{"id":"https://openalex.org/W4393771235","doi":"https://doi.org/10.5281/zenodo.3974220","title":"Edge workload traces from Aeneas, Julius, and MR-Leo","display_name":"Edge workload traces from Aeneas, Julius, and MR-Leo","publication_year":2020,"publication_date":"2020-08-13","ids":{"openalex":"https://openalex.org/W4393771235","doi":"https://doi.org/10.5281/zenodo.3974220"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:3974220","is_oa":true,"landing_page_url":"https://zenodo.org/record/3974220","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","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/3974220","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028674617","display_name":"Klervie Tocz\u00e9","orcid":"https://orcid.org/0000-0002-7300-3603"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tocz\u00e9, Klervie","raw_affiliation_strings":["Link\u00f6ping University"],"raw_orcid":"https://orcid.org/0000-0002-7300-3603","affiliations":[{"raw_affiliation_string":"Link\u00f6ping University","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058514329","display_name":"Norbert Schmitt","orcid":"https://orcid.org/0000-0002-0125-5940"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schmitt, Norbert","raw_affiliation_strings":["University of W\u00fcrzburg"],"raw_orcid":"https://orcid.org/0000-0002-0125-5940","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082932780","display_name":"Ulf Karg\u00e9n","orcid":"https://orcid.org/0000-0002-3009-4314"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Karg\u00e9n, Ulf","raw_affiliation_strings":["Link\u00f6ping University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link\u00f6ping University","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024162746","display_name":"Atakan Aral","orcid":"https://orcid.org/0000-0002-2281-8183"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Aral, Atakan","raw_affiliation_strings":["Vienna University of Technology"],"raw_orcid":"https://orcid.org/0000-0002-2281-8183","affiliations":[{"raw_affiliation_string":"Vienna University of Technology","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009158531","display_name":"Ivona Brandi\u0107","orcid":"https://orcid.org/0000-0001-7424-0208"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Brandic, Ivona","raw_affiliation_strings":["Vienna University of Technology"],"raw_orcid":"https://orcid.org/0000-0001-7424-0208","affiliations":[{"raw_affiliation_string":"Vienna University of Technology","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"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/T10325","display_name":"Astro and Planetary Science","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10325","display_name":"Astro and Planetary Science","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.984000027179718,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10346","display_name":"Magnetic confinement fusion research","score":0.9664000272750854,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy 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/workload","display_name":"Workload","score":0.782624363899231},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6770575046539307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5043283700942993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38741010427474976},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12856978178024292}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.782624363899231},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6770575046539307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5043283700942993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38741010427474976},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12856978178024292}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:3974220","is_oa":true,"landing_page_url":"https://zenodo.org/record/3974220","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"dataset"},{"id":"doi:10.5281/zenodo.3974220","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.3974220","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3974220","is_oa":true,"landing_page_url":"https://zenodo.org/record/3974220","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","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/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"<strong>Overview</strong>":[0],"The":[1,138,321,353,392,439,493,505],"emerging":[2,18],"field":[3,442,496],"of":[4,12,44,78,84,207,256,497],"edge":[5,56,366,378],"computing":[6],"is":[7,24,195,200,212,324,358,437,476,480,489,527],"suffering":[8],"from":[9,233,382],"a":[10,25,40,144,196,254,327],"lack":[11],"representative":[13],"data":[14,436],"to":[15,39,227,239,413,460],"evaluate":[16],"rapidly":[17],"new":[19],"algorithms":[20],"or":[21],"techniques.":[22],"It":[23,153,336],"critical":[26],"issue":[27],"as":[28,187,400,502],"this":[29,48,418],"complex":[30],"paradigm":[31],"has":[32,154,337,467],"numerous":[33],"different":[34],"use":[35],"cases":[36],"which":[37,434,464],"translate":[38],"highly":[41],"diverse":[42],"set":[43],"workload":[45],"types.":[46],"In":[47],"dataset,":[49],"we":[50],"collect":[51,176],"traces":[52,80,177],"for":[53,73,110,134,178,264,395,407,417,454,508],"three":[54],"available":[55],"applications:":[57],"Aeneas":[58,139,170,397],"[1],":[59],"Julius":[60,179,194,226,266],"[2],":[61],"and":[62,81,101,108,119,158,341,380,425,485,523],"MR-Leo":[63,322,354,499],"[3].":[64],"They":[65],"are":[66,231,272],"provided":[67],"open-source.":[68],"Read":[69],"our":[70],"article":[71],"[4]":[72,92],"explanations":[74],"about":[75,130,387],"the":[76,131,135,190,204,208,234,265,361,365,370,377,388,396,404,409,414,426,430,435,444,448,456,461,465,473,477,486,490,498,510,514,516,520,524,528],"gathering":[77],"these":[79],"an":[82,145,159,328,342,383],"analysis":[83],"them.":[85],"[1]":[86],"https://www.readbeyond.it/aeneas/<br>":[87],"[2]":[88],"https://github.com/julius-speech/julius<br>":[89],"[3]":[90],"https://gitlab.liu.se/ida-rtslab/public-code/2019_mrleo_server<br>":[91],"K.":[93],"Tocz\u00e9,":[94],"N.":[95],"Schmitt,":[96],"U.":[97],"Karg\u00e9n,":[98],"A.":[99],"Aral,":[100],"I.":[102],"Brandic,":[103],"<strong>Edge":[104],"Workload":[105],"Trace":[106],"Gathering":[107],"Analysis":[109],"Benchmarking</strong>,":[111],"in":[112,189,253,360,423,433,443],"<em>6th":[113],"IEEE":[114],"International":[115],"Conference":[116],"on":[117,180,364,376,463],"Fog":[118],"Edge":[120],"Computing":[121],"2022":[122],"(ICFEC":[123],"2022)</em>,":[124],"IEEE,":[125],"2022.":[126],"DOI:":[127],"10.1109/ICFEC54809.2022.00012":[128],"<strong>Details":[129,386],"hardware":[132],"used":[133,416],"trace":[136,140,323,398,445,500],"collection</strong>":[137],"was":[141,173,373],"gathered":[142,325],"using":[143,326,356],"HP":[146,329],"Elitebook":[147,330],"840":[148,331],"G5":[149,332],"running":[150,213,333],"Ubuntu":[151,214,334],"18.10.":[152,335],"16":[155,338],"GB":[156,339],"RAM":[157,340],"Intel":[160,273,343],"Core":[161,344],"i7-8550U":[162,345],"CPU":[163,276,346],"(1.8":[164,347],"GHz,":[165,348],"4":[166,349],"cores,":[167,350],"8":[168,351],"threads).":[169,352],"version":[171,219],"1.7.3":[172],"used.":[174],"We":[175],"four":[181],"Off-The-Shelve":[182],"servers":[183,263],"with":[184,217],"varying":[185],"performance":[186,199],"depicted":[188],"following":[191],"table.":[192],"Because":[193],"single-core":[197],"application,":[198],"mostly":[201],"dictated":[202],"by":[203,241],"clock":[205],"speed":[206],"CPU.":[209],"Each":[210],"server":[211,462],"18.04.4":[215],"LTS":[216],"kernel":[218],"4.15.0-108-generic.<br>":[220],"As":[221],"some":[222],"audio":[223,258],"files":[224,230],"caused":[225],"crash,":[228],"all":[229],"converted":[232,481],"original":[235],"Ogg":[236],"Vorbis":[237],"format":[238,449],"WAV":[240],"applying":[242],"\\texttt{ffmpeg":[243],"-i":[244],"audio.ogg":[245],"-acodec":[246],"pcm\\_s16le":[247],"-ac":[248],"1":[249],"-ar":[250],"16000},":[251],"resulting":[252],"total":[255],"5724":[257],"files.<br>":[259],"System":[260],"under":[261],"test":[262],"speech":[267],"recognition":[268],"application.":[269],"(All":[270],"CPUs":[271],"Xeon)":[274],"Server":[275],"@":[277,283,288,292,297,301,306,310,315,319],"Clock":[278,284],"(Cores":[279],"/":[280],"Threads)":[281],"Memory":[282],"A":[285,405],"E3-1230":[286],"v5":[287],"3.4GHz":[289],"(4/8)":[290],"1x16GB":[291],"2133MHz":[293,302,311,320],"B":[294],"E5-2640":[295],"v3":[296,305],"2.6GHz":[298],"(8/16)":[299],"2x16GB":[300,309,318],"C":[303],"E5-2650":[304,313],"2.3GHz":[307],"(10/20)":[308],"D":[312],"v4":[314],"2.2GHz":[316],"(12/24)":[317],"implementation":[355],"ORB-SLAM2":[357],"used,":[359],"replay":[362],"mode":[363],"server,":[367,379],"meaning":[368],"that":[369,479],"input":[371],"video":[372],"directly":[374],"streamed":[375],"not":[381],"end":[384],"device.":[385],"task":[389,393,419,440,494],"id":[390,394,441,495],"field</strong>":[391],"looks":[399,501],"follows:":[401,503],"A_1_3":[402],"where":[403,451],"stands":[406,453,507],"Aeneas,":[408],"first":[410,474,511],"number":[411,428,432,475,488,512,518,522,526],"corresponds":[412,459],"example":[415],"(see":[420,470,482],"Figure":[421,483],"3":[422],"parenthesis)":[424],"second":[427,457,487,517],"identify":[429],"run":[431,491,521],"collected.":[438],"file":[446,478],"uses":[447],"J_C_3_4":[450],"J":[452],"Julius,":[455],"letter":[458],"measurement":[466],"been":[468],"taken":[469],"Table":[471],"above),":[472],"4),":[484],"number.":[492,530],"M_1_4_78.":[504],"M":[506],"MR-Leo,":[509],"identifies":[513,519],"video,":[515],"last":[525],"frame":[529]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}