{"id":"https://openalex.org/W3137837084","doi":"https://doi.org/10.1145/3456859.3456863","title":"Towards Observability Data Management at Scale","display_name":"Towards Observability Data Management at Scale","publication_year":2021,"publication_date":"2021-03-08","ids":{"openalex":"https://openalex.org/W3137837084","doi":"https://doi.org/10.1145/3456859.3456863","mag":"3137837084"},"language":"en","primary_location":{"id":"doi:10.1145/3456859.3456863","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456859.3456863","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-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/A5112623663","display_name":"Suman Karumuri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095426","display_name":"Slack Incorporated (United States)","ror":"https://ror.org/00pxa0p67","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095426"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suman Karumuri","raw_affiliation_strings":["Slack Technologies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Slack Technologies","institution_ids":["https://openalex.org/I4210095426"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054857931","display_name":"Franco Solleza","orcid":null},"institutions":[{"id":"https://openalex.org/I175594653","display_name":"John Brown University","ror":"https://ror.org/02ct41q97","country_code":"US","type":"education","lineage":["https://openalex.org/I175594653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franco Solleza","raw_affiliation_strings":["Brown University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brown University","institution_ids":["https://openalex.org/I175594653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111367666","display_name":"Stan Zdonik","orcid":null},"institutions":[{"id":"https://openalex.org/I175594653","display_name":"John Brown University","ror":"https://ror.org/02ct41q97","country_code":"US","type":"education","lineage":["https://openalex.org/I175594653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stan Zdonik","raw_affiliation_strings":["Brown University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brown University","institution_ids":["https://openalex.org/I175594653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002085554","display_name":"Nesime Tatbul","orcid":"https://orcid.org/0000-0002-0416-7022"},"institutions":[{"id":"https://openalex.org/I4210094487","display_name":"Intel (Germany)","ror":"https://ror.org/00m2x0g47","country_code":"DE","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210094487"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nesime Tatbul","raw_affiliation_strings":["Intel Labs and MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Labs and MIT","institution_ids":["https://openalex.org/I4210094487"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112623663"],"corresponding_institution_ids":["https://openalex.org/I4210095426"],"apc_list":null,"apc_paid":null,"fwci":5.4467,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.95804122,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"49","issue":"4","first_page":"18","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9983000159263611,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9979000091552734,"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/observability","display_name":"Observability","score":0.9655973315238953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7696614861488342},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7495508193969727},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6871629357337952},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6031612157821655},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5054783821105957},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4980132579803467},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4335322082042694},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4171921908855438},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3898475170135498},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33764809370040894},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3373156785964966},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2483506202697754},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1107306182384491},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10138645768165588}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.9655973315238953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696614861488342},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7495508193969727},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6871629357337952},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6031612157821655},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5054783821105957},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4980132579803467},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4335322082042694},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4171921908855438},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3898475170135498},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33764809370040894},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3373156785964966},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2483506202697754},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1107306182384491},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10138645768165588},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3456859.3456863","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456859.3456863","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2049314312","https://openalex.org/W2093827646","https://openalex.org/W2171867449","https://openalex.org/W2260616469","https://openalex.org/W2266934531","https://openalex.org/W2528321558","https://openalex.org/W2612704407","https://openalex.org/W2762664377","https://openalex.org/W2775606259","https://openalex.org/W2787310473","https://openalex.org/W2887729697","https://openalex.org/W2949762319","https://openalex.org/W2956552121","https://openalex.org/W2966580058","https://openalex.org/W2982401316","https://openalex.org/W2994986075","https://openalex.org/W3034246930","https://openalex.org/W3087901948","https://openalex.org/W3137220996","https://openalex.org/W4237212714","https://openalex.org/W6764198421"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W1971989957","https://openalex.org/W3157641275","https://openalex.org/W2517338020","https://openalex.org/W4312300846","https://openalex.org/W2615757685","https://openalex.org/W3000546688","https://openalex.org/W2110237297","https://openalex.org/W3029572990"],"abstract_inverted_index":{"Observability":[0,46],"has":[1],"been":[2],"gaining":[3],"importance":[4],"as":[5,26],"a":[6,27],"key":[7],"capability":[8],"in":[9,20,42],"today's":[10],"large-scale":[11],"software":[12],"systems":[13],"and":[14,25,39,44],"services.":[15],"Motivated":[16],"by":[17,23],"current":[18],"experience":[19],"industry":[21],"exemplified":[22],"Slack":[24],"call":[28],"to":[29,51],"arms":[30],"for":[31],"database":[32],"research,":[33],"this":[34,53],"paper":[35],"outlines":[36],"the":[37],"challenges":[38],"opportunities":[40],"involved":[41],"designing":[43],"building":[45],"Data":[47],"Management":[48],"Systems":[49],"(ODMSs)":[50],"handle":[52],"emerging":[54],"workload":[55],"at":[56],"scale.":[57]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
