{"id":"https://openalex.org/W2948983265","doi":"https://doi.org/10.1145/3299869.3320239","title":"Peering through the Dark","display_name":"Peering through the Dark","publication_year":2019,"publication_date":"2019-06-18","ids":{"openalex":"https://openalex.org/W2948983265","doi":"https://doi.org/10.1145/3299869.3320239","mag":"2948983265"},"language":"en","primary_location":{"id":"doi:10.1145/3299869.3320239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299869.3320239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299869.3320239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3299869.3320239","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103077349","display_name":"Andrew Chung","orcid":"https://orcid.org/0009-0005-6201-1674"},"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":true,"raw_author_name":"Andrew Chung","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010481434","display_name":"Carlo Curino","orcid":"https://orcid.org/0000-0003-3712-7358"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlo Curino","raw_affiliation_strings":["Microsoft, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060868585","display_name":"Subru Krishnan","orcid":"https://orcid.org/0009-0007-8534-0889"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subru Krishnan","raw_affiliation_strings":["Microsoft, Sunnyvale, CA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053293674","display_name":"Konstantinos Karanasos","orcid":"https://orcid.org/0009-0007-6975-2568"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Konstantinos Karanasos","raw_affiliation_strings":["Microsoft, Sunnyvale, CA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091530283","display_name":"Panagiotis Garefalakis","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Panagiotis Garefalakis","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037557529","display_name":"Gregory R. Ganger","orcid":"https://orcid.org/0000-0002-3065-7316"},"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":"Gregory R. Ganger","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103077349"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.8107,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86290626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1889","last_page":"1892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9968000054359436,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9886999726295471,"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":0.7508665323257446},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.673897922039032},{"id":"https://openalex.org/keywords/peering","display_name":"Peering","score":0.5838951468467712},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.5006663799285889},{"id":"https://openalex.org/keywords/valuation","display_name":"Valuation (finance)","score":0.49095967411994934},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4594792425632477},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4164107143878937},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3802122473716736},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2966769337654114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2378099262714386},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22835642099380493},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.20748966932296753},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2040223777294159},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1421670913696289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508665323257446},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.673897922039032},{"id":"https://openalex.org/C95981142","wikidata":"https://www.wikidata.org/wiki/Q772532","display_name":"Peering","level":3,"score":0.5838951468467712},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.5006663799285889},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.49095967411994934},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4594792425632477},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4164107143878937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3802122473716736},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2966769337654114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2378099262714386},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22835642099380493},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.20748966932296753},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2040223777294159},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1421670913696289},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3299869.3320239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299869.3320239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299869.3320239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3299869.3320239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3299869.3320239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3299869.3320239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 International Conference on Management of Data","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948983265.pdf","grobid_xml":"https://content.openalex.org/works/W2948983265.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2130204178","https://openalex.org/W2438792749","https://openalex.org/W2528415359","https://openalex.org/W2566959321","https://openalex.org/W2584580687","https://openalex.org/W2901305343","https://openalex.org/W6732710093"],"related_works":["https://openalex.org/W3110524642","https://openalex.org/W4290973550","https://openalex.org/W3165128667","https://openalex.org/W4281924170","https://openalex.org/W410534951","https://openalex.org/W3139861635","https://openalex.org/W2180109163","https://openalex.org/W3139924076","https://openalex.org/W2068704438","https://openalex.org/W1545439239"],"abstract_inverted_index":{"Shared":[0],"multi-tenant":[1],"infrastructures":[2],"have":[3],"enabled":[4],"companies":[5],"to":[6],"consolidate":[7],"workloads":[8],"and":[9,13,22,32,38,52,67,73,82,87,104,119],"data,":[10],"increasing":[11],"data-sharing":[12],"cross-organizational":[14],"re-use":[15],"of":[16,29,98],"job":[17,54,75,80,92,100,117,121],"outputs.":[18],"This":[19,106],"same":[20],"resource-":[21],"work-sharing":[23],"has":[24],"also":[25],"increased":[26],"the":[27,96],"risk":[28],"missed":[30],"deadlines":[31],"diverging":[33],"priorities":[34],"as":[35],"recurring":[36],"jobs":[37],"workflows":[39],"developed":[40],"by":[41],"different":[42],"teams":[43],"evolve":[44],"independently.":[45],"To":[46],"prevent":[47],"incidental":[48],"business":[49],"disruptions,":[50],"identifying":[51],"managing":[53],"dependencies":[55,76,118],"with":[56],"clarity":[57],"becomes":[58],"increasingly":[59],"important.":[60],"Owl":[61],"is":[62],"a":[63,90,99],"cluster":[64],"log":[65],"analysis":[66],"visualization":[68],"tool":[69],"that":[70,111],"(i)":[71],"extracts":[72],"visualizes":[74],"derived":[77],"from":[78],"historical":[79],"telemetry":[81],"data":[83,85],"provenance":[84],"sets,":[86],"(ii)":[88],"introduces":[89],"novel":[91],"valuation":[93],"algorithm":[94],"estimating":[95],"impact":[97],"on":[101,124],"dependent":[102],"users":[103,114],"jobs.":[105],"demonstration":[107],"showcases":[108],"Owl's":[109],"features":[110],"can":[112],"help":[113],"identify":[115],"critical":[116],"quantify":[120],"importance":[122],"based":[123],"jobs'":[125],"impact.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}