{"id":"https://openalex.org/W2883910734","doi":"https://doi.org/10.1109/comst.2018.2857922","title":"Cluster Frameworks for Efficient Scheduling and Resource Allocation in Data Center Networks: A Survey","display_name":"Cluster Frameworks for Efficient Scheduling and Resource Allocation in Data Center Networks: A Survey","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883910734","doi":"https://doi.org/10.1109/comst.2018.2857922","mag":"2883910734"},"language":"en","primary_location":{"id":"doi:10.1109/comst.2018.2857922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2018.2857922","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"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 Communications Surveys & Tutorials","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/A5100366692","display_name":"Kun Wang","orcid":"https://orcid.org/0000-0002-9099-2781"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wang","raw_affiliation_strings":["Jiangsu Engineering Research Center of Communication and Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9099-2781","affiliations":[{"raw_affiliation_string":"Jiangsu Engineering Research Center of Communication and Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101766716","display_name":"Qihua Zhou","orcid":"https://orcid.org/0000-0002-2052-638X"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihua Zhou","raw_affiliation_strings":["National Engineering Research Center of Communications and Networking, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Communications and Networking, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9831-2202","affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052677758","display_name":"Jiangtao Luo","orcid":"https://orcid.org/0000-0002-9160-3047"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Luo","raw_affiliation_strings":["Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9160-3047","affiliations":[{"raw_affiliation_string":"Electronic Information and Networking Research Institute, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9846,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.98798043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"20","issue":"4","first_page":"3560","last_page":"3580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9983000159263611,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9966999888420105,"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":0.8853440880775452},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6533604264259338},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.626410961151123},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.581887423992157},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5742641687393188},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5639251470565796},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5423863530158997},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.4601818323135376},{"id":"https://openalex.org/keywords/high-availability","display_name":"High availability","score":0.4158499836921692},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4129210412502289},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2642471194267273},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19926416873931885},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13655978441238403},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09902074933052063}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8853440880775452},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6533604264259338},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.626410961151123},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.581887423992157},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5742641687393188},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5639251470565796},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5423863530158997},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.4601818323135376},{"id":"https://openalex.org/C65813073","wikidata":"https://www.wikidata.org/wiki/Q1622420","display_name":"High availability","level":2,"score":0.4158499836921692},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4129210412502289},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2642471194267273},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19926416873931885},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13655978441238403},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09902074933052063},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/comst.2018.2857922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comst.2018.2857922","pdf_url":null,"source":{"id":"https://openalex.org/S23688054","display_name":"IEEE Communications Surveys & Tutorials","issn_l":"1553-877X","issn":["1553-877X","2373-745X"],"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 Communications Surveys & Tutorials","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-130652","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000451262800033","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2023296160","display_name":null,"funder_award_id":"2017M610252","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5417170359","display_name":"\u9762\u5411\u4e0a\u4e0b\u6587\u611f\u77e5\u6570\u636e\u7684\u6d41\u8ba1\u7b97\u590d\u6742\u4e8b\u4ef6\u5904\u7406\u6280\u672f\u7814\u7a76","funder_award_id":"61572262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G596214731","display_name":"\u9762\u5411\u8fb9\u7f18\u8ba1\u7b97\u7684\u6570\u636e\u5b89\u5168\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61872195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":243,"referenced_works":["https://openalex.org/W14875769","https://openalex.org/W67188827","https://openalex.org/W119151751","https://openalex.org/W1448681276","https://openalex.org/W1481277647","https://openalex.org/W1493893823","https://openalex.org/W1501066815","https://openalex.org/W1503891749","https://openalex.org/W1524704912","https://openalex.org/W1532546444","https://openalex.org/W1534130940","https://openalex.org/W1536639265","https://openalex.org/W1545728916","https://openalex.org/W1579147384","https://openalex.org/W1657185548","https://openalex.org/W1698388015","https://openalex.org/W1750643891","https://openalex.org/W1756536912","https://openalex.org/W1837962932","https://openalex.org/W1861377444","https://openalex.org/W1864827048","https://openalex.org/W1890643295","https://openalex.org/W1903497807","https://openalex.org/W1942773482","https://openalex.org/W1968331080","https://openalex.org/W1971326463","https://openalex.org/W1974322966","https://openalex.org/W1976511505","https://openalex.org/W1976558349","https://openalex.org/W1976821017","https://openalex.org/W1990249073","https://openalex.org/W1997020216","https://openalex.org/W1998509479","https://openalex.org/W1999195717","https://openalex.org/W2012095206","https://openalex.org/W2013344760","https://openalex.org/W2013932952","https://openalex.org/W2022678927","https://openalex.org/W2025549137","https://openalex.org/W2026676775","https://openalex.org/W2035536069","https://openalex.org/W2038157364","https://openalex.org/W2040728701","https://openalex.org/W2041517243","https://openalex.org/W2045271686","https://openalex.org/W2055176966","https://openalex.org/W2056394733","https://openalex.org/W2060393849","https://openalex.org/W2061034685","https://openalex.org/W2061051181","https://openalex.org/W2062832101","https://openalex.org/W2064941967","https://openalex.org/W2068690809","https://openalex.org/W2074814670","https://openalex.org/W2074988668","https://openalex.org/W2081804145","https://openalex.org/W2091520147","https://openalex.org/W2096118443","https://openalex.org/W2096125134","https://openalex.org/W2096411881","https://openalex.org/W2099602864","https://openalex.org/W2099657323","https://openalex.org/W2100830825","https://openalex.org/W2101871381","https://openalex.org/W2102549685","https://openalex.org/W2102849319","https://openalex.org/W2103701891","https://openalex.org/W2103830109","https://openalex.org/W2106743269","https://openalex.org/W2106992952","https://openalex.org/W2109195783","https://openalex.org/W2109488193","https://openalex.org/W2110104287","https://openalex.org/W2110514750","https://openalex.org/W2112486185","https://openalex.org/W2117884704","https://openalex.org/W2119271160","https://openalex.org/W2119565742","https://openalex.org/W2119738171","https://openalex.org/W2122226347","https://openalex.org/W2122465391","https://openalex.org/W2123016589","https://openalex.org/W2125890412","https://openalex.org/W2125901106","https://openalex.org/W2126210439","https://openalex.org/W2126578910","https://openalex.org/W2129424879","https://openalex.org/W2130531694","https://openalex.org/W2131975293","https://openalex.org/W2132737349","https://openalex.org/W2135612468","https://openalex.org/W2136390693","https://openalex.org/W2139659159","https://openalex.org/W2140509629","https://openalex.org/W2140813888","https://openalex.org/W2141249441","https://openalex.org/W2142054669","https://openalex.org/W2143065961","https://openalex.org/W2144518192","https://openalex.org/W2146757372","https://openalex.org/W2148317584","https://openalex.org/W2149274049","https://openalex.org/W2149804187","https://openalex.org/W2149939304","https://openalex.org/W2153704625","https://openalex.org/W2153972927","https://openalex.org/W2156123711","https://openalex.org/W2160686844","https://openalex.org/W2163229756","https://openalex.org/W2163404313","https://openalex.org/W2164740236","https://openalex.org/W2164846625","https://openalex.org/W2165769837","https://openalex.org/W2168427242","https://openalex.org/W2169706611","https://openalex.org/W2170616854","https://openalex.org/W2171634548","https://openalex.org/W2189465200","https://openalex.org/W2248712422","https://openalex.org/W2276378040","https://openalex.org/W2339906866","https://openalex.org/W2340935149","https://openalex.org/W2346267095","https://openalex.org/W2399137150","https://openalex.org/W2400829371","https://openalex.org/W2402144811","https://openalex.org/W2411658167","https://openalex.org/W2415234832","https://openalex.org/W2463263320","https://openalex.org/W2468435972","https://openalex.org/W2487583538","https://openalex.org/W2488801318","https://openalex.org/W2496080211","https://openalex.org/W2498485025","https://openalex.org/W2504213755","https://openalex.org/W2504999863","https://openalex.org/W2505273076","https://openalex.org/W2517584820","https://openalex.org/W2521597241","https://openalex.org/W2522585932","https://openalex.org/W2522626811","https://openalex.org/W2523435939","https://openalex.org/W2524623326","https://openalex.org/W2535005586","https://openalex.org/W2551184441","https://openalex.org/W2556111255","https://openalex.org/W2556254398","https://openalex.org/W2559947118","https://openalex.org/W2561820301","https://openalex.org/W2561826942","https://openalex.org/W2563188592","https://openalex.org/W2567642374","https://openalex.org/W2573246392","https://openalex.org/W2577489668","https://openalex.org/W2577787132","https://openalex.org/W2585273943","https://openalex.org/W2589174826","https://openalex.org/W2590050480","https://openalex.org/W2592758511","https://openalex.org/W2599379624","https://openalex.org/W2608689243","https://openalex.org/W2612026221","https://openalex.org/W2613694343","