{"id":"https://openalex.org/W3172133322","doi":"https://doi.org/10.1145/3456415.3457224","title":"Dynamic Computation Offloading Strategy with DNN Partitioning in D2D Multi-Hop Networks","display_name":"Dynamic Computation Offloading Strategy with DNN Partitioning in D2D Multi-Hop Networks","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3172133322","doi":"https://doi.org/10.1145/3456415.3457224","mag":"3172133322"},"language":"en","primary_location":{"id":"doi:10.1145/3456415.3457224","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456415.3457224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Communications and Broadband Networking","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/A5101985087","display_name":"Xin Guo","orcid":"https://orcid.org/0000-0002-6523-0339"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Guo","raw_affiliation_strings":["Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045785088","display_name":"Chongwu Dong","orcid":"https://orcid.org/0000-0002-9161-0570"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongwu Dong","raw_affiliation_strings":["Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101707990","display_name":"Wushao Wen","orcid":"https://orcid.org/0000-0003-4819-4679"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wushao Wen","raw_affiliation_strings":["Sun Yat-sen University, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101985087"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":1.0697,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78063888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"172","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9994000196456909,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9994000196456909,"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/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/T13553","display_name":"Age of Information Optimization","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.8503983020782471},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.7118980288505554},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6767995357513428},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6391971111297607},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.618556797504425},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.496310293674469},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4959655702114105},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.440791517496109},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4341714680194855},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.4189453125},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24143245816230774},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.21934813261032104},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.12627393007278442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8503983020782471},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.7118980288505554},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6767995357513428},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6391971111297607},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.618556797504425},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.496310293674469},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4959655702114105},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.440791517496109},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4341714680194855},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.4189453125},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24143245816230774},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.21934813261032104},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.12627393007278442},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3456415.3457224","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456415.3457224","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Conference on Communications and Broadband Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1487600847","https://openalex.org/W2022218646","https://openalex.org/W2131681506","https://openalex.org/W2793868694","https://openalex.org/W2896180420","https://openalex.org/W2901252390","https://openalex.org/W2909079628","https://openalex.org/W2909746507","https://openalex.org/W2916693941","https://openalex.org/W2950865323","https://openalex.org/W2952027602","https://openalex.org/W2955097190","https://openalex.org/W2956755329","https://openalex.org/W2979679572","https://openalex.org/W2979826702","https://openalex.org/W2981857663","https://openalex.org/W2987699057","https://openalex.org/W3005276590","https://openalex.org/W3009100893","https://openalex.org/W3009963213","https://openalex.org/W3010837127","https://openalex.org/W3099768174"],"related_works":["https://openalex.org/W2966556967","https://openalex.org/W2751308120","https://openalex.org/W2954039338","https://openalex.org/W2896883851","https://openalex.org/W4380356430","https://openalex.org/W2978276916","https://openalex.org/W3155400008","https://openalex.org/W3034137700","https://openalex.org/W3005292387","https://openalex.org/W3034529322"],"abstract_inverted_index":{"The":[0],"expansion":[1],"of":[2,44,60,67,70,74,83,135,152],"smart":[3],"mobile":[4,11,29],"applications":[5,20],"has":[6],"posed":[7],"great":[8,78],"challenges":[9],"on":[10,100],"devices":[12,30],"with":[13,57,64,89],"limited":[14],"computation":[15,45,84],"resources.":[16],"Since":[17],"DNN":[18,38,136],"based":[19,99],"are":[21],"usually":[22],"computation-intensive,":[23],"it":[24,128],"is":[25],"hard":[26],"for":[27],"resource-poor":[28],"to":[31,54,80,105,138],"meet":[32],"delay":[33],"requirements.":[34],"Inspired":[35],"by":[36],"the":[37,42,58,65,68,72,81,101,107,117,132,140,150],"model":[39],"partition":[40,133],"strategy,":[41],"paradigm":[43],"offloading":[46,85,97,110],"in":[47,123],"multi-hop":[48,125],"D2D":[49,95,124],"networks":[50],"allows":[51],"a":[52],"device":[53],"complete":[55],"tasks":[56,122],"assistance":[59],"other":[61],"devices.":[62],"However,":[63],"increase":[66],"number":[69],"devices,":[71],"complexity":[73],"network":[75,103],"architecture":[76],"brings":[77],"difficulties":[79],"designment":[82],"strategy.":[86,154],"To":[87],"cope":[88],"this":[90],"situation,":[91],"we":[92],"propose":[93],"one":[94],"task":[96,109],"strategy":[98,114],"complex":[102],"theory":[104],"find":[106,131],"optimal":[108],"assignment.":[111],"Our":[112],"proposed":[113],"can":[115,129],"mitigate":[116],"routing":[118],"congestion":[119],"when":[120],"transmitting":[121],"networks,":[126],"meanwhile":[127],"dynamically":[130],"point":[134],"models":[137],"minimize":[139],"overall":[141],"delay.":[142],"We":[143],"finally":[144],"conduct":[145],"extensive":[146],"evaluations":[147],"and":[148],"demonstrate":[149],"effectiveness":[151],"our":[153]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}