{"id":"https://openalex.org/W2621715756","doi":"https://doi.org/10.1145/3078447.3078455","title":"Granula","display_name":"Granula","publication_year":2017,"publication_date":"2017-05-19","ids":{"openalex":"https://openalex.org/W2621715756","doi":"https://doi.org/10.1145/3078447.3078455","mag":"2621715756"},"language":"en","primary_location":{"id":"doi:10.1145/3078447.3078455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078447.3078455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049880718","display_name":"Wing Lung Ngai","orcid":null},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wing Lung Ngai","raw_affiliation_strings":["VU Amsterdam, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VU Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081869535","display_name":"Tim Hegeman","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tim Hegeman","raw_affiliation_strings":["Delft University of Technology, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073239665","display_name":"Stijn Heldens","orcid":"https://orcid.org/0000-0001-8792-6305"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Stijn Heldens","raw_affiliation_strings":["University of Twente, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Twente, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006986556","display_name":"Alexandru Iosup","orcid":"https://orcid.org/0000-0001-8030-9398"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Iosup","raw_affiliation_strings":["VU Amsterdam and the Delft University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VU Amsterdam and the Delft University of Technology","institution_ids":["https://openalex.org/I865915315","https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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":0.9945999979972839,"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":0.41617321968078613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41617321968078613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3078447.3078455","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3078447.3078455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W1783256592","https://openalex.org/W1975274780","https://openalex.org/W2028045344","https://openalex.org/W2062140606","https://openalex.org/W2077443691","https://openalex.org/W2077718774","https://openalex.org/W2080752853","https://openalex.org/W2085494605","https://openalex.org/W2095196235","https://openalex.org/W2096544401","https://openalex.org/W2105947650","https://openalex.org/W2129908242","https://openalex.org/W2157427457","https://openalex.org/W2170616854","https://openalex.org/W2219764230","https://openalex.org/W2281494333","https://openalex.org/W2296407087","https://openalex.org/W2357843841","https://openalex.org/W2479693678","https://openalex.org/W2546689575","https://openalex.org/W2562696307"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2093578348","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W3004735627","https://openalex.org/W2130043461"],"abstract_inverted_index":{"Big":[0,30,41,114],"Data":[1,31,42,115],"processing":[2,47,173],"has":[3],"become":[4],"an":[5],"integral":[6],"part":[7],"of":[8,59,67,81,93,99,101,128,158,169],"many":[9,74],"applications":[10],"that":[11,117,142],"are":[12],"vital":[13],"to":[14,52,54,73,147],"our":[15],"industry,":[16],"academic":[17],"endeavors,":[18],"and":[19,36,91,96,134,176],"society":[20],"at":[21],"large.":[22],"To":[23],"cope":[24],"with":[25,155],"the":[26,56,78,82,84,97,124,167],"data":[27,61],"deluge,":[28],"existing":[29],"platforms":[32,43,69,116],"require":[33,48],"significant":[34],"conceptual":[35],"engineering":[37],"advances.":[38],"In":[39,103],"particular,":[40],"for":[44,113],"large-scale":[45,171],"graph":[46,120,172],"in-depth":[49,64],"performance":[50,65,110,130,151],"analysis":[51,66,111],"continue":[53],"support":[55],"broad":[57],"applicability":[58],"linked":[60],"processing.":[62,121],"However,":[63],"such":[68],"remains":[70],"challenging":[71],"due":[72],"factors,":[75],"among":[76],"which":[77],"inherent":[79],"complexity":[80],"platforms,":[83,174],"limited":[85],"insight":[86],"provided":[87],"by":[88],"coarse-grained":[89],"\"black-box\"":[90],"inefficiency":[92],"fine-grained":[94,129,150],"analysis,":[95],"lack":[98],"reusability":[100],"results.":[102],"this":[104],"work,":[105],"we":[106],"propose":[107],"Granula,":[108],"a":[109,138,156],"system":[112],"focuses":[118],"on":[119],"Granula":[122,159],"facilitates":[123],"complex,":[125],"end-to-end":[126],"processes":[127],"modeling,":[131],"monitoring,":[132],"archiving,":[133],"visualization.":[135],"It":[136],"offers":[137],"comprehensive":[139],"evaluation":[140],"process":[141],"can":[143,162],"be":[144],"iteratively":[145],"tuned":[146],"deliver":[148],"more":[149],"information.":[152],"We":[153],"showcase":[154],"prototype":[157],"how":[160],"it":[161],"provide":[163],"meaningful":[164],"insights":[165],"into":[166],"operation":[168],"two":[170],"Giraph":[175],"PowerGraph.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2017-06-15T00:00:00"}