{"id":"https://openalex.org/W4388893620","doi":"https://doi.org/10.1109/wincom59760.2023.10322920","title":"Recent Advances in Data Intensive Applications: Survey","display_name":"Recent Advances in Data Intensive Applications: Survey","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388893620","doi":"https://doi.org/10.1109/wincom59760.2023.10322920"},"language":"en","primary_location":{"id":"doi:10.1109/wincom59760.2023.10322920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom59760.2023.10322920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM)","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/A5093314485","display_name":"Youssef Oubaydallah","orcid":null},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Youssef Oubaydallah","raw_affiliation_strings":["Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Morocco","Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Morocco","institution_ids":["https://openalex.org/I3121676899"]},{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036440733","display_name":"Khalil Ibrahimi","orcid":"https://orcid.org/0000-0002-9682-9555"},"institutions":[{"id":"https://openalex.org/I3121676899","display_name":"Universit\u00e9 Ibn-Tofail","ror":"https://ror.org/02wj89n04","country_code":"MA","type":"education","lineage":["https://openalex.org/I3121676899"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalil Ibrahimi","raw_affiliation_strings":["Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Morocco","Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Tofail University,Faculty of Sciences, Laboratory of Research in Informatics (LaRI),Morocco","institution_ids":["https://openalex.org/I3121676899"]},{"raw_affiliation_string":"Faculty of Sciences, Laboratory of Research in Informatics (LaRI), Ibn Tofail University, Morocco","institution_ids":["https://openalex.org/I3121676899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111515512","display_name":"Rachid El Azouzi","orcid":null},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rachid El Azouzi","raw_affiliation_strings":["Avignon University,CERI/LIA,France","CERI/LIA, Avignon University, France"],"affiliations":[{"raw_affiliation_string":"Avignon University,CERI/LIA,France","institution_ids":["https://openalex.org/I198415970"]},{"raw_affiliation_string":"CERI/LIA, Avignon University, France","institution_ids":["https://openalex.org/I198415970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093314485"],"corresponding_institution_ids":["https://openalex.org/I3121676899"],"apc_list":null,"apc_paid":null,"fwci":0.4589,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71226024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.996999979019165,"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":0.9890000224113464,"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":0.7830413579940796},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6764992475509644},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5954394936561584},{"id":"https://openalex.org/keywords/reducer","display_name":"Reducer","score":0.47487661242485046},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47018659114837646},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4275391101837158},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4235357940196991},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12428316473960876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7830413579940796},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6764992475509644},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5954394936561584},{"id":"https://openalex.org/C2776985865","wikidata":"https://www.wikidata.org/wiki/Q26820931","display_name":"Reducer","level":2,"score":0.47487661242485046},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47018659114837646},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4275391101837158},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4235357940196991},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12428316473960876},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wincom59760.2023.10322920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom59760.2023.10322920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W169464267","https://openalex.org/W1545728916","https://openalex.org/W1572481965","https://openalex.org/W2013932952","https://openalex.org/W2022678927","https://openalex.org/W2091520147","https://openalex.org/W2096125134","https://openalex.org/W2110514750","https://openalex.org/W2148204686","https://openalex.org/W2149939304","https://openalex.org/W2168427242","https://openalex.org/W2342784376","https://openalex.org/W2559266308","https://openalex.org/W2734514336","https://openalex.org/W2744387122","https://openalex.org/W2744959101","https://openalex.org/W2824896242","https://openalex.org/W3100271381","https://openalex.org/W4229050748","https://openalex.org/W4285815157","https://openalex.org/W4292107810","https://openalex.org/W4308995130","https://openalex.org/W4361865781","https://openalex.org/W6634082847","https://openalex.org/W6851403699"],"related_works":["https://openalex.org/W2943236215","https://openalex.org/W2394411596","https://openalex.org/W2737431648","https://openalex.org/W2349055795","https://openalex.org/W4226030716","https://openalex.org/W2599888081","https://openalex.org/W2971039361","https://openalex.org/W2725465928","https://openalex.org/W2358616404","https://openalex.org/W2352263435"],"abstract_inverted_index":{"This":[0],"survey":[1,86],"article":[2,87],"explores":[3],"recent":[4],"advancements":[5],"in":[6,22,78,96,107,116,132],"data":[7,32,53],"transfers,":[8,33],"coflow":[9],"scheduling,":[10,55],"and":[11,37,60,75,111,119,124,130],"reducer":[12],"placement":[13],"techniques":[14,26,65,106],"for":[15],"optimizing":[16,34],"the":[17,28,93,97,102,109],"performance":[18,110],"of":[19,30,92,104,113],"data-intensive":[20,114],"applications":[21,115],"computer":[23,117],"clusters.":[24],"These":[25,64],"address":[27],"challenges":[29,123],"managing":[31],"resource":[35,73],"allocation,":[36],"minimizing":[38],"Coflow":[39],"Completion":[40],"Time":[41],"(CCT).":[42],"The":[43,99],"surveyed":[44],"research":[45,95,129],"papers":[46],"present":[47],"innovative":[48],"approaches":[49],"such":[50],"as":[51],"intelligent":[52],"transfer":[54],"network-aware":[56],"algorithms,":[57],"near-optimal":[58],"heuristics,":[59],"leveraging":[61],"inter-flow":[62],"relationships.":[63],"aim":[66],"to":[67],"improve":[68],"job":[69],"completion":[70],"time,":[71],"enhance":[72],"utilization,":[74],"minimize":[76],"interference":[77],"datacenter":[79],"networks.":[80],"By":[81],"summarizing":[82],"these":[83,105],"advancements,":[84],"this":[85,133],"provides":[88],"a":[89],"comprehensive":[90],"overview":[91],"latest":[94],"field.":[98],"findings":[100],"highlight":[101],"significance":[103],"improving":[108],"efficiency":[112],"clusters,":[118],"also":[120],"identifies":[121],"open":[122],"future":[125],"directions,":[126],"stimulating":[127],"further":[128],"development":[131],"area.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
