{"id":"https://openalex.org/W7225418677","doi":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","title":"Graph-Based Evaluation of Structural Metrics and Simulated Performance in Synthetic Microservice Topologies","display_name":"Graph-Based Evaluation of Structural Metrics and Simulated Performance in Synthetic Microservice Topologies","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225418677","doi":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281"},"language":"en","primary_location":{"id":"doi:10.52113/3/eng/mjet/2026-14-04-/272-281","doi":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","is_oa":true,"landing_page_url":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","pdf_url":"https://muthjet.mu.edu.iq/wp-content/uploads/2026/11/Graph-Based-Evaluation-of-Structural-Metrics-and-Simulated-Performance-in-Synthetic-Microservice-Topologies.pdf","source":{"id":"https://openalex.org/S4210186628","display_name":"Muthanna Journal of Engineering and Technology","issn_l":"2572-0317","issn":["2572-0317","2572-0325"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I501048437","host_organization_name":"Al-Muthanna University","host_organization_lineage":["https://openalex.org/I501048437"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Muthanna Journal of Engineering and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://muthjet.mu.edu.iq/wp-content/uploads/2026/11/Graph-Based-Evaluation-of-Structural-Metrics-and-Simulated-Performance-in-Synthetic-Microservice-Topologies.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161001021","display_name":"Abbas Ghaleb Talib","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]},{"id":"https://openalex.org/I501048437","display_name":"Al-Muthanna University","ror":"https://ror.org/03877wr45","country_code":"IQ","type":"education","lineage":["https://openalex.org/I501048437"]},{"id":"https://openalex.org/I9256017","display_name":"Islamic Azad University of Najafabad","ror":"https://ror.org/015j7c446","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I9256017"]}],"countries":["IQ","IR"],"is_corresponding":true,"raw_author_name":"Abbas Ghaleb Talib","raw_affiliation_strings":["Engineering College , Al Muthanna University","Faculty of Computer Engineering , Islamic Azad University , Najaf Abad Branch , Isfahan , Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering College , Al Muthanna University","institution_ids":["https://openalex.org/I501048437"]},{"raw_affiliation_string":"Faculty of Computer Engineering , Islamic Azad University , Najaf Abad Branch , Isfahan , Iran","institution_ids":["https://openalex.org/I2799282979","https://openalex.org/I9256017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5161001021"],"corresponding_institution_ids":["https://openalex.org/I2799282979","https://openalex.org/I501048437","https://openalex.org/I9256017"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"04","first_page":"272","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.0012000000569969416,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"microservices","score":0.7630000114440918},{"id":"https://openalex.org/keywords/network-topology","display_name":"network topology","score":0.6200000047683716},{"id":"https://openalex.org/keywords/structural-metrics","display_name":"structural metrics","score":0.6480000019073486},{"id":"https://openalex.org/keywords/latency","display_name":"latency","score":0.4959999918937683},{"id":"https://openalex.org/keywords/path-length","display_name":"path length","score":0.7730000019073486},{"id":"https://openalex.org/keywords/scale-free-networks","display_name":"scale-free networks","score":0.7820000052452087},{"id":"https://openalex.org/keywords/cluster-based-networks","display_name":"cluster-based networks","score":0.8460000157356262},{"id":"https://openalex.org/keywords/throughput","display_name":"throughput","score":0.35199999809265137},{"id":"https://openalex.org/keywords/arrival-rate","display_name":"arrival rate","score":0.5559999942779541},{"id":"https://openalex.org/keywords/edge-matching","display_name":"edge matching","score":0.4399999976158142}],"concepts":[{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.7164000272750854},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6629999876022339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871999859809875},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49570000171661377},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4771000146865845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44600000977516174},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.426800012588501},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3995000123977661},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.38940000534057617},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.38670000433921814},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.3817000091075897},{"id":"https://openalex.org/C3018234147","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Undirected graph","level":3,"score":0.3472000062465668},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3257000148296356},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.301800012588501},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C2911174283","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph