{"id":"https://openalex.org/W4362586792","doi":"https://doi.org/10.1007/s10723-023-09656-z","title":"New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing","display_name":"New Improved Multi-Objective Gorilla Troops Algorithm for Dependent Tasks Offloading problem in Multi-Access Edge Computing","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4362586792","doi":"https://doi.org/10.1007/s10723-023-09656-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10723-023-09656-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09656-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09656-z.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09656-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074599271","display_name":"Khalid M. Hosny","orcid":"https://orcid.org/0000-0001-8065-8977"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Khalid M. Hosny","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090691275","display_name":"Ahmed I. Awad","orcid":"https://orcid.org/0000-0002-9383-6602"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed I. Awad","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009386709","display_name":"Marwa M. Khashaba","orcid":"https://orcid.org/0000-0003-2397-1419"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Marwa M. Khashaba","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032994633","display_name":"Ehab R. Mohamed","orcid":"https://orcid.org/0000-0002-9643-6719"},"institutions":[{"id":"https://openalex.org/I192398990","display_name":"Zagazig University","ror":"https://ror.org/053g6we49","country_code":"EG","type":"education","lineage":["https://openalex.org/I192398990"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ehab R. Mohamed","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Informatics, Zagazig University, Zagazig, 44519, Egypt","institution_ids":["https://openalex.org/I192398990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074599271"],"corresponding_institution_ids":["https://openalex.org/I192398990"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":4.4938,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94913138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9922000169754028,"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"}},{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9876000285148621,"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/computer-science","display_name":"Computer science","score":0.8961261510848999},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6284455060958862},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6239004135131836},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5841923952102661},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.5428275465965271},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5227763056755066},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5167507529258728},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.49808597564697266},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4870205521583557},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.48128002882003784},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.46966516971588135},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.459392786026001},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44577550888061523},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.42218634486198425},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4121336340904236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3365118205547333},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2564448118209839},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2546340227127075},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13497436046600342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8961261510848999},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6284455060958862},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6239004135131836},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5841923952102661},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.5428275465965271},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5227763056755066},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5167507529258728},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.49808597564697266},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4870205521583557},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.48128002882003784},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.46966516971588135},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.459392786026001},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44577550888061523},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.42218634486198425},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4121336340904236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3365118205547333},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2564448118209839},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2546340227127075},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13497436046600342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10723-023-09656-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09656-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09656-z.