{"id":"https://openalex.org/W2325800416","doi":"https://doi.org/10.1147/jrd.2016.2518438","title":"Touchless and always-on cloud analytics as a service","display_name":"Touchless and always-on cloud analytics as a service","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2325800416","doi":"https://doi.org/10.1147/jrd.2016.2518438","mag":"2325800416"},"language":"en","primary_location":{"id":"doi:10.1147/jrd.2016.2518438","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2016.2518438","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","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/A5034331643","display_name":"Sahil Suneja","orcid":"https://orcid.org/0009-0005-5094-5779"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"S. Suneja","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada","Univ. of Toronto, Toronto ON Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Univ. of Toronto, Toronto ON Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056125170","display_name":"Canturk Isci","orcid":"https://orcid.org/0000-0001-5249-7272"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Isci","raw_affiliation_strings":["IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","IBM Research Division, Thomas J. Watson Research Center, Yorktown Heights, NY , USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM Research Division, Thomas J. Watson Research Center, Yorktown Heights, NY , USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036652714","display_name":"Ricardo Koller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Koller","raw_affiliation_strings":["IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","IBM Research Division, Thomas J. Watson Research Center, Yorktown Heights, NY , USA"],"affiliations":[{"raw_affiliation_string":"IBM Research Division, Thomas J Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]},{"raw_affiliation_string":"IBM Research Division, Thomas J. Watson Research Center, Yorktown Heights, NY , USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072600785","display_name":"Eyal de Lara","orcid":"https://orcid.org/0000-0002-6730-555X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"E. de Lara","raw_affiliation_strings":["University of Toronto, Toronto, ON, Canada","Univ. of Toronto, Toronto ON Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Univ. of Toronto, Toronto ON Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034331643"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":3.3175,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92905862,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"60","issue":"2-3","first_page":"11:1","last_page":"11:10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9977999925613403,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.9097174406051636},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.7238731384277344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7234503030776978},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6547856330871582},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6413133144378662},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6204911470413208},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5097062587738037},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5002548694610596},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.45496803522109985},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2658218741416931},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.26082849502563477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15115466713905334}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9097174406051636},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.7238731384277344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7234503030776978},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6547856330871582},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6413133144378662},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6204911470413208},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5097062587738037},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5002548694610596},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.45496803522109985},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2658218741416931},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26082849502563477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15115466713905334},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1147/jrd.2016.2518438","is_oa":false,"landing_page_url":"https://doi.org/10.1147/jrd.2016.2518438","pdf_url":null,"source":{"id":"https://openalex.org/S4210219925","display_name":"IBM Journal of Research and Development","issn_l":"0018-8646","issn":["0018-8646","2151-8556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320652","host_organization_name":"IBM","host_organization_lineage":["https://openalex.org/P4310320652"],"host_organization_lineage_names":["IBM"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IBM Journal of Research and Development","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W154256836","https://openalex.org/W1641762327","https://openalex.org/W1986954288","https://openalex.org/W2048997531","https://openalex.org/W2092858671","https://openalex.org/W2119738171","https://openalex.org/W2161958410","https://openalex.org/W2169965429","https://openalex.org/W3005298591","https://openalex.org/W6637110787"],"related_works":["https://openalex.org/W2088620127","https://openalex.org/W2743348030","https://openalex.org/W2947629119","https://openalex.org/W1963799338","https://openalex.org/W2542775576","https://openalex.org/W2900408237","https://openalex.org/W2036412865","https://openalex.org/W2545334782","https://openalex.org/W2906562101","https://openalex.org/W2747005099"],"abstract_inverted_index":{"Despite":[0],"modern":[1],"advances":[2],"in":[3,95,98],"automation":[4],"and":[5,51,74,85,145,150],"managed":[6],"services,":[7],"many":[8],"end":[9],"users":[10,34],"of":[11,19,28,56,116,124,137],"cloud":[12,46,58,72],"services":[13],"remain":[14],"concerned":[15],"about":[16],"the":[17,57,96,109,114,117,135,171],"lack":[18],"visibility":[20,36,91],"into":[21,37,92],"their":[22,38,125],"operational":[23,76],"environments.":[24],"The":[25],"underlying":[26],"principles":[27],"existing":[29],"approaches":[30],"employed":[31],"to":[32,43,88],"aid":[33],"gain":[35],"runtimes":[39],"do":[40],"not":[41],"apply":[42],"today's":[44],"dynamic":[45],"environment":[47],"where":[48],"virtual":[49],"machines":[50],"containers":[52],"operate":[53],"as":[54,139,141,162,164],"processes":[55],"operating":[59],"system.":[60],"We":[61],"present":[62],"near":[63],"field":[64],"monitoring":[65,71,122,143,161],"(NFM),":[66],"a":[67,99,165],"cloud-native":[68],"framework":[69],"for":[70],"systems":[73,119],"providing":[75],"analytics":[77],"services.":[78],"With":[79],"NFM,":[80,138],"we":[81,133],"employ":[82],"cloud,":[83,97,172],"virtualization,":[84],"containerization":[86],"abstractions":[87],"provide":[89],"extensive":[90],"running":[93],"entities":[94],"touchless":[100],"manner,":[101],"i.e.,":[102],"without":[103,173],"modifying,":[104],"instrumenting,":[105],"or":[106,177],"accessing":[107],"within":[108],"end-user":[110],"context.":[111],"Operating":[112],"outside":[113],"context":[115],"target":[118],"enables":[120],"always-on":[121],"independent":[123],"health.":[126],"Using":[127],"an":[128],"NFM":[129,147],"implementation":[130],"on":[131,170],"OpenStack,":[132],"demonstrate":[134],"capabilities":[136],"well":[140],"its":[142],"accuracy":[144],"efficiency.":[146],"is":[148],"practical":[149],"general,":[151],"supporting":[152],"more":[153],"than":[154],"1,000":[155],"different":[156],"system":[157,167],"distributions,":[158],"allowing":[159],"instantaneous":[160],"soon":[163],"guest":[166],"becomes":[168],"hosted":[169],"any":[174],"setup":[175],"prerequisites":[176],"enforced":[178],"cooperation.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}