https://openalex.org/W2616391299","https://openalex.org/W2623442813","https://openalex.org/W2727537220","https://openalex.org/W2734424654","https://openalex.org/W2735413621","https://openalex.org/W2736638501","https://openalex.org/W2740985301","https://openalex.org/W2743073148","https://openalex.org/W2744959101","https://openalex.org/W2754029608","https://openalex.org/W2755402962","https://openalex.org/W2759371073","https://openalex.org/W2761251889","https://openalex.org/W2782656831","https://openalex.org/W2782876185","https://openalex.org/W2783354355","https://openalex.org/W2784853831","https://openalex.org/W2785883864","https://openalex.org/W2787023134","https://openalex.org/W2789896367","https://openalex.org/W2792078035","https://openalex.org/W2794539007","https://openalex.org/W2885338472","https://openalex.org/W2912802084","https://openalex.org/W2953384591","https://openalex.org/W2962758826","https://openalex.org/W2962836907","https://openalex.org/W2963840171","https://openalex.org/W2964095159","https://openalex.org/W2999349537","https://openalex.org/W4238465620","https://openalex.org/W4239670432","https://openalex.org/W4245826835","https://openalex.org/W4247842874","https://openalex.org/W4249823756","https://openalex.org/W4250035917","https://openalex.org/W4255228454","https://openalex.org/W4256322074","https://openalex.org/W4256524787","https://openalex.org/W4298653275","https://openalex.org/W6600620567","https://openalex.org/W6604793115","https://openalex.org/W6628546715","https://openalex.org/W6629380029","https://openalex.org/W6630024883","https://openalex.org/W6631896231","https://openalex.org/W6632020100","https://openalex.org/W6634769544","https://openalex.org/W6636819530","https://openalex.org/W6637756608","https://openalex.org/W6637859451","https://openalex.org/W6639193275","https://openalex.org/W6639249596","https://openalex.org/W6639381750","https://openalex.org/W6639528875","https://openalex.org/W6665801690","https://openalex.org/W6676021693","https://openalex.org/W6676421412","https://openalex.org/W6679393576","https://openalex.org/W6679815717","https://openalex.org/W6681007964","https://openalex.org/W6687322159","https://openalex.org/W6691697366","https://openalex.org/W6704151403","https://openalex.org/W6713134421","https://openalex.org/W6716109391","https://openalex.org/W6727321242","https://openalex.org/W6727469013","https://openalex.org/W6727547932","https://openalex.org/W6730731710","https://openalex.org/W6731903116","https://openalex.org/W6732342789","https://openalex.org/W6732398259","https://openalex.org/W6735636592","https://openalex.org/W6739693220","https://openalex.org/W6740062631","https://openalex.org/W6741589387","https://openalex.org/W6749729442","https://openalex.org/W6758383543","https://openalex.org/W6996886134"],"related_works":["https://openalex.org/W2363040373","https://openalex.org/W2161935659","https://openalex.org/W4242289566","https://openalex.org/W4233801908","https://openalex.org/W2808531585","https://openalex.org/W1532689837","https://openalex.org/W1538240937","https://openalex.org/W2927709820","https://openalex.org/W2927703147","https://openalex.org/W2017265510"],"abstract_inverted_index":{"Data":[0],"centers":[1,59],"are":[2,22,122,149],"widely":[3],"used":[4],"for":[5,25,143,195],"big":[6],"data":[7,29,58],"analytics,":[8],"which":[9],"often":[10],"involve":[11],"data-parallel":[12],"jobs,":[13],"including":[14,151],"query":[15],"and":[16,49,60,73,82,99,112,127,137,155,168,190],"web":[17],"service.":[18],"Meanwhile,":[19],"cluster":[20,120],"frameworks":[21,121],"rapidly":[23],"developed":[24],"data-intensive":[26,61],"applications":[27],"in":[28,65,70,102,119,147],"center":[30],"networks":[31],"(DCNs).":[32],"To":[33],"promote":[34],"the":[35,54,63,79,172],"performance":[36],"of":[37,56,165,175],"these":[38],"frameworks,":[39],"many":[40],"efforts":[41],"have":[42,85],"been":[43,86],"paid":[44],"to":[45,88,105,132,170],"improve":[46],"scheduling":[47,81,133],"strategies":[48],"resource":[50],"allocation":[51],"algorithms.":[52],"With":[53],"deployment":[55],"geo-distributed":[57],"applications,":[62],"optimization":[64],"DCNs":[66,148],"regains":[67],"pervasive":[68],"attention":[69],"both":[71],"industry":[72],"academia.":[74],"Many":[75],"solutions,":[76],"such":[77],"as":[78,192],"coflow-aware":[80],"speculative":[83],"execution,":[84],"proposed":[87],"meet":[89],"various":[90],"requirements.":[91],"Therefore,":[92],"we":[93,161],"present":[94],"a":[95,193],"solid":[96],"starting":[97],"ground":[98],"comprehensive":[100],"overview":[101],"this":[103,181,187],"area":[104],"help":[106],"readers":[107],"quickly":[108],"understand":[109],"stateof-the-art":[110],"technologies":[111],"research":[113],"progress.":[114],"We":[115,178],"observe":[116],"that":[117,180],"algorithms":[118],"implemented":[123],"with":[124],"different":[125],"guidelines":[126],"can":[128],"be":[129],"classified":[130],"according":[131],"granularity,":[134],"controller":[135],"management,":[136],"prior-knowledge":[138],"requirement.":[139],"In":[140],"addition,":[141],"mechanisms":[142],"conquering":[144],"crucial":[145],"challenges":[146],"discussed,":[150],"providing":[152],"low":[153],"latency":[154],"minimizing":[156],"job":[157],"completion":[158],"time.":[159],"Moreover,":[160],"analyze":[162],"desirable":[163],"properties":[164],"fault":[166],"tolerance":[167],"scalability":[169],"illuminate":[171],"design":[173],"principles":[174],"distributed":[176],"systems.":[177],"hope":[179],"paper":[182],"will":[183],"shed":[184],"light":[185],"on":[186],"promising":[188],"land":[189],"serve":[191],"guide":[194],"further":[196],"researches.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}