{"id":"https://openalex.org/W2406823926","doi":"https://doi.org/10.1017/cbo9781316162750","title":"Big Data over Networks","display_name":"Big Data over Networks","publication_year":2015,"publication_date":"2015-12-18","ids":{"openalex":"https://openalex.org/W2406823926","doi":"https://doi.org/10.1017/cbo9781316162750","mag":"2406823926"},"language":"en","primary_location":{"id":"doi:10.1017/cbo9781316162750","is_oa":false,"landing_page_url":"https://doi.org/10.1017/cbo9781316162750","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},"type":"book","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/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I2801613365","display_name":"Mitchell Institute","ror":"https://ror.org/03ds72003","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2801613365"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cui, Shuguang","raw_affiliation_strings":["Texas A & M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A & M University","institution_ids":["https://openalex.org/I2801613365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009164482"],"corresponding_institution_ids":["https://openalex.org/I2801613365"],"apc_list":null,"apc_paid":null,"fwci":5.5198,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96825397,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.988099992275238,"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/big-data","display_name":"Big data","score":0.8313331604003906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7086971402168274},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6689355373382568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6416517496109009},{"id":"https://openalex.org/keywords/underpinning","display_name":"Underpinning","score":0.5635327696800232},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5559760928153992},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5391858220100403},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4300428628921509},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16076231002807617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11599099636077881}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8313331604003906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7086971402168274},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6689355373382568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416517496109009},{"id":"https://openalex.org/C2780871342","wikidata":"https://www.wikidata.org/wiki/Q7883752","display_name":"Underpinning","level":2,"score":0.5635327696800232},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5559760928153992},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5391858220100403},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4300428628921509},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16076231002807617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11599099636077881},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1017/cbo9781316162750","is_oa":false,"landing_page_url":"https://doi.org/10.1017/cbo9781316162750","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"book"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-029349371","is_oa":false,"landing_page_url":"https://doi.org/10.1017/CBO9781316162750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W110612056","https://openalex.org/W1463932917","https://openalex.org/W1502628442","https://openalex.org/W1579147384","https://openalex.org/W1821730416","https://openalex.org/W1861377444","https://openalex.org/W1890643295","https://openalex.org/W1903497807","https://openalex.org/W1981489410","https://openalex.org/W2022678927","https://openalex.org/W2025222277","https://openalex.org/W2025549137","https://openalex.org/W2028617807","https://openalex.org/W2055748525","https://openalex.org/W2071989194","https://openalex.org/W2074814670","https://openalex.org/W2074935284","https://openalex.org/W2076885483","https://openalex.org/W2094469165","https://openalex.org/W2096125134","https://openalex.org/W2097831241","https://openalex.org/W2100830825","https://openalex.org/W2103212156","https://openalex.org/W2105947650","https://openalex.org/W2110104287","https://openalex.org/W2122985136","https://openalex.org/W2130010548","https://openalex.org/W2131975293","https://openalex.org/W2133569115","https://openalex.org/W2137726616","https://openalex.org/W2139072600","https://openalex.org/W2163961697","https://openalex.org/W2172016740","https://openalex.org/W2173213060","https://openalex.org/W2295968493","https://openalex.org/W2593336662","https://openalex.org/W3163287424"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2617449561","https://openalex.org/W2397053934","https://openalex.org/W2315702906","https://openalex.org/W1039292361","https://openalex.org/W2796658450","https://openalex.org/W2551093110","https://openalex.org/W2189411961","https://openalex.org/W2406823926"],"abstract_inverted_index":{"Utilising":[0],"both":[1],"key":[2],"mathematical":[3,98],"tools":[4],"and":[5,20,28,33,53,75,112,146],"state-of-the-art":[6],"research":[7],"results,":[8],"this":[9,55],"text":[10],"explores":[11],"the":[12,22,40,64,68,89,93,96,101,126],"principles":[13,128],"underpinning":[14],"large-scale":[15],"information":[16],"processing":[17,81],"over":[18,134],"networks":[19],"examines":[21],"crucial":[23],"interaction":[24],"between":[25],"big":[26,72,79,132],"data":[27,73,80,133],"its":[29],"associated":[30],"communication,":[31],"social":[32],"biological":[34],"networks.":[35,87],"Written":[36],"by":[37,106],"experts":[38],"in":[39,85],"diverse":[41],"fields":[42],"of":[43,70,92,100,109],"machine":[44],"learning,":[45],"optimisation,":[46],"statistics,":[47],"signal":[48],"processing,":[49,74],"networking,":[50],"communications,":[51],"sociology":[52],"biology,":[54],"book":[56,94],"employs":[57],"two":[58],"complementary":[59],"approaches:":[60],"first":[61],"analysing":[62],"how":[63,78],"underlying":[65],"network":[66],"constrains":[67],"upper-layer":[69],"collaborative":[71],"second,":[76],"examining":[77],"may":[82],"boost":[83],"performance":[84],"various":[86],"Unifying":[88],"broad":[90],"scope":[91],"is":[95,104],"rigorous":[97],"treatment":[99],"subjects,":[102],"which":[103],"enriched":[105],"in-depth":[107],"discussion":[108],"future":[110],"directions":[111],"numerous":[113],"open-ended":[114],"problems":[115],"that":[116],"conclude":[117],"each":[118],"chapter.":[119],"Readers":[120],"will":[121],"be":[122],"able":[123],"to":[124],"master":[125],"fundamental":[127],"for":[129,141],"dealing":[130],"with":[131],"large":[135],"systems,":[136],"making":[137],"it":[138],"essential":[139],"reading":[140],"graduate":[142],"students,":[143],"scientific":[144],"researchers":[145],"industry":[147],"practitioners":[148],"alike.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2016-06-24T00:00:00"}