{"id":"https://openalex.org/W4393494439","doi":"https://doi.org/10.5281/zenodo.7877593","title":"An approach using performance models for supporting energy analysis of software systems","display_name":"An approach using performance models for supporting energy analysis of software systems","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4393494439","doi":"https://doi.org/10.5281/zenodo.7877593"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:7877593","is_oa":true,"landing_page_url":"https://zenodo.org/record/7877593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7877593","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075101570","display_name":"Vincenzo Stoico","orcid":"https://orcid.org/0000-0002-3681-372X"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stoico, Vincenzo","raw_affiliation_strings":["University of L'Aquila"],"raw_orcid":"https://orcid.org/0000-0002-3681-372X","affiliations":[{"raw_affiliation_string":"University of L'Aquila","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038504023","display_name":"Vittorio Cortellessa","orcid":"https://orcid.org/0000-0002-4507-464X"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cortellessa, Vittorio","raw_affiliation_strings":["University of L'Aquila"],"raw_orcid":"https://orcid.org/0000-0002-4507-464X","affiliations":[{"raw_affiliation_string":"University of L'Aquila","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079556921","display_name":"Ivano Malavolta","orcid":"https://orcid.org/0000-0001-5773-8346"},"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":"Malavolta, Ivano","raw_affiliation_strings":["Vrije Universiteit Amsterdam"],"raw_orcid":"https://orcid.org/0000-0001-5773-8346","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088705696","display_name":"Daniele Di Pompeo","orcid":"https://orcid.org/0000-0003-2041-7375"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Di Pompeo, Daniele","raw_affiliation_strings":["University of L'Aquila"],"raw_orcid":"https://orcid.org/0000-0003-2041-7375","affiliations":[{"raw_affiliation_string":"University of L'Aquila","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046370972","display_name":"Luigi Pomante","orcid":"https://orcid.org/0000-0002-4137-3634"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pomante, Luigi","raw_affiliation_strings":["University of L'Aquila"],"raw_orcid":"https://orcid.org/0000-0002-4137-3634","affiliations":[{"raw_affiliation_string":"University of L'Aquila","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.991599977016449,"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/T12238","display_name":"Green IT and Sustainability","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6068748235702515},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4570145905017853},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33157169818878174},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18950232863426208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068748235702515},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4570145905017853},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33157169818878174},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18950232863426208}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:7877593","is_oa":true,"landing_page_url":"https://zenodo.org/record/7877593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"dataset"},{"id":"doi:10.5281/zenodo.7877593","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.7877593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7877593","is_oa":true,"landing_page_url":"https://zenodo.org/record/7877593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"#":[0],"LQN4Energy-Replication-Package":[1],"This":[2,26,77],"repository":[3,78],"contains":[4,87],"the":[5,11,70,88,92,96,99,108,112,117,124,131,140,143,147,156,160,171,175,186,190,203,210,226,230,246,257,281,301,319,330,338,341,350,359,368,382,395,410,424,437],"replication":[6],"package":[7],"and":[8,94,102,123,142,189,194,209,223,236,256,385,398,427,440],"dataset":[9,93],"of":[10,23,35,40,51,56,284,332],"paper":[12],"titled":[13],"\"An":[14],"approach":[15],"using":[16],"performance":[17,141,157,310],"models":[18],"for":[19,58,98,111,134,150,163,178,196,233,260,340],"supporting":[20],"energy":[21,126,132,144,172,187],"analysis":[22],"software":[24],"systems\".":[25],"study