{"id":"https://openalex.org/W3118261872","doi":"https://doi.org/10.1145/3429885.3429965","title":"Deepstitch","display_name":"Deepstitch","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3118261872","doi":"https://doi.org/10.1145/3429885.3429965","mag":"3118261872"},"language":"en","primary_location":{"id":"doi:10.1145/3429885.3429965","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429885.3429965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Workshop on Container Technologies and Container Clouds","raw_type":"proceedings-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/A5100618619","display_name":"Richard Li","orcid":"https://orcid.org/0000-0002-4666-6938"},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Richard Li","raw_affiliation_strings":["Facebook"],"affiliations":[{"raw_affiliation_string":"Facebook","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102737328","display_name":"Min Du","orcid":"https://orcid.org/0000-0002-8277-0206"},"institutions":[{"id":"https://openalex.org/I4210108451","display_name":"Palo Alto Networks (United States)","ror":"https://ror.org/01rn6rn86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Du","raw_affiliation_strings":["Palo Alto Networks"],"affiliations":[{"raw_affiliation_string":"Palo Alto Networks","institution_ids":["https://openalex.org/I4210108451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025679986","display_name":"Hyunseok Chang","orcid":"https://orcid.org/0000-0002-2840-1143"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyunseok Chang","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008448513","display_name":"Sarit Mukherjee","orcid":"https://orcid.org/0000-0002-5861-940X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sarit Mukherjee","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002123078","display_name":"Eric Eide","orcid":"https://orcid.org/0000-0001-7206-8408"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Eide","raw_affiliation_strings":["University of Utah"],"affiliations":[{"raw_affiliation_string":"University of Utah","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100618619"],"corresponding_institution_ids":["https://openalex.org/I2252078561"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2159522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9976000189781189,"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/tracing","display_name":"Tracing","score":0.8398158550262451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8324726819992065},{"id":"https://openalex.org/keywords/image-stitching","display_name":"Image stitching","score":0.805649995803833},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.6406795382499695},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5732610821723938},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5149901509284973},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5006885528564453},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.42626142501831055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2622714638710022},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.167601078748703}],"concepts":[{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.8398158550262451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8324726819992065},{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.805649995803833},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.6406795382499695},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5732610821723938},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5149901509284973},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5006885528564453},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.42626142501831055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2622714638710022},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.167601078748703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3429885.3429965","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3429885.3429965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Workshop on Container Technologies and Container Clouds","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2169685348","https://openalex.org/W2725905746","https://openalex.org/W2793353921","https://openalex.org/W4256345124"],"related_works":["https://openalex.org/W68020613","https://openalex.org/W1973382465","https://openalex.org/W2091466534","https://openalex.org/W4255291540","https://openalex.org/W3134240150","https://openalex.org/W4387591196","https://openalex.org/W4392793652","https://openalex.org/W4399199700","https://openalex.org/W133799465","https://openalex.org/W4390832995"],"abstract_inverted_index":{"While":[0],"distributed":[1,107],"application-layer":[2,58],"tracing":[3,36,59,74,88,98],"is":[4,126],"widely":[5],"used":[6,128],"for":[7],"performance":[8],"diagnosis":[9],"in":[10,56],"microservices,":[11],"its":[12,20],"coarse":[13],"granularity":[14],"at":[15],"the":[16,51,57,115,149,157],"service":[17],"level":[18,27],"limits":[19],"applicability":[21],"towards":[22],"detecting":[23],"more":[24],"fine-grained":[25],"system":[26,117,131,158],"issues.":[28],"To":[29],"address":[30],"this":[31],"problem,":[32],"cross-layer":[33,44,87],"stitching":[34,45,63],"of":[35,50,66,105,110,144],"information":[37,89],"has":[38],"been":[39],"proposed.":[40],"However,":[41],"all":[42,121],"existing":[43,73,95],"approaches":[46],"either":[47],"require":[48],"modification":[49],"kernel":[52],"or":[53],"need":[54],"updates":[55],"library":[60],"to":[61,72,85,94,129],"propagate":[62],"information,":[64],"both":[65],"which":[67],"add":[68],"further":[69],"complex":[70],"modifications":[71],"tools.":[75,99],"This":[76,124],"paper":[77],"introduces":[78],"Deepstitch,":[79],"a":[80,102,106,139],"deep":[81],"learning":[82],"based":[83],"approach":[84,151],"stitch":[86,130],"without":[90],"requiring":[91],"any":[92],"changes":[93],"application":[96,108],"layer":[97],"Deepstitch":[100],"leverages":[101],"global":[103,116],"view":[104],"composed":[109],"multiple":[111],"services":[112,122],"and":[113,161],"learns":[114],"call":[118,132,159],"sequences":[119,133,160],"across":[120],"involved.":[123],"knowledge":[125],"then":[127],"with":[134],"service-level":[135],"traces":[136],"obtained":[137],"from":[138],"deployed":[140],"application.":[141],"Our":[142],"proof":[143],"concept":[145],"experiments":[146],"show":[147],"that":[148],"proposed":[150],"successfully":[152],"maps":[153],"application-level":[154],"interaction":[155],"into":[156],"can":[162],"identify":[163],"thread-level":[164],"interactions.":[165]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-01-18T00:00:00"}