949768},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.45929092168807983},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4258075952529907},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3360958695411682},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.21023061871528625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11656588315963745}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8133691549301147},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5341004133224487},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.5159485936164856},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.48346811532974243},{"id":"https://openalex.org/C96333769","wikidata":"https://www.wikidata.org/wiki/Q907955","display_name":"Graph traversal","level":3,"score":0.48137620091438293},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4704027771949768},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.45929092168807983},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4258075952529907},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3360958695411682},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21023061871528625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11656588315963745}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hipc53243.2021.00010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hipc53243.2021.00010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2950177805","https://openalex.org/W4300908983","https://openalex.org/W244044452","https://openalex.org/W2909405936","https://openalex.org/W1901747001","https://openalex.org/W2003603054","https://openalex.org/W2807077404","https://openalex.org/W1005082427","https://openalex.org/W2908735009","https://openalex.org/W2786642168"],"abstract_inverted_index":{"Summary":[0],"form":[1],"only":[2],"given,":[3],"as":[4,15,30,120],"follows.":[5],"The":[6],"complete":[7],"presentation":[8],"was":[9],"not":[10],"made":[11],"available":[12],"for":[13,97,180],"publication":[14],"part":[16],"of":[17,24,49,54,76,79,90,116,142,149,158],"the":[18,77,86],"conference":[19],"proceedings.":[20],"An":[21],"increasing":[22],"number":[23],"business":[25],"applications":[26],"naturally":[27],"model":[28],"data":[29],"graphs":[31,44],"to":[32,112],"capture":[33],"complex":[34,181],"relationships":[35],"and":[36,56,65,83,88,94,103,127,136,139,176],"dynamic":[37],"interactions":[38],"among":[39],"entities.":[40],"Processing":[41],"such":[42,119],"big":[43,80,98],"typically":[45],"involves":[46],"a":[47,92,108,113,132,147,159,165],"variety":[48],"graph":[50,81,99,117,121,128,144,162,182],"computations":[51,118],"over":[52],"billions":[53],"vertices":[55],"edges.":[57],"It":[58],"imposes":[59],"many":[60],"new":[61],"challenges":[62,175],"on":[63,146],"users":[64],"developers.":[66],"In":[67,151],"this":[68],"talk,":[69],"I":[70,171],"will":[71,172],"first":[72],"give":[73],"an":[74,155],"overview":[75],"landscape":[78],"processing":[82,100],"then":[84],"present":[85],"design":[87],"implementation":[89],"GraphScope,":[91],"unified":[93,109],"open-source":[95],"engine":[96,163],"from":[101],"Alibaba":[102],"Ant":[104],"Group.":[105],"GraphScope":[106],"provides":[107,154],"programming":[110,134],"interface":[111],"wide":[114],"range":[115],"traversal,":[122],"pattern":[123],"matching,":[124],"iterative":[125],"algorithms,":[126],"neural":[129],"networks":[130],"with":[131],"high-level":[133],"language":[135],"supports":[137],"parallel":[138],"distributed":[140],"execution":[141],"sophisticated":[143],"analysis":[145],"cluster":[148],"machines.":[150],"addition,":[152],"it":[153],"seamless":[156],"integration":[157],"highly":[160],"optimized":[161],"in":[164],"general-purpose":[166],"data-parallel":[167],"computing":[168],"system.":[169],"Finally,":[170],"outline":[173],"some":[174],"future":[177],"research":[178],"directions":[179],"computations.":[183]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
