{"id":"https://openalex.org/W4403294788","doi":"https://doi.org/10.1109/tnet.2024.3402561","title":"Fluid-Shuttle: Efficient Cloud Data Transmission Based on Serverless Computing Compression","display_name":"Fluid-Shuttle: Efficient Cloud Data Transmission Based on Serverless Computing Compression","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403294788","doi":"https://doi.org/10.1109/tnet.2024.3402561"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2024.3402561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2024.3402561","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-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/A5052175650","display_name":"Rong Gu","orcid":"https://orcid.org/0000-0002-1565-9997"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Gu","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-1565-9997","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101485864","display_name":"Shulin Wang","orcid":"https://orcid.org/0000-0003-3381-488X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shulin Wang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003181030","display_name":"Haipeng Dai","orcid":"https://orcid.org/0000-0003-0545-8187"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Dai","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-0545-8187","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358429","display_name":"Xiaofei Chen","orcid":"https://orcid.org/0009-0008-7093-4323"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Chen","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062918181","display_name":"Zhaokang Wang","orcid":"https://orcid.org/0000-0002-8123-9018"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaokang Wang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8123-9018","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069647139","display_name":"W.Y. Bao","orcid":"https://orcid.org/0000-0002-8750-437X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Bao","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101513130","display_name":"Jiaqi Zheng","orcid":"https://orcid.org/0000-0001-8403-9655"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Zheng","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-8403-9655","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034300662","display_name":"Yaofeng Tu","orcid":"https://orcid.org/0000-0002-2616-2273"},"institutions":[{"id":"https://openalex.org/I4210098582","display_name":"ZTE (China)","ror":"https://ror.org/00rjhhq63","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098582"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaofeng Tu","raw_affiliation_strings":["ZTE Corporation, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ZTE Corporation, Shenzhen, China","institution_ids":["https://openalex.org/I4210098582"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007538828","display_name":"Yihua Huang","orcid":"https://orcid.org/0000-0003-1806-0936"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihua Huang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-1806-0936","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006514077","display_name":"Lianyong Qi","orcid":"https://orcid.org/0000-0001-9875-9856"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianyong Qi","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Dongying, China"],"raw_orcid":"https://orcid.org/0000-0001-9875-9856","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Dongying, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113427446","display_name":"Xiaolong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Xu","raw_affiliation_strings":["School of Software, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-4879-9803","affiliations":[{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038791483","display_name":"Wanchun Dou","orcid":"https://orcid.org/0000-0003-4833-2023"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanchun Dou","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-4833-2023","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428808","display_name":"Guihai Chen","orcid":"https://orcid.org/0000-0002-6934-1685"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Chen","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-6934-1685","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5052175650"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":34.1796,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99764002,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"32","issue":"6","first_page":"4554","last_page":"4569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9315000176429749,"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":0.9315000176429749,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9236000180244446,"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/cloud-computing","display_name":"Cloud computing","score":0.7434191107749939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.595703661441803},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5220358371734619},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4754904508590698},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.44991469383239746},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.4367116689682007},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.25978127121925354},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.149386465549469},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14599671959877014},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11786648631095886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08044910430908203},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.05500078201293945}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7434191107749939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595703661441803},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5220358371734619},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4754904508590698},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.44991469383239746},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.4367116689682007},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25978127121925354},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.149386465549469},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14599671959877014},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11786648631095886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08044910430908203},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.05500078201293945}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnet.2024.3402561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2024.3402561","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2090475928","display_name":null,"funder_award_id":"62072230","funder_id":"https://openalex.org/F4320317102","funder_display_name":"National