{"id":"https://openalex.org/W2134647534","doi":"https://doi.org/10.1109/wowmom.2015.7158127","title":"Offload (only) the right jobs: Robust offloading using the Markov decision processes","display_name":"Offload (only) the right jobs: Robust offloading using the Markov decision processes","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2134647534","doi":"https://doi.org/10.1109/wowmom.2015.7158127","mag":"2134647534"},"language":"en","primary_location":{"id":"doi:10.1109/wowmom.2015.7158127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2015.7158127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 16th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)","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/A5004079238","display_name":"Esa Hyyti\u00e4","orcid":"https://orcid.org/0000-0001-8453-6926"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Esa Hyytia","raw_affiliation_strings":["Aalto University, Finland","Aalto Univ. (Finland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto Univ. (Finland)","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056364055","display_name":"Thrasyvoulos Spyropoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thrasyvoulos Spyropoulos","raw_affiliation_strings":["EURECOM, Sophia-Antipolis, France","EURECOM Sophia Antipolis, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EURECOM, Sophia-Antipolis, France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM Sophia Antipolis, France#TAB#","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027075213","display_name":"J\u00f6rg Ott","orcid":"https://orcid.org/0000-0001-8311-8036"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jorg Ott","raw_affiliation_strings":["Aalto University, Finland","Aalto Univ. (Finland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto Univ. (Finland)","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9990000128746033,"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":0.9990000128746033,"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/T13553","display_name":"Age of Information Optimization","score":0.9954000115394592,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.85014808177948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.834291934967041},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.7433649301528931},{"id":"https://openalex.org/keywords/mobile-cloud-computing","display_name":"Mobile cloud computing","score":0.6893174648284912},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5611990690231323},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5596898794174194},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5461623668670654},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5274215936660767},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.49268680810928345},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4807186424732208},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4653305411338806},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46087104082107544},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.436249315738678},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4272921681404114},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.20038604736328125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10373276472091675}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.85014808177948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.834291934967041},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.7433649301528931},{"id":"https://openalex.org/C2779191767","wikidata":"https://www.wikidata.org/wiki/Q6887075","display_name":"Mobile cloud computing","level":3,"score":0.6893174648284912},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5611990690231323},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5596898794174194},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5461623668670654},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5274215936660767},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.49268680810928345},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4807186424732208},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4653305411338806},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46087104082107544},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.436249315738678},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4272921681404114},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.20038604736328125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10373276472091675},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wowmom.2015.7158127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wowmom.2015.7158127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 16th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)","raw_type":"proceedings-article"},{"id":"pmh:oai:fr.eurecom:4603","is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/4603","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WOWMOM 2015, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, June 14-17, 2015, Boston, MA, USA","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8899999856948853}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W636382642","https://openalex.org/W1554317922","https://openalex.org/W1979745145","https://openalex.org/W2012423440","https://openalex.org/W2022590452","https://openalex.org/W2023380813","https://openalex.org/W2043794511","https://openalex.org/W2074637591","https://openalex.org/W2086587845","https://openalex.org/W2088692353","https://openalex.org/W2101788345","https://openalex.org/W2112506982","https://openalex.org/W2119567691","https://openalex.org/W2132777427","https://openalex.org/W2134289576","https://openalex.org/W2142111696","https://openalex.org/W2152530926","https://openalex.org/W2188018919","https://openalex.org/W2341171179","https://openalex.org/W2492250943","https://openalex.org/W2511894128","https://openalex.org/W4247230948","https://openalex.org/W4298023569","https://openalex.org/W6633116073"],"related_works":["https://openalex.org/W2034905385","https://openalex.org/W3150868077","https://openalex.org/W4281385823","https://openalex.org/W2189508715","https://openalex.org/W3194052956","https://openalex.org/W4312728238","https://openalex.org/W2282963174","https://openalex.org/W1535946264","https://openalex.org/W2189141534","https://openalex.org/W2413875770"],"abstract_inverted_index":{"We":[0,129],"consider":[1,68],"a":[2,33,98,143],"dynamic":[3],"offloading":[4,145],"problem":[5,133],"arising":[6],"in":[7,32,41,52,56,77,134],"the":[8,42,53,57,78,95,116,126,135],"context":[9],"of":[10,19,65,118,137],"mobile":[11,34,54],"cloud":[12],"computing":[13],"(MCC).":[14],"In":[15],"MCC,":[16],"three":[17],"types":[18],"tasks":[20],"can":[21,27,48],"be":[22,28,49,72],"identified:":[23],"(i)":[24],"those":[25,37,46],"which":[26,38,47],"processed":[29,40,50,73],"only":[30],"locally":[31,74],"device,":[35],"(ii)":[36,84],"are":[39],"cloud,":[43],"and":[44,75,85,125,141],"(iii)":[45,61,86],"either":[51],"or":[55,102],"cloud.":[58,79],"For":[59],"type":[60,83],"tasks,":[62,87],"it":[63],"is":[64,89],"interest":[66],"to":[67,93],"when":[69,76],"they":[70],"should":[71],"Furthermore,":[80],"for":[81],"both":[82],"there":[88],"typically":[90],"two":[91],"ways":[92],"access":[94],"cloud:":[96],"via":[97,103],"(costly)":[99],"cellular":[100],"connection":[101],"intermittently":[104],"available":[105],"WLAN":[106,119],"hotspots.":[107],"The":[108],"optimal":[109],"strategy":[110],"involves":[111],"multi-dimensional":[112],"considerations":[113],"such":[114],"as":[115],"availability":[117],"hotspots,":[120],"energy":[121],"consumption,":[122],"communication":[123],"costs":[124],"expected":[127],"delays.":[128],"approach":[130],"this":[131],"challenging":[132],"framework":[136],"Markov":[138],"decision":[139],"processes":[140],"derive":[142],"near-optimal":[144],"policy.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}