{"id":"https://openalex.org/W2903509411","doi":"https://doi.org/10.1145/3274808.3274827","title":"Adaptive Execution of Continuous and Data-intensive Workflows with Machine Learning","display_name":"Adaptive Execution of Continuous and Data-intensive Workflows with Machine Learning","publication_year":2018,"publication_date":"2018-11-26","ids":{"openalex":"https://openalex.org/W2903509411","doi":"https://doi.org/10.1145/3274808.3274827","mag":"2903509411"},"language":"en","primary_location":{"id":"doi:10.1145/3274808.3274827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274808.3274827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Middleware Conference","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/A5048473126","display_name":"S. N. Esteves","orcid":"https://orcid.org/0000-0001-9635-3086"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"S\u00e9rgio Esteves","raw_affiliation_strings":["INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa"],"affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010625393","display_name":"H\u00e9l\u00e9na Galhardas","orcid":"https://orcid.org/0000-0002-9330-3910"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Helena Galhardas","raw_affiliation_strings":["INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa"],"affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037066104","display_name":"Lu\u00eds Veiga","orcid":"https://orcid.org/0000-0002-9285-0736"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Veiga","raw_affiliation_strings":["INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa"],"affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior T\u00e9cnico, Universidade de Lisboa","institution_ids":["https://openalex.org/I121345201"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048473126"],"corresponding_institution_ids":["https://openalex.org/I121345201"],"apc_list":null,"apc_paid":null,"fwci":0.5442,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83265837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9965000152587891,"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":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.9224463105201721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.79096519947052},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5718789100646973},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5591242909431458},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.5546756386756897},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4519405961036682},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.43688854575157166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3820910155773163},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37600448727607727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32739102840423584},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19970718026161194},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12417402863502502}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9224463105201721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79096519947052},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5718789100646973},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5591242909431458},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.5546756386756897},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4519405961036682},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.43688854575157166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3820910155773163},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37600448727607727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32739102840423584},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19970718026161194},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12417402863502502},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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:10.1145/3274808.3274827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274808.3274827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Middleware Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W1480333175","https://openalex.org/W1480850417","https://openalex.org/W1535279741","https://openalex.org/W1549493899","https://openalex.org/W1591127519","https://openalex.org/W1598064945","https://openalex.org/W1698155719","https://openalex.org/W1845494277","https://openalex.org/W1854079585","https://openalex.org/W1966992116","https://openalex.org/W1981420413","https://openalex.org/W2002791618","https://openalex.org/W2004337510","https://openalex.org/W2006382393","https://openalex.org/W2008056655","https://openalex.org/W2010929544","https://openalex.org/W2025577327","https://openalex.org/W2027860831","https://openalex.org/W2043039687","https://openalex.org/W2071989194","https://openalex.org/W2098935637","https://openalex.org/W2112215401","https://openalex.org/W2118828104","https://openalex.org/W2129412326","https://openalex.org/W2133990480","https://openalex.org/W2144002928","https://openalex.org/W2146241755","https://openalex.org/W2150915951","https://openalex.org/W2155909634","https://openalex.org/W2156735965","https://openalex.org/W2157917411","https://openalex.org/W2216137000","https://openalex.org/W2267908901","https://openalex.org/W2294721505","https://openalex.org/W2911625174","https://openalex.org/W2911964244","https://openalex.org/W2915063781","https://openalex.org/W3015465063"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2109115373","https://openalex.org/W2397952901","https://openalex.org/W2390901981","https://openalex.org/W3107438949","https://openalex.org/W4205620398","https://openalex.org/W2373418966"],"abstract_inverted_index":{"To":[0],"extract":[1],"value":[2],"from":[3],"evergrowing":[4],"volumes":[5],"of":[6,19,39,57,63],"data":[7,20,67],"and":[8,75],"to":[9,16],"drive":[10],"decision":[11],"making,":[12],"organizations":[13],"frequently":[14],"resort":[15],"the":[17,36,43,51,70],"composition":[18],"processing":[21,32,68],"workflows.":[22],"The":[23],"typical":[24],"workflow":[25,45,71],"model":[26],"enforces":[27],"strict":[28],"temporal":[29],"synchronization":[30],"across":[31],"steps":[33],"without":[34,76],"accounting":[35],"actual":[37],"effect":[38],"intermediate":[40],"computations":[41],"on":[42],"final":[44],"output.":[46],"However,":[47],"this":[48],"is":[49],"not":[50],"most":[52],"desirable":[53],"in":[54,79],"a":[55,61,80],"multitude":[56],"scenarios.":[58],"We":[59],"identify":[60],"class":[62],"applications":[64],"for":[65],"continuous":[66],"where":[69],"output":[72],"changes":[73],"slowly":[74],"great":[77],"significance":[78],"short":[81],"time":[82],"window,":[83],"thus":[84],"squandering":[85],"compute":[86],"resources":[87],"with":[88],"current":[89],"approaches.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}