Center of Science and Technology Evaluation"},{"id":"https://openalex.org/G3624957052","display_name":null,"funder_award_id":"62072230","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5931304231","display_name":null,"funder_award_id":"BE2021729","funder_id":"https://openalex.org/F4320317102","funder_display_name":"National Center of Science and Technology Evaluation"},{"id":"https://openalex.org/G6078251446","display_name":null,"funder_award_id":"U22A2031","funder_id":"https://openalex.org/F4320317102","funder_display_name":"National Center of Science and Technology Evaluation"},{"id":"https://openalex.org/G6079558348","display_name":null,"funder_award_id":"62272223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6776778946","display_name":null,"funder_award_id":"U22A2031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7246699640","display_name":null,"funder_award_id":"62272223","funder_id":"https://openalex.org/F4320317102","funder_display_name":"National Center of Science and Technology Evaluation"}],"funders":[{"id":"https://openalex.org/F4320317102","display_name":"National Center of Science and Technology Evaluation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W306276363","https://openalex.org/W1964369900","https://openalex.org/W1964949845","https://openalex.org/W2058340614","https://openalex.org/W2061370661","https://openalex.org/W2102090846","https://openalex.org/W2110018596","https://openalex.org/W2116385515","https://openalex.org/W2130388500","https://openalex.org/W2157357672","https://openalex.org/W2525237086","https://openalex.org/W2585049925","https://openalex.org/W2782063329","https://openalex.org/W2799660634","https://openalex.org/W2889698901","https://openalex.org/W2965373594","https://openalex.org/W2970836712","https://openalex.org/W3007086929","https://openalex.org/W3047171789","https://openalex.org/W3047528232","https://openalex.org/W3111392730","https://openalex.org/W3169257120","https://openalex.org/W3210776666","https://openalex.org/W3215002152","https://openalex.org/W4283211213","https://openalex.org/W4292862193","https://openalex.org/W4294904165","https://openalex.org/W4375928190","https://openalex.org/W4386260525","https://openalex.org/W6687952600","https://openalex.org/W6735916004","https://openalex.org/W6736209464","https://openalex.org/W6755923984","https://openalex.org/W6756033706","https://openalex.org/W6759743693","https://openalex.org/W6761088107","https://openalex.org/W6766042161","https://openalex.org/W6773836194","https://openalex.org/W6781134303","https://openalex.org/W6787135483","https://openalex.org/W6798485294","https://openalex.org/W6838813187"],"related_works":["https://openalex.org/W4387163319","https://openalex.org/W2359247450","https://openalex.org/W2612632602","https://openalex.org/W2370180015","https://openalex.org/W1975553214","https://openalex.org/W2321805087","https://openalex.org/W2085512692","https://openalex.org/W1997631074","https://openalex.org/W2371998637","https://openalex.org/W2802703465"],"abstract_inverted_index":{"Nowadays,":[0],"there":[1],"exists":[2],"a":[3,137,152],"lot":[4],"of":[5,188],"cross-region":[6],"data":[7,21,27,36,49,75,107,250],"transmission":[8,37,50,76,144,251],"demand":[9],"on":[10,63,83,117,157,195],"the":[11,25,35,48,56,68,168,179,186,196,206,211,226],"cloud.":[12],"It":[13,86],"is":[14,31,52,163],"promising":[15],"to":[16,23,33,55,141],"use":[17],"serverless":[18,43,84,199],"computing":[19,200],"for":[20,149],"compressing":[22],"save":[24],"total":[26],"size.":[28],"However,":[29],"it":[30],"challenging":[32],"estimate":[34],"time":[38,77,240],"and":[39,66,78,94,99,122,126,160,178,193,229,242],"monetary":[40,79,244],"cost":[41,51,80,245],"with":[42,129,143,190,225,247],"compression.":[44,85],"In":[45,234],"addition,":[46,235],"minimizing":[47],"non-trivial":[53],"due":[54],"enormous":[57],"parameter":[58,113,138,153,212,232],"space.":[59],"This":[60],"paper":[61],"focuses":[62],"this":[64],"problem":[65],"makes":[67],"following":[69],"contributions:":[70],"1)":[71],"We":[72,165],"propose":[73,110,136],"empirical":[74],"models":[81],"based":[82,116,156],"can":[87,209],"also":[88],"predict":[89],"compression":[90],"information,":[91],"e.g.,":[92],"ratio":[93],"speed":[95],"using":[96],"chunk":[97],"sampling":[98],"machine":[100],"learning":[101],"techniques.":[102],"2)":[103],"For":[104],"single-task":[105],"cloud":[106,249],"transmission,":[108],"we":[109,135,184],"two":[111],"efficient":[112],"search":[114,154,213],"methods":[115,228],"Sequential":[118],"Quadratic":[119],"Programming":[120],"(SQP)":[121],"Eliminate":[123],"then":[124],"Divide":[125],"Conquer":[127],"(EDC)":[128],"proven":[130],"error":[131],"upper":[132],"bounds.":[133],"Besides,":[134],"fine-tuning":[139],"strategy":[140],"deal":[142],"bandwidth":[145],"variance.":[146],"3)":[147],"Furthermore,":[148],"multi-task":[150],"scenarios,":[151],"method":[155],"dynamic":[158],"programming":[159],"numerical":[161],"computation":[162],"proposed.":[164],"have":[166],"implemented":[167],"system":[169],"called":[170],"Fluid-Shuttle,":[171],"which":[172],"includes":[173],"straggler":[174],"optimization,":[175,177],"cache":[176],"autoscaling":[180],"decompression":[181],"mechanism.":[182],"Finally,":[183],"evaluate":[185],"performance":[187],"Fluid-Shuttle":[189],"various":[191],"workloads":[192],"applications":[194],"real-world":[197],"AWS":[198],"platform.":[201],"Experimental":[202],"results":[203],"show":[204],"that":[205],"proposed":[207],"approach":[208,237],"improve":[210],"efficiency":[214,241],"by":[215],"over":[216],"<inline-formula":[217],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[218],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[219],"<tex-math":[220],"notation=\"LaTeX\">$3\\times":[221],"$":[222],"</tex-math></inline-formula>":[223],"compared":[224,246],"state-of-art":[227],"achieves":[230,238],"better":[231],"quality.":[233],"our":[236],"higher":[239],"lower":[243],"competing":[248],"approaches.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}