{"id":"https://openalex.org/W3090218598","doi":"https://doi.org/10.1109/icccn49398.2020.9209647","title":"Towards Performant Workflows, Monitoring and Measuring","display_name":"Towards Performant Workflows, Monitoring and Measuring","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3090218598","doi":"https://doi.org/10.1109/icccn49398.2020.9209647","mag":"3090218598"},"language":"en","primary_location":{"id":"doi:10.1109/icccn49398.2020.9209647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn49398.2020.9209647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","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/A5023821605","display_name":"Jeanette Sperhac","orcid":"https://orcid.org/0000-0003-0436-9318"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jeanette Sperhac","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010580969","display_name":"Robert L. DeLeon","orcid":"https://orcid.org/0000-0003-1417-8363"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert L. DeLeon","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087331881","display_name":"Joseph P. White","orcid":"https://orcid.org/0000-0003-0078-5330"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph P. White","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014096956","display_name":"Matthew D. Jones","orcid":"https://orcid.org/0000-0001-7293-226X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Jones","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042510758","display_name":"Andrew E. Bruno","orcid":"https://orcid.org/0000-0002-7317-9959"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew E. Bruno","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012918212","display_name":"Renette Jones Ivey","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Renette Jones Ivey","raw_affiliation_strings":["Center for Computational Research, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Center for Computational Research, University at Buffalo, Buffalo, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086695342","display_name":"Thomas R. Furlani","orcid":"https://orcid.org/0000-0002-4683-0814"},"institutions":[{"id":"https://openalex.org/I1292894508","display_name":"Roswell Park Comprehensive Cancer Center","ror":"https://ror.org/0499dwk57","country_code":"US","type":"facility","lineage":["https://openalex.org/I1292894508"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas R. Furlani","raw_affiliation_strings":["Roswell Park, Comprehensive Cancer Center, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Roswell Park, Comprehensive Cancer Center, Buffalo, NY","institution_ids":["https://openalex.org/I1292894508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051054140","display_name":"Jonathan Bard","orcid":"https://orcid.org/0000-0001-7433-0086"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan E. Bard","raw_affiliation_strings":["Genomics and Bioinformatics Core, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Genomics and Bioinformatics Core, University at Buffalo, Buffalo, NY","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004523290","display_name":"Vipin Chaudhary","orcid":"https://orcid.org/0000-0001-9672-6225"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vipin Chaudhary","raw_affiliation_strings":["Computer Science and Engineering, University at Buffalo, Buffalo, NY"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University at Buffalo, Buffalo, NY","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5023821605"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8312,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85668582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2862","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9950000047683716,"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":0.8438928127288818},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.831977128982544},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.8257431983947754},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6914283633232117},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5801243782043457},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5315760374069214},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5045098066329956},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46083977818489075},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4391523003578186},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.43280911445617676},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4232221841812134},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3813727796077728},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.29334402084350586},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18263357877731323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438928127288818},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.831977128982544},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.8257431983947754},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6914283633232117},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