{"id":"https://openalex.org/W2937758345","doi":"https://doi.org/10.1109/tpds.2019.2911944","title":"Retroscope: Retrospective Monitoring of Distributed Systems","display_name":"Retroscope: Retrospective Monitoring of Distributed Systems","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2937758345","doi":"https://doi.org/10.1109/tpds.2019.2911944","mag":"2937758345"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2019.2911944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2019.2911944","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","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/A5003813132","display_name":"Aleksey Charapko","orcid":"https://orcid.org/0000-0002-8072-0125"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aleksey Charapko","raw_affiliation_strings":["Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017066123","display_name":"Ailidani Ailijiang","orcid":"https://orcid.org/0000-0002-3234-4081"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ailidani Ailijiang","raw_affiliation_strings":["Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101800282","display_name":"Murat Demirba\u015f","orcid":"https://orcid.org/0000-0001-7952-9035"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murat Demirbas","raw_affiliation_strings":["Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University at Buffalo - The State University of New York, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072787717","display_name":"Sandeep S. Kulkarni","orcid":"https://orcid.org/0000-0002-7608-2116"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandeep Kulkarni","raw_affiliation_strings":["Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA","Dept of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Michigan State University, East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Dept of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003813132"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":0.3537,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61179892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":"11","first_page":"2582","last_page":"2594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9995999932289124,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9995999932289124,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9987000226974487,"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":0.9986000061035156,"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":0.8679746389389038},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.6208517551422119},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5440953373908997},{"id":"https://openalex.org/keywords/embarrassingly-parallel","display_name":"Embarrassingly parallel","score":0.5294042825698853},{"id":"https://openalex.org/keywords/chord","display_name":"Chord (peer-to-peer)","score":0.5038523077964783},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.49957704544067383},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4573991894721985},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4047948718070984},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.2149830460548401},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17060348391532898}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8679746389389038},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.6208517551422119},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5440953373908997},{"id":"https://openalex.org/C126909462","wikidata":"https://www.wikidata.org/wiki/Q5369501","display_name":"Embarrassingly parallel","level":3,"score":0.5294042825698853},{"id":"https://openalex.org/C194147245","wikidata":"https://www.wikidata.org/wiki/Q1076368","display_name":"Chord (peer-to-peer)","level":2,"score":0.5038523077964783},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.49957704544067383},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4573991894721985},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4047948718070984},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2149830460548401},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17060348391532898}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2019.2911944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2019.2911944","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1155480233","display_name":null,"funder_award_id":"XPS-1533870","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G497004168","display_name":null,"funder_award_id":"XPS-1533802","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W192446467","https://openalex.org/W1243432849","https://openalex.org/W1480296049","https://openalex.org/W1504504841","https://openalex.org/W1518874110","https://openalex.org/W1529718300","https://openalex.org/W1537198022","https://openalex.org/W1577384748","https://openalex.org/W1613865581","https://openalex.org/W1652742168","https://openalex.org/W1760868271","https://openalex.org/W1959349287","https://openalex.org/W2013409485","https://openalex.org/W2049314312","https://openalex.org/W2116746874","https://openalex.org/W2119738171","https://openalex.org/W2121584042","https://openalex.org/W2131053137","https://openalex.org/W2147806092","https://openalex.org/W2158049821","https://openalex.org/W2171867449","https://openalex.org/W2274037101","https://openalex.org/W2288632536","https://openalex.org/W2409868631","https://openalex.org/W2487101119","https://openalex.org/W2522846515","https://openalex.org/W2567444356","https://openalex.org/W2607674608","https://openalex.org/W2734346220","https://openalex.org/W2736076907","https://openalex.org/W2738428643","https://openalex.org/W2899336515","https://openalex.org/W2912412735","https://openalex.org/W3098257205","https://openalex.org/W3137220996","https://openalex.org/W4250390143","https://openalex.org/W4251438838","https://openalex.org/W4285719527","https://openalex.org/W6607881844","https://openalex.org/W6627955765","https://openalex.org/W6631459808","https://openalex.org/W6632104034","https://openalex.org/W6636676249","https://openalex.org/W6636927302","https://openalex.org/W6637807111","https://openalex.org/W6641081773","https://openalex.org/W6653712188","https://openalex.org/W6677300047","https://openalex.org/W6685157726","https://openalex.org/W6713952355","https://openalex.org/W6722048377","https://openalex.org/W6758979328","https://openalex.org/W6785217430"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W1986883493","https://openalex.org/W2469862403","https://openalex.org/W2366107444","https://openalex.org/W2166378262","https://openalex.org/W2035891203","https://openalex.org/W4379524643","https://openalex.org/W2367807705","https://openalex.org/W2011027677"],"abstract_inverted_index":{"Retroscope":[0,22,58,100],"is":[1,77,103],"a":[2,60,122],"comprehensive":[3],"lightweight":[4],"distributed":[5],"monitoring":[6,128],"tool":[7],"that":[8],"enables":[9],"users":[10],"to":[11,65,95,114,120],"query":[12],"and":[13,34,42,105,135],"reconstruct":[14],"past":[15,72],"consistent":[16,73,97,116],"global":[17,52,69,82],"states":[18,83],"of":[19,92],"the":[20,27,90],"system.":[21],"achieves":[23],"this":[24],"by":[25,35,79],"augmenting":[26],"system":[28],"with":[29],"Hybrid":[30],"Logical":[31],"Clocks":[32],"(HLC)":[33],"streaming":[36],"HLC-stamped":[37],"event":[38],"logs":[39],"for":[40,50,68],"storage":[41],"processing;":[43],"these":[44],"HLC":[45],"timestamps":[46],"are":[47],"then":[48],"used":[49],"constructing":[51],"(or":[53],"nonlocal)":[54],"snapshots":[55,117],"upon":[56],"request.":[57],"provides":[59],"rich":[61],"querying":[62],"language":[63],"(RQL)":[64],"facilitate":[66],"searching":[67],"predicates":[70],"across":[71],"states.":[74,98],"The":[75,99],"search":[76,101],"performed":[78],"advancing":[80],"through":[81],"in":[84,130],"small":[85],"incremental":[86],"steps,":[87],"greatly":[88],"reducing":[89],"amount":[91],"computation":[93],"needed":[94],"construct":[96],"algorithm":[102],"embarrassingly-parallel":[104],"can":[106],"employ":[107],"many":[108],"worker":[109],"processes":[110],"(each":[111],"processing":[112],"up":[113],"150,000":[115],"per":[118],"second)":[119],"handle":[121],"single":[123],"query.":[124],"We":[125],"evaluate":[126],"Retroscope's":[127],"capabilities":[129],"two":[131],"case":[132],"studies:":[133],"Chord":[134],"Apache":[136],"ZooKeeper.":[137]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
