{"id":"https://openalex.org/W2207992756","doi":"https://doi.org/10.1109/bigdata.2015.7363952","title":"A comprehensive evaluation of NoSQL datastores in the context of historians and sensor data analysis","display_name":"A comprehensive evaluation of NoSQL datastores in the context of historians and sensor data analysis","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2207992756","doi":"https://doi.org/10.1109/bigdata.2015.7363952","mag":"2207992756"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2015.7363952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","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/A5040362114","display_name":"Arun Kumar Kalakanti","orcid":"https://orcid.org/0000-0001-5021-9121"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Arun Kumar Kalakanti","raw_affiliation_strings":["Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068533471","display_name":"Vinay Sudhakaran","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vinay Sudhakaran","raw_affiliation_strings":["Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038398134","display_name":"Varsha Raveendran","orcid":"https://orcid.org/0009-0001-7096-8071"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Varsha Raveendran","raw_affiliation_strings":["Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035087227","display_name":"Nisha Menon","orcid":null},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nisha Menon","raw_affiliation_strings":["Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Data-centric Systems Research Group, Siemens Technology and Services Pvt. Ltd., Bangalore, India","institution_ids":["https://openalex.org/I1325886976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040362114"],"corresponding_institution_ids":["https://openalex.org/I1325886976"],"apc_list":null,"apc_paid":null,"fwci":3.2881,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93252519,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1797","last_page":"1806"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9973000288009644,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nosql","display_name":"NoSQL","score":0.9438772201538086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8375543355941772},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5707591772079468},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5660255551338196},{"id":"https://openalex.org/keywords/backup","display_name":"Backup","score":0.545494019985199},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4580821096897125},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42998138070106506},{"id":"https://openalex.org/keywords/relational-database-management-system","display_name":"Relational database management system","score":0.41026103496551514},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.36001473665237427},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15793868899345398}],"concepts":[{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.9438772201538086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8375543355941772},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5707591772079468},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5660255551338196},{"id":"https://openalex.org/C2780945871","wikidata":"https://www.wikidata.org/wiki/Q194274","display_name":"Backup","level":2,"score":0.545494019985199},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4580821096897125},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42998138070106506},{"id":"https://openalex.org/C24394798","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database management system","level":3,"score":0.41026103496551514},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.36001473665237427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15793868899345398}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2015.7363952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2015.7363952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"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":6,"referenced_works":["https://openalex.org/W319835625","https://openalex.org/W1985229168","https://openalex.org/W2032953613","https://openalex.org/W2131164945","https://openalex.org/W2401407413","https://openalex.org/W2405628490"],"related_works":["https://openalex.org/W2295775753","https://openalex.org/W2603313942","https://openalex.org/W4381416854","https://openalex.org/W4306877231","https://openalex.org/W2143602713","https://openalex.org/W4386408829","https://openalex.org/W4236503624","https://openalex.org/W2373918503","https://openalex.org/W3006323926","https://openalex.org/W3124817491"],"abstract_inverted_index":{"Data":[0],"historians[1]":[1],"are":[2,43,52,77,85,181,193,215,243],"today":[3],"transitioning":[4],"from":[5,200],"their":[6,124],"traditional":[7,55],"role":[8],"as":[9,95],"record-keepers":[10],"and":[11,20,30,36,49,109,135,151,178,190,202,233,241,252],"planners,":[12],"to":[13,22,40,69,118,144,157,195,217],"tools":[14],"that":[15,54,140],"provide":[16,111],"the":[17,28,44,71,80,112,120,142,167,175,220,229,255],"required":[18,113],"flexibility":[19],"responsiveness":[21],"customers'":[23],"requirements":[24,42,93,221],"in":[25,174,254],"terms":[26],"of":[27,32,73,88,104,163,207,222,231],"type":[29],"volume":[31],"data":[33,75,146,187,199],"stored,":[34],"archived":[35],"queried.":[37],"Added":[38],"dimensions":[39],"these":[41],"need":[45],"for":[46,115,123,147,183,228,250],"high":[47,205],"performance":[48,169,240],"scalability.":[50],"Businesses":[51],"realizing":[53],"database":[56],"management":[57,180],"systems":[58],"i.e.":[59],"Relational":[60],"Database":[61],"Management":[62],"Systems":[63],"(RDBMS)":[64],"might":[65],"not":[66],"be":[67],"able":[68],"handle":[70],"deluge":[72],"industrial":[74,172],"they":[76],"experiencing.":[78],"With":[79],"emerging":[81],"NoSQL":[82,106],"paradigm,":[83],"there":[84],"different":[86],"kinds":[87],"datastores":[89,164],"which":[90],"addresses":[91],"specific":[92,161],"such":[94],"improved":[96],"performance,":[97],"reliability":[98],"or":[99],"user":[100],"experience.":[101],"Our":[102],"study":[103],"two":[105],"datastores,":[107],"HBase":[108],"Cassandra,":[110],"insights":[114],"business":[116,159],"units":[117],"choose":[119],"right":[121],"technology":[122],"next":[125,223],"generation":[126,224],"historian":[127],"systems.":[128],"To":[129],"facilitate":[130],"this":[131,184],"study,":[132],"we":[133],"propose":[134],"use":[136],"a":[137,148],"benchmarking":[138],"studio":[139],"has":[141],"ability":[143],"generate":[145],"configurable":[149],"schema":[150],"workload":[152,213],"patterns,":[153],"thus":[154],"enabling":[155],"us":[156],"perform":[158],"use-case":[160],"evaluation":[162,230],"while":[165],"measuring":[166],"key":[168],"indicators.":[170],"Two":[171],"cases":[173],"plant":[176],"automation":[177],"energy":[179],"considered":[182,216],"evaluation.":[185],"Efficient":[186],"modeling":[188],"techniques":[189],"batching":[191],"mechanisms":[192],"defined":[194],"store":[196],"streaming":[197],"time-series":[198],"sensors":[201],"devices":[203],"with":[204,219],"throughput":[206],"approximately":[208],"one":[209],"million":[210],"inserts/second.":[211],"Mixed":[212],"scenarios":[214],"align":[218],"historians.":[225],"Detailed":[226],"experiments":[227],"concurrency":[232],"load":[234],"management,":[235],"scalability,":[236],"consistency,":[237],"BI":[238],"query":[239],"fault-tolerance":[242],"performed":[244],"on":[245],"Amazon":[246],"EC2":[247],"dedicated":[248],"infrastructure":[249],"reproducibility":[251],"verifiability":[253],"future.":[256]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}