5801243782043457},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5315760374069214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5045098066329956},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46083977818489075},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4391523003578186},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.43280911445617676},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4232221841812134},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3813727796077728},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.29334402084350586},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18263357877731323},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccn49398.2020.9209647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccn49398.2020.9209647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 29th International Conference on Computer Communications and Networks (ICCCN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1596936080","https://openalex.org/W1933613200","https://openalex.org/W2011516616","https://openalex.org/W2013434113","https://openalex.org/W2038924755","https://openalex.org/W2063443924","https://openalex.org/W2077199228","https://openalex.org/W2078962046","https://openalex.org/W2088379928","https://openalex.org/W2095455243","https://openalex.org/W2097560774","https://openalex.org/W2102278945","https://openalex.org/W2115110170","https://openalex.org/W2115527090","https://openalex.org/W2129154270","https://openalex.org/W2146429980","https://openalex.org/W2151316504","https://openalex.org/W2154983209","https://openalex.org/W2162485312","https://openalex.org/W2170413361","https://openalex.org/W2177408905","https://openalex.org/W2543651882","https://openalex.org/W2586075405","https://openalex.org/W2609265534","https://openalex.org/W2750060497","https://openalex.org/W2783425555","https://openalex.org/W2931235780","https://openalex.org/W2938821856","https://openalex.org/W3009559561","https://openalex.org/W3111533122","https://openalex.org/W3148902696","https://openalex.org/W6635793591","https://openalex.org/W6640401960","https://openalex.org/W6887786759","https://openalex.org/W6948339882"],"related_works":["https://openalex.org/W4231704780","https://openalex.org/W2083794993","https://openalex.org/W352609212","https://openalex.org/W4200340037","https://openalex.org/W1511772879","https://openalex.org/W4379115841","https://openalex.org/W608917066","https://openalex.org/W4283652261","https://openalex.org/W585424826","https://openalex.org/W4244478748"],"abstract_inverted_index":{"As":[0,144],"part":[1],"of":[2,25,37,42,71,113,135,178,189,215],"the":[3,21,40,109,133,190,212,224],"U.S.":[4],"National":[5],"Science":[6],"Foundation":[7],"(NSF)":[8],"funded":[9],"XD":[10],"Metrics":[11],"Service":[12],"project,":[13],"we":[14,55,210],"are":[15,128,180,199,205],"developing":[16],"tools":[17,38],"and":[18,23,30,69,79,88,138,156,159,218],"techniques":[19],"for":[20,39],"audit":[22],"analysis":[24,41],"High":[26],"Performance":[27],"Computing":[28],"(HPC)":[29],"Cloud":[31],"infrastructure.":[32],"This":[33],"includes":[34],"a":[35,175],"suite":[36],"HPC":[43,74],"jobs,":[44],"based":[45],"on":[46,223],"performance":[47,70,89],"metrics":[48],"collected":[49],"from":[50],"compute":[51],"nodes.":[52],"To":[53],"date,":[54],"have":[56,147],"developed":[57],"two":[58],"closely":[59],"related":[60],"utilities:":[61],"XDMoD,":[62,81,104],"which":[63,82,119,127,171],"was":[64,83],"designed":[65,84],"to":[66,85,101,107,140,163,193,221],"monitor":[67,86],"usage":[68,87],"NSF's":[72],"innovative":[73],"resources":[75],"(known":[76],"as":[77,131],"XSEDE),":[78],"Open":[80],"in":[90,105,118,124,170],"academic,":[91],"governmental":[92],"or":[93],"commercial":[94],"cyberinfrastructures.":[95],"Considerable":[96],"effort":[97],"has":[98,152],"been":[99],"made":[100],"continually":[102],"improve":[103,222],"order":[106],"capture":[108],"most":[110],"important":[111,162],"aspects":[112],"modern":[114],"research":[115],"computing.One":[116],"area":[117],"XDMoD":[120,185],"is":[121,123],"lacking":[122],"tracking":[125],"workflows,":[126,169,197],"broadly":[129],"designated":[130],"containing":[132],"elements":[134],"data":[136,145,150,203],"transfer/input":[137],"one":[139,172],"many":[141],"computational":[142],"steps.":[143],"sets":[146],"become":[148,153],"larger,":[149],"movement":[151],"more":[154,161,182],"time":[155],"resource":[157],"intensive,":[158],"hence":[160],"characterize.":[164],"In":[165,207],"addition,":[166],"multiple":[167],"step":[168],"input":[173],"spawns":[174],"complex":[176,196],"series":[177],"processes,":[179],"becoming":[181],"common.":[183],"Although":[184],"currently":[186],"captures":[187],"some":[188,201],"information":[191,225],"required":[192],"properly":[194],"track":[195],"there":[198],"clearly":[200],"key":[202],"that":[204],"missing.":[206],"this":[208],"paper,":[209],"discuss":[211],"existing":[213],"state":[214],"workflow":[216],"monitoring,":[217],"suggest":[219],"strategies":[220],"captured.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