Layout","level":4,"score":0.2962000072002411},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29339998960494995},{"id":"https://openalex.org/C91886571","wikidata":"https://www.wikidata.org/wiki/Q432520","display_name":"Average path length","level":4,"score":0.2849000096321106},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2734000086784363},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.26440000534057617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25850000977516174},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.52113/3/eng/mjet/2026-14-04-/272-281","doi":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","is_oa":true,"landing_page_url":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","pdf_url":"https://muthjet.mu.edu.iq/wp-content/uploads/2026/11/Graph-Based-Evaluation-of-Structural-Metrics-and-Simulated-Performance-in-Synthetic-Microservice-Topologies.pdf","source":{"id":"https://openalex.org/S4210186628","display_name":"Muthanna Journal of Engineering and Technology","issn_l":"2572-0317","issn":["2572-0317","2572-0325"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I501048437","host_organization_name":"Al-Muthanna University","host_organization_lineage":["https://openalex.org/I501048437"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Muthanna Journal of Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.52113/3/eng/mjet/2026-14-04-/272-281","doi":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","is_oa":true,"landing_page_url":"https://doi.org/10.52113/3/eng/mjet/2026-14-04-/272-281","pdf_url":"https://muthjet.mu.edu.iq/wp-content/uploads/2026/11/Graph-Based-Evaluation-of-Structural-Metrics-and-Simulated-Performance-in-Synthetic-Microservice-Topologies.pdf","source":{"id":"https://openalex.org/S4210186628","display_name":"Muthanna Journal of Engineering and Technology","issn_l":"2572-0317","issn":["2572-0317","2572-0325"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I501048437","host_organization_name":"Al-Muthanna University","host_organization_lineage":["https://openalex.org/I501048437"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Muthanna Journal of Engineering and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225418677.pdf","grobid_xml":"https://content.openalex.org/works/W7225418677.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2008620264","https://openalex.org/W2056944867","https://openalex.org/W2060038721","https://openalex.org/W2109341366","https://openalex.org/W2118836230","https://openalex.org/W2132022337","https://openalex.org/W2563693940","https://openalex.org/W2931122162","https://openalex.org/W2946344315","https://openalex.org/W3003257820","https://openalex.org/W3183048213","https://openalex.org/W4221075750","https://openalex.org/W4285131467","https://openalex.org/W4304587408","https://openalex.org/W4395068764","https://openalex.org/W4400946578","https://openalex.org/W4401871988","https://openalex.org/W4409002062","https://openalex.org/W4410049383","https://openalex.org/W4413411777","https://openalex.org/W7111338616"],"related_works":["https://openalex.org/W7159811326","https://openalex.org/W3209366914","https://openalex.org/W4285131467","https://openalex.org/W3107992368","https://openalex.org/W1539840676","https://openalex.org/W2983482900","https://openalex.org/W2941083794","https://openalex.org/W7221728747","https://openalex.org/W7111638857","https://openalex.org/W4413114428"],"abstract_inverted_index":{"Graph":[0],"representation":[1],"aids":[2],"the":[3,54,61,91,96,115,145],"evaluation":[4],"of":[5,80,124],"microservice":[6],"dependencies,":[7],"yet":[8],"a":[9,104],"distinction":[10],"is":[11,71,94,142,149],"required":[12],"between":[13,130],"structural":[14],"links":[15,18],"and":[16,49,77,132],"performance":[17],"that":[19,95,107],"are":[20,57],"enforced":[21],"by":[22,144],"simulator.":[23],"A":[24],"documented":[25],"simulation":[26],"experiment":[27,106],"was":[28,129],"conducted":[29],"with":[30,63,73],"1,350":[31],"records":[32],"from":[33],"450":[34],"synthetic":[35],"architecture":[36],"instances":[37,113,126],"in":[38],"three":[39,50],"undirected":[40],"topology":[41],"families,":[42],"five":[43],"sizes":[44],"(20\u2013100":[45],"services),":[46],"30":[47],"seeds":[48],"arrival":[51],"rates.":[52],"When":[53],"two":[55],"parameters":[56],"computed,":[58],"they":[59],"satisfy":[60],"identity":[62],"no":[64,147],"arbitrary":[65],"constant.":[66],"Average":[67],"path":[68],"length":[69],"latency":[70,97,117],"related":[72],"r":[74],"=":[75],"0.9994":[76],"adjusted":[78],"coefficient":[79],"2.045":[81],"ms":[82,134],"per":[83],"SD":[84],"(95%":[85],"CI:":[86],"2.035":[87],"to":[88],"2.055).":[89],"Confirming":[90],"additive":[92],"model":[93],"follows":[98],"5(hops":[99],"+":[100],"1).":[101],"Based":[102],"on":[103],"controlled":[105],"used":[108],"approximate":[109],"edge":[110],"matching,":[111],"Scale-Free":[112,125],"have":[114],"lowest":[116],"for":[118],"every":[119],"size.":[120],"The":[121,139],"edge-adjusted":[122],"advantage":[123],"over":[127],"Clustered":[128],"\u22121.70":[131],"\u22122.97":[133],"(Holm":[135],"p":[136],"<":[137],"1e-10).":[138],"offered":[140],"rate":[141],"tracked":[143],"throughput;":[146],"saturation":[148],"established.":[150]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}
