{"id":"https://openalex.org/W2887817790","doi":"https://doi.org/10.1145/3229710.3229743","title":"An Approach to Predict Desktop Uptime for Job Allocation in Ad-Hoc Cloud","display_name":"An Approach to Predict Desktop Uptime for Job Allocation in Ad-Hoc Cloud","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2887817790","doi":"https://doi.org/10.1145/3229710.3229743","mag":"2887817790"},"language":"en","primary_location":{"id":"doi:10.1145/3229710.3229743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229710.3229743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing Companion","raw_type":"proceedings-article"},"type":"conference-paper","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/A5026667471","display_name":"Atreya Bandyopadhyay","orcid":"https://orcid.org/0009-0008-5725-1712"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atreya Bandyopadhyay","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072020392","display_name":"Nandini Mukherjee","orcid":"https://orcid.org/0000-0001-7228-8988"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nandini Mukherjee","raw_affiliation_strings":["Department of Computer Science and Engineering, Jadavpur University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":0.2075,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48065326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9991000294685364,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9937999844551086,"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/unavailability","display_name":"Unavailability","score":0.8855854272842407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8076624870300293},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7608085870742798},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.57965487241745},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5213964581489563},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.4373207688331604},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43037086725234985},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.41291365027427673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37895500659942627},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3297466039657593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3111056685447693},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.10910695791244507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09625610709190369}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.8855854272842407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8076624870300293},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7608085870742798},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.57965487241745},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5213964581489563},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.4373207688331604},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43037086725234985},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.41291365027427673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37895500659942627},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3297466039657593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3111056685447693},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.10910695791244507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09625610709190369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3229710.3229743","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229710.3229743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1535487433","https://openalex.org/W1943005004","https://openalex.org/W2092346165","https://openalex.org/W2171488048","https://openalex.org/W3125191049","https://openalex.org/W4236690599"],"related_works":["https://openalex.org/W4237235066","https://openalex.org/W2026539069","https://openalex.org/W207884067","https://openalex.org/W3127016596","https://openalex.org/W2365973415","https://openalex.org/W3146085540","https://openalex.org/W1482423459","https://openalex.org/W2996457675","https://openalex.org/W2129918226","https://openalex.org/W843992174"],"abstract_inverted_index":{"In":[0,102],"an":[1],"academic":[2],"institution,":[3],"in":[4,9,46,128,131],"a":[5,107,115,137,141],"public":[6],"library":[7],"or":[8,24],"several":[10],"other":[11],"organizations":[12],"some":[13],"of":[14,114,168],"the":[15,51,77,94,99,111],"computing":[16],"devices":[17,52],"like":[18],"PCs":[19],"and":[20,56,140,160],"workstations":[21],"lie":[22],"unused":[23],"underused.":[25],"An":[26],"ad":[27],"hoc":[28],"cloud":[29],"can":[30,37,83],"be":[31,38],"hosted":[32],"on":[33,65,118,144],"these":[34,41],"devices.":[35,42],"Jobs":[36],"allocated":[39],"to":[40,109,170],"A":[43,68],"major":[44],"challenge":[45],"this":[47,103,145],"scheme":[48],"is":[49,79],"that":[50,93],"are":[53],"sporadically":[54],"available":[55],"non-dedicated.":[57],"The":[58,88],"machine":[59,69,100,116],"will":[60],"probably":[61],"not":[62],"remain":[63],"power":[64],"for":[66,85],"24x7.":[67],"may":[70,96],"become":[71],"unavailable":[72],"after":[73],"job":[74,78],"allocation":[75],"before":[76],"completed.":[80],"Such":[81],"unavailability":[82],"occur":[84],"various":[86,129],"reasons.":[87],"most":[89],"common":[90],"reason":[91],"being":[92],"user":[95],"just":[97],"switch":[98],"off.":[101],"paper":[104],"we":[105],"propose":[106],"method":[108],"predict":[110],"future":[112],"availability":[113],"based":[117,163],"past":[119],"data.":[120],"We":[121,134,148,165],"have":[122,135],"collected":[123],"data":[124,146],"from":[125],"multiple":[126],"machines":[127],"laboratories":[130],"our":[132],"University.":[133],"built":[136],"regression":[138],"model":[139,143],"classification":[142],"set.":[147],"used":[149],"three":[150,167],"different":[151],"training":[152],"algorithms-":[153],"Random":[154],"forest":[155],"regressor,":[156],"Support":[157],"vector":[158],"regressor":[159],"Neural":[161],"Network":[162],"regressor.":[164],"found":[166],"them":[169],"perform":[171],"sufficiently":[172],"well.":[173]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