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10723-023-09656-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10723-023-09656-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10723-023-09656-z.pdf","source":{"id":"https://openalex.org/S140218187","display_name":"Journal of Grid Computing","issn_l":"1570-7873","issn":["1570-7873","1572-9184"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Grid Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362586792.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W2059687185","https://openalex.org/W2061438946","https://openalex.org/W2067620814","https://openalex.org/W2108028245","https://openalex.org/W2126105956","https://openalex.org/W2290883490","https://openalex.org/W2343448572","https://openalex.org/W2344423009","https://openalex.org/W2481567722","https://openalex.org/W2573137292","https://openalex.org/W2594560857","https://openalex.org/W2735710195","https://openalex.org/W2751904527","https://openalex.org/W2791353064","https://openalex.org/W2808449107","https://openalex.org/W2809740924","https://openalex.org/W2911142008","https://openalex.org/W2919979744","https://openalex.org/W2921589114","https://openalex.org/W2922609623","https://openalex.org/W2943021608","https://openalex.org/W2945235903","https://openalex.org/W2953281403","https://openalex.org/W2959276766","https://openalex.org/W2966556967","https://openalex.org/W2979596121","https://openalex.org/W3000194269","https://openalex.org/W3011943115","https://openalex.org/W3018740610","https://openalex.org/W3021008856","https://openalex.org/W3024421321","https://openalex.org/W3024681024","https://openalex.org/W3025279013","https://openalex.org/W3027234883","https://openalex.org/W3036084151","https://openalex.org/W3047538493","https://openalex.org/W3081088023","https://openalex.org/W3092392887","https://openalex.org/W3103591951","https://openalex.org/W3118566252","https://openalex.org/W3123257271","https://openalex.org/W3145266955","https://openalex.org/W3146982629","https://openalex.org/W3159145702","https://openalex.org/W3162181956","https://openalex.org/W3172247901","https://openalex.org/W3175112753","https://openalex.org/W3175345449","https://openalex.org/W3185076117","https://openalex.org/W3192611597","https://openalex.org/W3209477841","https://openalex.org/W3209682411","https://openalex.org/W3210119647","https://openalex.org/W4280619429","https://openalex.org/W6602855854","https://openalex.org/W6926212803"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W3014317926","https://openalex.org/W2917127270","https://openalex.org/W3185499500"],"abstract_inverted_index":{"Abstract":[0],"Computational":[1],"offloading":[2,60,188],"allows":[3],"lightweight":[4],"battery-operated":[5],"devices":[6],"such":[7],"as":[8],"IoT":[9],"gadgets":[10],"and":[11,51,203,217],"mobile":[12],"equipment":[13],"to":[14,18,22,102,144,148,170,185,191],"send":[15],"computation":[16,52],"tasks":[17,67,105],"nearby":[19],"edge":[20,33],"servers":[21],"be":[23,56,74],"completed,":[24],"which":[25],"is":[26,68,135],"a":[27,92,166],"challenging":[28],"problem":[29],"in":[30,41,106,183,214],"the":[31,46,107,114,118,123,130,149,155,158,187,218,221],"multi-access":[32],"computing":[34],"(MEC)":[35],"environment.":[36],"Numerous":[37],"conflicting":[38],"objectives":[39],"exist":[40],"this":[42,78,215],"problem;":[43],"for":[44],"example,":[45],"execution":[47,115],"time,":[48],"energy":[49,199],"consumption,":[50],"cost":[53,128,204],"should":[54],"all":[55],"optimized":[57],"simultaneously.":[58],"Furthermore,":[59,133],"an":[61,96],"application":[62],"that":[63,72,137],"consists":[64],"of":[65,117,122,129,157,223],"dependent":[66,104],"another":[69],"important":[70],"issue":[71],"cannot":[73],"neglected":[75],"while":[76],"addressing":[77],"problem.":[79],"Recent":[80],"methods":[81],"are":[82],"single":[83],"objective,":[84],"computationally":[85],"expensive,":[86],"or":[87],"ignore":[88],"task":[89],"dependency.":[90],"As":[91],"result,":[93],"we":[94,152],"propose":[95],"improved":[97],"Gorilla":[98,160],"Troops":[99,161],"Algorithm":[100,162],"(IGTA)":[101],"offload":[103],"MEC":[108,131,139],"environments":[109],"with":[110,211],"three":[111],"objectives:":[112],"1-Minimizing":[113],"latency":[116,196],"application,":[119],"2-energy":[120],"consumption":[121,200],"light":[124],"devices,":[125],"3-the":[126],"used":[127],"resources.":[132],"it":[134],"supposed":[136],"each":[138],"supports":[140],"many":[141],"charge":[142],"levels":[143],"provide":[145],"more":[146],"flexibility":[147],"system.":[150],"Additionally,":[151],"have":[153],"extended":[154],"operation":[156,169],"standard":[159],"(GTO)":[163],"by":[164,197,201,206],"adopting":[165],"customized":[167],"crossover":[168],"improve":[171,186],"its":[172],"search":[173],"strategy.":[174],"A":[175],"Max-To-Min":[176],"(MTM)":[177],"load-balancing":[178],"strategy":[179],"was":[180],"also":[181],"implemented":[182],"IGTA":[184,193,210],"operation.":[189],"Relative":[190],"GTO,":[192],"has":[194],"reduced":[195],"33%,":[198],"93%,":[202],"usage":[205],"34.5%.":[207],"We":[208],"compared":[209],"other":[212],"Optimizers":[213],"problem,":[216],"results":[219],"showed":[220],"superiority":[222],"IGTA.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
