{"id":"https://openalex.org/W4386709936","doi":"https://doi.org/10.1145/3605573.3605575","title":"DAG-Aware Optimization for Geo-Distributed Data Analytics","display_name":"DAG-Aware Optimization for Geo-Distributed Data Analytics","publication_year":2023,"publication_date":"2023-08-07","ids":{"openalex":"https://openalex.org/W4386709936","doi":"https://doi.org/10.1145/3605573.3605575"},"language":"en","primary_location":{"id":"doi:10.1145/3605573.3605575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605573.3605575","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605573.3605575","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd International Conference on Parallel Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3605573.3605575","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035088077","display_name":"Q. G. Wang","orcid":"https://orcid.org/0009-0004-1292-7169"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qingyuan Wang","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0004-1292-7169","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053852861","display_name":"Bin Gao","orcid":"https://orcid.org/0000-0001-5009-3514"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bin Gao","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-5009-3514","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102001977","display_name":"Zhi Zhou","orcid":"https://orcid.org/0000-0003-0307-266X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-Sen University, China"],"raw_orcid":"https://orcid.org/0000-0003-0307-266X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029626585","display_name":"Fei Xu","orcid":"https://orcid.org/0000-0003-1590-5323"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Xu","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, China"],"raw_orcid":"https://orcid.org/0000-0003-1590-5323","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035597123","display_name":"Chenghao Ouyang","orcid":"https://orcid.org/0000-0001-8698-2356"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghao Ouyang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China"],"raw_orcid":"https://orcid.org/0000-0001-8698-2356","affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8627,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79597828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"472","last_page":"481"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9976000189781189,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9961000084877014,"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":0.8275715112686157},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7264121770858765},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.7056277394294739},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5559654831886292},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5062800645828247},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4227338433265686},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34227025508880615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25415074825286865},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1552392542362213},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11031597852706909}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8275715112686157},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7264121770858765},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.7056277394294739},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5559654831886292},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5062800645828247},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4227338433265686},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34227025508880615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25415074825286865},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1552392542362213},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11031597852706909},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3605573.3605575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605573.3605575","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605573.3605575","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd International Conference on Parallel Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3605573.3605575","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3605573.3605575","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3605573.3605575","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 52nd International Conference on Parallel Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5899999737739563,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G4744555013","display_name":null,"funder_award_id":"62172454","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6339510124","display_name":null,"funder_award_id":"2021A1515011912","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G6562352245","display_name":null,"funder_award_id":"2023B1515020120","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8252784121","display_name":"\u9762\u5411\u53ef\u9884\u6d4b\u6df1\u5ea6\u5b66\u4e60\u7684\u9ad8\u6548\u76ca\u4e91\u8d44\u6e90\u914d\u7f6e\u4e0e\u6027\u80fd\u4f18\u5316\u673a\u5236\u7814\u7a76","funder_award_id":"61972158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386709936.pdf","grobid_xml":"https://content.openalex.org/works/W4386709936.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2035309843","https://openalex.org/W2096125134","https://openalex.org/W2150478767","https://openalex.org/W2173213060","https://openalex.org/W2267569004","https://openalex.org/W2329835557","https://openalex.org/W2556111255","https://openalex.org/W2625108112","https://openalex.org/W2731964388","https://openalex.org/W2735413012","https://openalex.org/W2745136502","https://openalex.org/W2764122222","https://openalex.org/W2769557912","https://openalex.org/W2786471781","https://openalex.org/W2902339948","https://openalex.org/W2986763146","https://openalex.org/W2990977903","https://openalex.org/W3042962150","https://openalex.org/W3142038251","https://openalex.org/W3173985525","https://openalex.org/W3188342050","https://openalex.org/W3197142901","https://openalex.org/W3198834566","https://openalex.org/W3205072861"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W3092201768","https://openalex.org/W2796632413","https://openalex.org/W2740083192","https://openalex.org/W2794907032","https://openalex.org/W4255802207","https://openalex.org/W4299701476","https://openalex.org/W2904574413","https://openalex.org/W2462007151"],"abstract_inverted_index":{"Geo-distributed":[0],"data":[1,21,26,55,64],"analytics":[2,27],"has":[3],"been":[4],"proposed":[5],"to":[6,50],"analyze":[7],"geographically":[8],"distributed":[9],"data.":[10],"Existing":[11],"studies":[12],"have":[13],"achieved":[14],"significant":[15],"reductions":[16],"in":[17],"execution":[18,61],"time":[19,62],"and":[20,47,53,63,70],"transfer":[22,65],"cost":[23,66],"($)":[24],"of":[25,67],"jobs":[28],"by":[29],"optimizing":[30],"task":[31],"placement.":[32],"Given":[33],"a":[34],"directed":[35],"acyclic":[36],"graph":[37],"(DAG)-style":[38],"job,":[39],"however,":[40],"they":[41,48],"mainly":[42],"optimize":[43],"each":[44],"stage":[45],"independently,":[46],"tend":[49],"distribute":[51],"tasks":[52],"intermediate":[54],"across":[56],"all":[57],"locations,":[58],"potentially":[59],"inflating":[60],"descendent":[68],"stages":[69],"the":[71],"whole":[72],"job.":[73]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}