{"id":"https://openalex.org/W4409221607","doi":"https://doi.org/10.1109/camad62243.2024.10943043","title":"PDPPnet: Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with Double Dueling Deep Q-Networks","display_name":"PDPPnet: Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with Double Dueling Deep Q-Networks","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4409221607","doi":"https://doi.org/10.1109/camad62243.2024.10943043"},"language":"en","primary_location":{"id":"doi:10.1109/camad62243.2024.10943043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad62243.2024.10943043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","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/A5008414543","display_name":"Anastasios Giannopoulos","orcid":"https://orcid.org/0000-0002-8602-7401"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Giannopoulos","raw_affiliation_strings":["National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099342154","display_name":"Ilias Paralikas","orcid":"https://orcid.org/0009-0009-5646-9549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ilias Paralikas","raw_affiliation_strings":["Four Dot Infinity,R&D Department,Athens,Greece"],"affiliations":[{"raw_affiliation_string":"Four Dot Infinity,R&D Department,Athens,Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030378252","display_name":"Sotirios Spantideas","orcid":"https://orcid.org/0000-0002-1457-4131"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotirios Spantideas","raw_affiliation_strings":["National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040994432","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u039d\u03bf\u03bc\u03b9\u03ba\u03cc\u03c2","orcid":"https://orcid.org/0000-0002-9210-9796"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Nomikos","raw_affiliation_strings":["National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039352682","display_name":"Panagiotis Trakadas","orcid":"https://orcid.org/0000-0002-5146-5954"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Trakadas","raw_affiliation_strings":["National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece"],"affiliations":[{"raw_affiliation_string":"National and Kapodistrian University of Athens,Dept. of Ports Management and Shipping,Psachna,Greece","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008414543"],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3479778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9986000061035156,"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":0.9986000061035156,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9657999873161316,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8274117112159729},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8040384650230408},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6233878135681152},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.6157130599021912},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.615598201751709},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.424147367477417},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40762513875961304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16907459497451782},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15110120177268982},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0509682297706604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8274117112159729},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8040384650230408},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6233878135681152},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.6157130599021912},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.615598201751709},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.424147367477417},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40762513875961304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16907459497451782},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15110120177268982},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0509682297706604},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/camad62243.2024.10943043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad62243.2024.10943043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","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":16,"referenced_works":["https://openalex.org/W2604119386","https://openalex.org/W2794343007","https://openalex.org/W3002159761","https://openalex.org/W3172247901","https://openalex.org/W3182816986","https://openalex.org/W3200113042","https://openalex.org/W4206135771","https://openalex.org/W4285253045","https://openalex.org/W4309548074","https://openalex.org/W4376481074","https://openalex.org/W4378876734","https://openalex.org/W4382623320","https://openalex.org/W4386082945","https://openalex.org/W4389080276","https://openalex.org/W4390659195","https://openalex.org/W4391454526"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"Efficient":[0],"management":[1],"of":[2,48,154],"computational":[3,156],"tasks":[4,64],"in":[5,39],"the":[6,19,46,83,110,121,152],"cloud-edge":[7],"continuum":[8],"(CEC)":[9],"is":[10],"crucial":[11],"for":[12,61],"modern":[13],"computing":[14],"environments.":[15],"This":[16],"paper":[17],"introduces":[18],"Prioritized":[20],"Delay-aware":[21],"and":[22,52,87,101,145],"Peer-to-Peer":[23],"Task":[24],"Offloading":[25],"(PDPPnet)":[26],"scheme,":[27],"employing":[28],"multi-agent":[29,77],"Double":[30],"Dueling":[31],"Deep":[32],"Q-Networks":[33],"(DDDQNs)":[34],"to":[35,119],"optimize":[36],"task":[37,53,69,88,93,107,140,148],"offloading":[38,79,137],"a":[40,76],"distributed":[41],"framework.":[42],"PDPPnet":[43,81,133],"uniquely":[44],"addresses":[45],"challenges":[47],"uncertain":[49],"load":[50,115],"dynamics":[51,116],"prioritization":[54],"at":[55],"edge":[56,155],"nodes,":[57],"enabling":[58],"autonomous":[59],"decision-making":[60,127],"non-divisible,":[62],"delay-sensitive":[63],"without":[65],"reliance":[66],"on":[67],"prior":[68],"models":[70],"from":[71],"other":[72],"nodes.":[73],"By":[74],"formulating":[75],"computation":[78],"problem,":[80],"minimizes":[82],"expected":[84],"long-term":[85,122],"latency":[86],"drop":[89,141],"ratio":[90],"while":[91],"respecting":[92],"priorities.":[94],"The":[95],"architecture":[96],"supports":[97],"both":[98],"peer-to-peer":[99],"(P2P)":[100],"peer-to-Cloud":[102],"(P2C)":[103],"offloading,":[104],"ensuring":[105],"seamless":[106],"flow":[108],"across":[109],"CEC.":[111],"We":[112],"integrated":[113],"LSTM-predicted":[114],"with":[117],"DDDQNs":[118],"enhance":[120],"cost":[123],"estimation,":[124],"significantly":[125],"improving":[126,146],"efficacy.":[128],"Simulation":[129],"results":[130],"demonstrate":[131],"that":[132],"markedly":[134],"outperforms":[135],"conventional":[136],"algorithms,":[138],"reducing":[139],"ratios,":[142],"average":[143],"delay,":[144],"prioritized":[147],"throughput,":[149],"thus":[150],"optimizing":[151],"use":[153],"resources.":[157]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}