{"id":"https://openalex.org/W2569271105","doi":"https://doi.org/10.4018/ijssci.2017010102","title":"Cognitive Visual Analytics of Multi-Dimensional Cloud System Monitoring Data","display_name":"Cognitive Visual Analytics of Multi-Dimensional Cloud System Monitoring Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2569271105","doi":"https://doi.org/10.4018/ijssci.2017010102","mag":"2569271105"},"language":"en","primary_location":{"id":"doi:10.4018/ijssci.2017010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2017010102","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","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/A5002562865","display_name":"George Baciu","orcid":"https://orcid.org/0000-0002-1766-6357"},"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":true,"raw_author_name":"George Baciu","raw_affiliation_strings":["GAMA Lab, Department of Computing, Hong Kong Polytechnic University, Hung Hom, Hong Kong"],"affiliations":[{"raw_affiliation_string":"GAMA Lab, Department of Computing, Hong Kong Polytechnic University, Hung Hom, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053479006","display_name":"Yungzhe Wang","orcid":null},"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":"Yungzhe Wang","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100649746","display_name":"Chenhui Li","orcid":"https://orcid.org/0000-0001-9835-2650"},"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":"Chenhui Li","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002562865"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.2731,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.61387077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"1","first_page":"20","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9995999932289124,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9710999727249146,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9556000232696533,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8866562843322754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8590788841247559},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7634907960891724},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5773545503616333},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5517916679382324},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5426043272018433},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43709665536880493},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.4323503375053406},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.26567837595939636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12716245651245117},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10184010863304138}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8866562843322754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8590788841247559},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7634907960891724},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5773545503616333},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5517916679382324},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5426043272018433},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43709665536880493},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.4323503375053406},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.26567837595939636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12716245651245117},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10184010863304138}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijssci.2017010102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijssci.2017010102","pdf_url":null,"source":{"id":"https://openalex.org/S201241086","display_name":"International Journal of Software Science and Computational Intelligence","issn_l":"1942-9037","issn":["1942-9037","1942-9045"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Science and Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W154256836","https://openalex.org/W1409052807","https://openalex.org/W1454671458","https://openalex.org/W1546503963","https://openalex.org/W1985622160","https://openalex.org/W2002083291","https://openalex.org/W2032014060","https://openalex.org/W2045287414","https://openalex.org/W2053186076","https://openalex.org/W2078455576","https://openalex.org/W2083620785","https://openalex.org/W2121815329","https://openalex.org/W2131646073","https://openalex.org/W2134089414","https://openalex.org/W2134262590","https://openalex.org/W2138229992","https://openalex.org/W2139786269","https://openalex.org/W2144628693","https://openalex.org/W2154158105","https://openalex.org/W2156718197","https://openalex.org/W2157809753","https://openalex.org/W2165874743","https://openalex.org/W2262235344","https://openalex.org/W2294608516","https://openalex.org/W2313080551","https://openalex.org/W2326230523","https://openalex.org/W2333605849","https://openalex.org/W2495086702","https://openalex.org/W2518704876","https://openalex.org/W4232256169","https://openalex.org/W4235520738","https://openalex.org/W4299345493","https://openalex.org/W4300601124"],"related_works":["https://openalex.org/W2355774127","https://openalex.org/W2910471270","https://openalex.org/W2786605657","https://openalex.org/W2286927204","https://openalex.org/W2542495494","https://openalex.org/W3010392315","https://openalex.org/W1974636228","https://openalex.org/W2148369338","https://openalex.org/W4387238100","https://openalex.org/W2085800827"],"abstract_inverted_index":{"Hardware":[0],"virtualization":[1],"has":[2,23,35],"enabled":[3,37],"large":[4,80],"scale":[5],"computational":[6],"service":[7],"delivery":[8],"models":[9],"with":[10,84],"high":[11,43],"cost":[12],"leverage":[13],"and":[14,52,70,147],"improved":[15],"resource":[16,104],"utilization":[17,88,105],"on":[18],"cloud":[19,55,67,91,108,130,153],"computing":[20,29,68,154],"platforms.":[21,92,109],"This":[22],"completely":[24],"changed":[25],"the":[26,31,48,64,98,103,126,136],"landscape":[27],"of":[28,54,63,66,82,90,107,129,152],"in":[30],"last":[32],"decade.":[33],"It":[34],"also":[36],"large\u2013scale":[38],"data":[39,71,83],"analytics":[40],"through":[41],"distributed":[42],"performance":[44],"computing.":[45],"Due":[46],"to":[47,78,86,96,116,123],"infrastructure":[49],"complexity,":[50],"end\u2013users":[51],"administrators":[53,148],"platforms":[56],"can":[57],"rarely":[58],"obtain":[59,79],"a":[60,139,149],"full":[61],"picture":[62],"state":[65],"systems":[69],"centers.":[72],"Recent":[73],"monitoring":[74],"tools":[75,112],"enable":[76],"users":[77,146],"amounts":[81],"respect":[85],"many":[87],"parameters":[89],"However,":[93],"they":[94],"fail":[95],"get":[97],"maximal":[99],"overall":[100],"insight":[101],"into":[102],"dynamics":[106],"Furthermore,":[110],"existing":[111],"make":[113],"it":[114,121],"difficult":[115,122],"observe":[117],"large-scale":[118],"patterns,":[119],"making":[120],"learn":[124],"from":[125],"past":[127],"behavior":[128],"system":[131,155],"dynamics.":[132,156],"In":[133],"this":[134],"work,":[135],"authors":[137],"describe":[138],"perceptual-based":[140],"interactive":[141],"visualization":[142],"platform":[143],"that":[144],"gives":[145],"cognitive":[150],"view":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
