{"id":"https://openalex.org/W2135645017","doi":"https://doi.org/10.1145/1646468.1646472","title":"A data throughput prediction and optimization service for widely distributed many-task computing","display_name":"A data throughput prediction and optimization service for widely distributed many-task computing","publication_year":2009,"publication_date":"2009-11-16","ids":{"openalex":"https://openalex.org/W2135645017","doi":"https://doi.org/10.1145/1646468.1646472","mag":"2135645017"},"language":"en","primary_location":{"id":"doi:10.1145/1646468.1646472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1646468.1646472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers","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/A5040707086","display_name":"Dengpan Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dengpan Yin","raw_affiliation_strings":["Louisiana State University, Baton Rouge, LA","Louisiana State University , Baton Rouge, LA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Louisiana State University , Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003945581","display_name":"Esma Yildirim","orcid":"https://orcid.org/0000-0001-9485-3714"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Esma Yildirim","raw_affiliation_strings":["Louisiana State University, Baton Rouge, LA","Louisiana State University , Baton Rouge, LA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Louisiana State University , Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069324928","display_name":"Tevfik Kosar","orcid":"https://orcid.org/0000-0002-5600-6706"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tevfik Kosar","raw_affiliation_strings":["Louisiana State University, Baton Rouge, LA","Louisiana State University , Baton Rouge, LA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University, Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Louisiana State University , Baton Rouge, LA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121820613"],"apc_list":null,"apc_paid":null,"fwci":2.5414,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90382468,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9991000294685364,"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":0.8692023158073425},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.7720127105712891},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6216097474098206},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5839294195175171},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5462023019790649},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5161532163619995},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4905654788017273},{"id":"https://openalex.org/keywords/file-transfer","display_name":"File transfer","score":0.4214679002761841},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.24211373925209045},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15929004549980164},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.08648669719696045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8692023158073425},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7720127105712891},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6216097474098206},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5839294195175171},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5462023019790649},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5161532163619995},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4905654788017273},{"id":"https://openalex.org/C2776162994","wikidata":"https://www.wikidata.org/wiki/Q534400","display_name":"File transfer","level":3,"score":0.4214679002761841},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.24211373925209045},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15929004549980164},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.08648669719696045},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1646468.1646472","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1646468.1646472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2211145478","display_name":null,"funder_award_id":"DE-FG02-04ER46136 (UCoMS)","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2599477751","display_name":null,"funder_award_id":"CNS-0846052 (CAREER)CNS-0619843 (PetaShare)OCI-0926701 (Stork)EPS-0701491 (CyberTools)","funder_id":"https://openalex.org/F4320337377","funder_display_name":"Office of Advanced Cyberinfrastructure"},{"id":"https://openalex.org/G5947956157","display_name":null,"funder_award_id":"DOE/LEQSF (2004-07)NSF/LEQSF (2007-10)-CyberRII-01LEQSF(2007-12)-ENH-PKSFI-PRS-03","funder_id":"https://openalex.org/F4320309392","funder_display_name":"Louisiana Board of Regents"},{"id":"https://openalex.org/G63046769","display_name":null,"funder_award_id":"CNS-0846052 (CAREER)CNS-0619843 (PetaShare)OCI-0926701 (Stork)EPS-0701491 (CyberTools)","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8037186242","display_name":null,"funder_award_id":"CNS-0846052 (CAREER)CNS-0619843 (PetaShare)OCI-0926701 (Stork)EPS-0701491 (CyberTools)","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320309392","display_name":"Louisiana Board of Regents","ror":"https://ror.org/00jv89z46"},{"id":"https://openalex.org/F4320337377","display_name":"Office of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W67188827","https://openalex.org/W1547372502","https://openalex.org/W1646116162","https://openalex.org/W1867902620","https://openalex.org/W1923332504","https://openalex.org/W2008206224","https://openalex.org/W2047762848","https://openalex.org/W2067764765","https://openalex.org/W2083209848","https://openalex.org/W2089118315","https://openalex.org/W2096513096","https://openalex.org/W2103803358","https://openalex.org/W2112049137","https://openalex.org/W2118341450","https://openalex.org/W2120507338","https://openalex.org/W2125120372","https://openalex.org/W2129285970","https://openalex.org/W2139505957","https://openalex.org/W2141299790","https://openalex.org/W2142211780","https://openalex.org/W2143446810","https://openalex.org/W2146176543","https://openalex.org/W2154468618","https://openalex.org/W2158242880","https://openalex.org/W2162566501","https://openalex.org/W2166756279","https://openalex.org/W2991968819"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W3046761854","https://openalex.org/W2084675319","https://openalex.org/W3037412205","https://openalex.org/W2001002674","https://openalex.org/W2561157175","https://openalex.org/W2000993155","https://openalex.org/W2884707029","https://openalex.org/W2915501980","https://openalex.org/W2991656725"],"abstract_inverted_index":{"In":[0],"this":[1,75],"paper,":[2],"we":[3],"present":[4],"the":[5,33,47,60,79,84,99,103,111],"design":[6],"and":[7,14,92],"implementation":[8],"of":[9,36,49,63],"a":[10],"network":[11],"throughput":[12,35],"prediction":[13,71,85,100],"optimization":[15],"service":[16,25,77],"for":[17],"many-task":[18],"computing":[19],"in":[20,78,115],"widely":[21],"distributed":[22],"environments.":[23],"This":[24,56],"uses":[26],"multiple":[27],"parallel":[28,50,64],"TCP":[29],"streams":[30,51,65],"to":[31,45,52],"improve":[32],"end-to-end":[34],"data":[37,81],"transfers.":[38],"A":[39],"novel":[40],"mathematical":[41],"model":[42,57],"is":[43,107],"used":[44],"decide":[46],"number":[48,62],"achieve":[53],"best":[54],"performance.":[55],"can":[58,87],"predict":[59],"optimal":[61],"with":[66],"as":[67,69],"few":[68],"three":[70],"points.":[72],"We":[73],"implement":[74],"new":[76],"Stork":[80],"scheduler,":[82],"where":[83],"points":[86],"be":[88],"obtained":[89],"using":[90],"Iperf":[91],"GridFTP":[93],"samplings.":[94],"Our":[95],"results":[96],"show":[97],"that":[98],"cost":[101],"plus":[102],"optimized":[104],"transfer":[105,113],"time":[106,114],"much":[108],"less":[109],"than":[110],"unoptimized":[112],"most":[116],"cases.":[117]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
