{"id":"https://openalex.org/W4321606768","doi":"https://doi.org/10.1109/comsnets56262.2023.10041384","title":"SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network","display_name":"SIRM: Cost efficient and SLO aware ML prediction on Fog-Cloud Network","publication_year":2023,"publication_date":"2023-01-03","ids":{"openalex":"https://openalex.org/W4321606768","doi":"https://doi.org/10.1109/comsnets56262.2023.10041384"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets56262.2023.10041384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets56262.2023.10041384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","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/A5033847036","display_name":"Chetan Phalak","orcid":"https://orcid.org/0009-0007-2575-6436"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chetan Phalak","raw_affiliation_strings":["TCS Research,Mumbai,India","TCS Research, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060046072","display_name":"Dheeraj Chahal","orcid":"https://orcid.org/0009-0000-7398-0749"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dheeraj Chahal","raw_affiliation_strings":["TCS Research,Mumbai,India","TCS Research, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058497166","display_name":"Rekha S. Singhal","orcid":"https://orcid.org/0000-0002-2621-6497"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rekha Singhal","raw_affiliation_strings":["TCS Research,Mumbai,India","TCS Research, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"TCS Research,Mumbai,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033847036"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":1.605,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83454389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"825","last_page":"829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983000159263611,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.965499997138977,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9559000134468079,"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":0.8764461278915405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8142317533493042},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7314521670341492},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6889948844909668},{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog computing","score":0.577924370765686},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5022120475769043},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43021491169929504},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.42556655406951904},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42047643661499023},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3166550099849701},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17284873127937317}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8764461278915405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8142317533493042},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7314521670341492},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6889948844909668},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.577924370765686},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5022120475769043},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43021491169929504},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.42556655406951904},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42047643661499023},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3166550099849701},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17284873127937317},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets56262.2023.10041384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets56262.2023.10041384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 15th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2252366424","https://openalex.org/W2770885069","https://openalex.org/W2772948367","https://openalex.org/W2970239788","https://openalex.org/W2985020236","https://openalex.org/W2999580716","https://openalex.org/W3130689885","https://openalex.org/W3216595974","https://openalex.org/W4226323338","https://openalex.org/W4283395640","https://openalex.org/W4285815089","https://openalex.org/W4320060379","https://openalex.org/W4385245566","https://openalex.org/W6767394755","https://openalex.org/W6810922100"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W3120107203","https://openalex.org/W2905312593","https://openalex.org/W3159358326","https://openalex.org/W3037996492","https://openalex.org/W3015996694","https://openalex.org/W2608613483"],"abstract_inverted_index":{"Cloud":[0],"and":[1,32,46,69,113,148],"Fog":[2],"computing":[3,55,73],"are":[4],"complementary":[5],"technologies":[6],"used":[7],"for":[8,48,90],"complex":[9],"Internet":[10],"of":[11,16,24,29,44,65,126,135],"Things":[12],"(IoT)":[13],"based":[14,151],"deployment":[15,127],"applications.":[17,152],"With":[18],"an":[19],"increase":[20],"in":[21,51,138],"the":[22,27,124],"number":[23],"internet-connected":[25],"devices,":[26],"volume":[28],"data":[30,45],"generated":[31],"processed":[33],"at":[34,96],"higher":[35],"speeds":[36],"has":[37],"increased":[38],"substantially.":[39],"Serving":[40],"a":[41,62,87,99],"large":[42],"amount":[43],"workloads":[47],"predictive":[49],"decisions":[50],"real-time":[52],"using":[53,108,145],"fog":[54,72,109],"without":[56],"Service-Level":[57],"Objective":[58],"(SLO)":[59],"violation":[60],"is":[61],"challenge.":[63],"Integration":[64],"multiple":[66],"cloud":[67,119],"services":[68],"platforms":[70],"with":[71,110],"can":[74],"resolve":[75],"this":[76,83],"issue":[77],"by":[78,118],"providing":[79],"additional":[80],"resources.":[81],"In":[82],"work,":[84],"we":[85],"present":[86],"general-purpose":[88],"System":[89],"Inference":[91],"Request":[92],"Management":[93],"(SIRM)":[94],"aimed":[95],"automatically":[97],"generating":[98],"suitable":[100],"execution":[101],"workflow":[102,122],"to":[103],"execute":[104],"ML/DL":[105],"inference":[106],"requests":[107],"Function-as-a-Service":[111],"(FaaS)":[112],"Machine":[114],"Learning-as-a-service":[115],"(MLaaS)":[116],"offered":[117],"vendors.":[120],"Generated":[121],"minimizes":[123],"cost":[125],"as":[128,130],"well":[129],"SLO":[131],"violations.":[132],"The":[133],"use":[134],"SIRM":[136],"results":[137],"less":[139],"than":[140],"5%":[141],"violations":[142],"when":[143],"tested":[144],"health":[146],"domain":[147],"recommender":[149],"system":[150]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-01-23T23:20:30.427331","created_date":"2025-10-10T00:00:00"}
