{"id":"https://openalex.org/W2027451913","doi":"https://doi.org/10.1109/noms.2012.6211896","title":"Cost-aware replication for dataflows","display_name":"Cost-aware replication for dataflows","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2027451913","doi":"https://doi.org/10.1109/noms.2012.6211896","mag":"2027451913"},"language":"en","primary_location":{"id":"doi:10.1109/noms.2012.6211896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2012.6211896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082462271","display_name":"C. Castillo","orcid":"https://orcid.org/0009-0003-0427-0825"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Castillo","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056044784","display_name":"Asser Tantawi","orcid":"https://orcid.org/0000-0001-6598-8863"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. N. Tantawi","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010107697","display_name":"David Arroyo","orcid":"https://orcid.org/0000-0001-8894-9779"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Arroyo","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110049546","display_name":"Ma\u0142gorzata Steinder","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Steinder","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM T. J. Watson Research Center, 19 Skyline Drive, Hawthorne, New York 10532","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":"171","last_page":"178"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9955000281333923,"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/replication","display_name":"Replication (statistics)","score":0.900317907333374},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.8894757032394409},{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.8660670518875122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8327041268348694},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.7292176485061646},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6932050585746765},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6050615906715393},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5277569890022278},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.45267558097839355},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41635069251060486},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41107162833213806},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1882164478302002},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15313157439231873},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15116456151008606},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08151558041572571},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07916006445884705}],"concepts":[{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.900317907333374},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.8894757032394409},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.8660670518875122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8327041268348694},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7292176485061646},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6932050585746765},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6050615906715393},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5277569890022278},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.45267558097839355},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41635069251060486},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41107162833213806},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1882164478302002},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15313157439231873},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15116456151008606},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08151558041572571},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07916006445884705},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms.2012.6211896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2012.6211896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W193620207","https://openalex.org/W1497150730","https://openalex.org/W1564502119","https://openalex.org/W1581690648","https://openalex.org/W2119528150","https://openalex.org/W2147159129","https://openalex.org/W2158530066","https://openalex.org/W2173213060","https://openalex.org/W6607999007","https://openalex.org/W6629672833","https://openalex.org/W6633904738","https://openalex.org/W6634780803"],"related_works":["https://openalex.org/W2293118914","https://openalex.org/W4254851101","https://openalex.org/W2998381397","https://openalex.org/W4236419692","https://openalex.org/W3171007296","https://openalex.org/W2053915529","https://openalex.org/W2111659373","https://openalex.org/W4398395683","https://openalex.org/W4398298289","https://openalex.org/W4398690544"],"abstract_inverted_index":{"In":[0,163],"this":[1],"work":[2],"we":[3,165],"are":[4],"concerned":[5],"with":[6,10,66],"the":[7,24,32,61,67,76,82,88,93,96,101,104,107,110,126,129,156],"cost":[8,20,89],"associated":[9],"replicating":[11],"intermediate":[12,56],"data":[13,38,83,97,134],"for":[14,35,47],"dataflows":[15],"in":[16,84],"Cloud":[17],"environments.":[18],"This":[19],"is":[21,98,144],"attributed":[22],"to":[23,28,63,86,131,135,139,159],"extra":[25],"resources":[26],"required":[27],"create":[29],"and":[30,79,106,125,137],"maintain":[31],"additional":[33],"replicas":[34,70],"a":[36,73,114,148,160,167,180],"given":[37,153],"set.":[39],"Existing":[40],"data-analytic":[41],"platforms":[42],"such":[43],"as":[44],"Hadoop":[45],"provide":[46],"fault-tolerance":[48],"guarantee":[49],"by":[50,100,146],"relying":[51],"on":[52],"aggressive":[53],"replication":[54,115,142],"of":[55,69,75,81,90,95,103,109,128,171],"data.":[57],"We":[58,112],"argue":[59],"that":[60,183],"decision":[62,143,161],"replicate":[64,136],"along":[65],"number":[68],"should":[71],"be":[72],"function":[74],"resource":[77,121],"usage":[78],"utility":[80,94],"order":[85],"minimize":[87],"reliability.":[91],"Furthermore,":[92],"determined":[99],"structure":[102],"dataflow":[105,130,157],"reliability":[108,124],"system.":[111],"propose":[113],"technique,":[116],"which":[117,174],"takes":[118],"into":[119],"account":[120],"usage,":[122],"system":[123],"characteristic":[127],"decide":[132],"what":[133],"when":[138],"replicate.":[140],"The":[141],"obtained":[145],"solving":[147],"constrained":[149],"integer":[150],"programming":[151],"problem":[152],"information":[154],"about":[155],"up":[158],"point.":[162],"addition,":[164],"built":[166],"working":[168],"prototype,":[169],"CARDIO":[170],"our":[172],"technique":[173],"shows":[175],"through":[176],"experimental":[177],"evaluation":[178],"using":[179],"real":[181],"testbed":[182],"finds":[184],"an":[185],"optimal":[186],"solution.":[187]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