":[27],"has":[28,219],"been":[29],"developed":[30],"by:<br>":[31],"1.":[32,365,407],"[Vincenzo":[33],"Stoico](https://scholar.google.com/citations?user=E8C9Uz4AAAAJ&amp;hl=en)(University":[34],"L'Aquila)<br>":[36,41,52],"2.":[37,371,413],"[Vittorio":[38],"Cortellessa](https://scholar.google.com/citations?hl=en&amp;user=s4JPUOEAAAAJ)(University":[39],"3.":[42,379,417,421],"[Ivano":[43],"Malavolta](https://scholar.google.com/citations?hl=en&amp;user=ya3htIoAAAAJ)(Vrije":[44],"University":[45],"Amsterdam)<br>":[46],"4.":[47,391,433],"[Daniele":[48],"Di":[49],"Pompeo](https://scholar.google.com/citations?hl=en&amp;user=E2dr5vIAAAAJ)(University":[50],"5.":[53],"[Luigi":[54],"Pomante](https://scholar.google.com/citations?hl=en&amp;user=q2_sZiMAAAAJ)(University":[55],"L'Aquila)":[57],"further":[59],"details,":[60],"comments,":[61],"and/or":[62],"suggestions,":[63],"you":[64,277,327],"can":[65,328],"write":[66],"an":[67],"email":[68],"to":[69,252,286,299,308,315,336,367,381,394,409,423,436],"following":[71,320],"address:":[72],"&lt;vincenzo.stoico@graduate.univaq.it&gt;":[73],"##":[74,264],"Repository":[75],"Description":[76],"is":[79,313,325],"made":[80],"by":[81],"three":[82],"directories:":[83],"-":[84,128,137,153,168,183,216,242],"`code`:":[85],"it":[86,218,244,317,375],"scripts":[89,271],"that":[90],"read":[91],"generate":[95],"results":[97,339,354],"Digital":[100,135,151,234,363],"Camera":[101,235],"Train":[103,164,179,197,237,403],"Ticket":[104,165,180,198,238,404],"Booking":[105,166,181,199,239,405],"System.":[106,200],"Therefore,":[107],"response":[109,258],"time":[110,259],"supplied":[113],"workloads,":[114],"CPU":[115,254],"utilization,":[116],"average":[118,125],"power,":[119],"i.e.,":[120],"e":[121],"multiplier,":[122],"consumption.<br>":[127],"`dc_energy_estimation.py`:":[129],"generates":[130,185],"estimates":[133,188,193],"Camera<br>":[136,152,364],"`dc_overall_stats.py`:":[138],"calculates":[139,155,170],"metrics":[145,158,173],"from":[146,159,174],"measurements":[148,161,176,195],"collected":[149,228],"`ttbs_performance_stats.py`:":[154],"retrieved":[162],"System<br>":[167,182,406],"`ttbs_energy_stats.py`:":[169],"taken":[177],"`ttbs_overall_stats.py`:":[184],"charts":[191],"comparing":[192],"It":[201,312],"prints":[202],"Root":[204],"Mean":[205,211],"Square":[206],"Error":[207,214],"(RMSE)":[208],"Absolute":[212],"Percentage":[213],"(MAPE).":[215],"`dataset`:":[217],"two":[220],"subdirectories:":[221],"`dc`":[222],"`ttbs`":[224],"containing":[225],"data":[227],"during":[229],"experiments":[231],"performed":[232],"System,":[240],"respectively;":[241],"`model`:":[243],"includes":[245],"Layered":[247,302],"Queuing":[248,303],"Networks":[249,304],"we":[250],"used":[251],"retrieve":[253,309],"Utilization":[255],"both":[261],"case":[262,342],"studies;":[263],"How":[265],"do":[266],"I":[267],"run":[268,287],"this?":[269],"The":[270,297,344,353],"are":[272],"written":[273],"in":[274,349,358],"python,":[275],"so":[276],"must":[278,305,346],"have":[279],"installed":[280,307],"latest":[282],"version":[283],"python":[285],"them.":[288],"In":[289],"addition,":[290],"they":[291],"require":[292],"`pandas`,":[293],"`matplotlib`,":[294],"`numpy`,":[295],"`scipy`.":[296],"suite":[298],"execute":[300,329,372,386,399,414,418,428,441],"be":[306,347,356],"estimatations.":[311],"possible":[314],"find":[316],"at":[318],"repository:<br>":[321],"[https://github.com/layeredqueuing/V5](https://github.com/layeredqueuing/V5)":[322],"After":[323],"installation":[324],"complete,":[326],"list":[331],"commands":[333,345],"indicated":[334],"below":[335],"obtain":[337],"studies.":[343],"executed":[348],"described":[351],"order.":[352],"will":[355,376],"generated":[357],"`results/`":[360],"directory.":[361],"###":[362,402],"move":[366,380,408,422],"`~/code`":[369,396,411,438],"folder<br>":[370,412],"`python":[373,400,415,419,442],"dc_overall_stats.py`,":[374],"take":[377],"~1m<br>":[378],"`~/model`":[383,425],"directory":[384,426],"`lqns":[387,429],"dc.lqnx":[388],"&gt;":[389,431],"../results/dc_estimates.csv`<br>":[390],"go":[392,434],"back":[393,435],"folder":[397,439],"dc_energy_estimation.py`":[401],"ttbs_performance_stats.py`<br>":[416],"ttbs_energy_stats.py`<br>":[420],"ttbs.lqnx":[430],"../results/ttbs_performance_estimates.csv`<br>":[432],"ttbs_overall_stats.py`":[443]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}
