{"id":"https://openalex.org/W3134143275","doi":"https://doi.org/10.1145/3447545.3451197","title":"An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics","display_name":"An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics","publication_year":2021,"publication_date":"2021-04-11","ids":{"openalex":"https://openalex.org/W3134143275","doi":"https://doi.org/10.1145/3447545.3451197","mag":"3134143275"},"language":"en","primary_location":{"id":"doi:10.1145/3447545.3451197","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447545.3451197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2103.01858","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071047865","display_name":"Cristina L. Abad","orcid":"https://orcid.org/0000-0002-9263-673X"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Cristina L. Abad","raw_affiliation_strings":["Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006986556","display_name":"Alexandru Iosup","orcid":"https://orcid.org/0000-0001-8030-9398"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Iosup","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059933291","display_name":"Edwin F. Boza","orcid":"https://orcid.org/0000-0002-2347-4159"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Edwin F. Boza","raw_affiliation_strings":["Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108739215","display_name":"Eduardo Ortiz Holguin","orcid":null},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Eduardo Ortiz Holguin","raw_affiliation_strings":["Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Politecnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071047865"],"corresponding_institution_ids":["https://openalex.org/I2135383"],"apc_list":null,"apc_paid":null,"fwci":0.2839,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58263188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9980999827384949,"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":0.9973999857902527,"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":0.8177456855773926},{"id":"https://openalex.org/keywords/syllabus","display_name":"Syllabus","score":0.730161726474762},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7225894927978516},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7069247961044312},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5964009761810303},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5781058073043823},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5046752691268921},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.467088907957077},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.4470236599445343},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.43484726548194885},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.41647353768348694},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4139668643474579},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21390989422798157},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19743859767913818},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07378482818603516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177456855773926},{"id":"https://openalex.org/C45504901","wikidata":"https://www.wikidata.org/wiki/Q935222","display_name":"Syllabus","level":2,"score":0.730161726474762},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7225894927978516},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7069247961044312},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5964009761810303},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5781058073043823},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5046752691268921},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.467088907957077},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.4470236599445343},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.43484726548194885},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.41647353768348694},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4139668643474579},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21390989422798157},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19743859767913818},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07378482818603516},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3447545.3451197","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447545.3451197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2103.01858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.01858","pdf_url":"https://arxiv.org/pdf/2103.01858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:research.vu.nl:publications/02c87a18-2550-4596-a67a-6964fbb7c721","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/citedby.url?scp=85104929234&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400546","display_name":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Abad, C L, Iosup, A, Boza, E F & Holguin, E O 2021, An analysis of distributed systems syllabi with a focus on performance-related topics. in ICPE 2021 : Companion of the ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 121-126, 2021 ACM/SPEC International Conference on Performance Engineering, ICPE 2021, Virtual, Online, France, 19/04/21. https://doi.org/10.1145/3447545.3451197","raw_type":"contributionToPeriodical"},{"id":"pmh:vu:oai:research.vu.nl:publications/02c87a18-2550-4596-a67a-6964fbb7c721","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/02c87a18-2550-4596-a67a-6964fbb7c721","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPE 2021: Companion of the ACM/SPEC International Conference on Performance Engineering, 121 - 126","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2103.01858","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.01858","pdf_url":"https://arxiv.org/pdf/2103.01858","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G8495536305","display_name":null,"funder_award_id":"Google Faculty Research Award","funder_id":"https://openalex.org/F4320309327","funder_display_name":"Google"}],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W635147021","https://openalex.org/W1575746526","https://openalex.org/W1978638548","https://openalex.org/W1985987433","https://openalex.org/W2001399940","https://openalex.org/W2013409485","https://openalex.org/W2017963224","https://openalex.org/W2037444165","https://openalex.org/W2048312304","https://openalex.org/W2070342479","https://openalex.org/W2087832493","https://openalex.org/W2104171511","https://openalex.org/W2154983209","https://openalex.org/W2607072529","https://openalex.org/W2607257497","https://openalex.org/W2739324490","https://openalex.org/W2917563899","https://openalex.org/W2926888752","https://openalex.org/W2930104493","https://openalex.org/W2990909818","https://openalex.org/W3002299984","https://openalex.org/W3010056692","https://openalex.org/W3107907640","https://openalex.org/W3137759927","https://openalex.org/W4235159798","https://openalex.org/W4239173474","https://openalex.org/W4248960304","https://openalex.org/W4298171201","https://openalex.org/W6761035041"],"related_works":["https://openalex.org/W3131699866","https://openalex.org/W4238897586","https://openalex.org/W4376104768","https://openalex.org/W2392007498","https://openalex.org/W2063985832","https://openalex.org/W1970019756","https://openalex.org/W2499484106","https://openalex.org/W3138636238","https://openalex.org/W2153674877","https://openalex.org/W2759364669"],"abstract_inverted_index":{"We":[0,35,56],"analyze":[1],"a":[2],"dataset":[3],"of":[4,40],"51":[5],"current":[6],"(2019-2020)":[7],"Distributed":[8],"Systems":[9],"syllabi":[10],"from":[11,47],"top":[12],"Computer":[13],"Science":[14],"programs,":[15],"focusing":[16],"on":[17],"finding":[18],"the":[19,38,41],"prevalence":[20],"and":[21,66,68,77,91,93,102],"context":[22],"in":[23,32,44],"which":[24],"topics":[25],"related":[26],"to":[27,51],"performance":[28,75,101,103],"are":[29],"being":[30],"taught":[31],"these":[33],"courses.":[34],"also":[36],"study":[37],"scale":[39],"infrastructure":[42],"mentioned":[43],"DS":[45],"courses,":[46],"small":[48],"client-server":[49],"systems":[50],"cloud-scale,":[52],"peer-to-peer,":[53],"global-scale":[54],"systems.":[55],"make":[57],"eight":[58,79],"main":[59],"findings,":[60],"covering":[61],"goals":[62],"such":[63,73,96],"as":[64,74,97],"performance,":[65],"scalability":[67],"its":[69],"variant":[70],"elasticity;":[71],"activities":[72],"bench-marking":[76],"monitoring;":[78],"selected":[80],"performance-enhancing":[81],"techniques":[82],"(replication,":[83],"caching,":[84],"sharding,":[85],"load":[86],"balancing,":[87],"scheduling,":[88],"streaming,":[89],"migrating,":[90],"offloading);":[92],"control":[94],"issues":[95],"trade-offs":[98],"that":[99],"include":[100],"variability.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
