{"id":"https://openalex.org/W4390068960","doi":"https://doi.org/10.1145/3627915.3628021","title":"Improved Load Balancing Algorithm Based on Long Short-Term Memory Networks","display_name":"Improved Load Balancing Algorithm Based on Long Short-Term Memory Networks","publication_year":2023,"publication_date":"2023-10-17","ids":{"openalex":"https://openalex.org/W4390068960","doi":"https://doi.org/10.1145/3627915.3628021"},"language":"en","primary_location":{"id":"doi:10.1145/3627915.3628021","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627915.3628021","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627915.3628021","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3627915.3628021","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052693819","display_name":"Pingrong Lin","orcid":"https://orcid.org/0009-0001-8789-1146"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4403386539","display_name":"Software Engineering Institute of Guangzhou","ror":"https://ror.org/0549ke970","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingrong Lin","raw_affiliation_strings":["Software Institute, Software Engineering Institute of Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-8789-1146","affiliations":[{"raw_affiliation_string":"Software Institute, Software Engineering Institute of Guangzhou, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4403386539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082765170","display_name":"Yang Jun-qin","orcid":"https://orcid.org/0009-0002-3031-5006"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4403386539","display_name":"Software Engineering Institute of Guangzhou","ror":"https://ror.org/0549ke970","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqin Yang","raw_affiliation_strings":["Software Institute, Software Engineering Institute of Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-3031-5006","affiliations":[{"raw_affiliation_string":"Software Institute, Software Engineering Institute of Guangzhou, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4403386539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087039183","display_name":"X. Shi","orcid":"https://orcid.org/0009-0007-8244-9520"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4403386539","display_name":"Software Engineering Institute of Guangzhou","ror":"https://ror.org/0549ke970","country_code":null,"type":"education","lineage":["https://openalex.org/I4403386539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoquan Shi","raw_affiliation_strings":["Software Institute, Software Engineering Institute of Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0007-8244-9520","affiliations":[{"raw_affiliation_string":"Software Institute, Software Engineering Institute of Guangzhou, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4403386539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34668557,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9488999843597412,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.91839998960495,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8738887310028076},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.6969778537750244},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5687711238861084},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5459172129631042},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5011115074157715},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.46613356471061707},{"id":"https://openalex.org/keywords/round-robin-dns","display_name":"Round-robin DNS","score":0.44470301270484924},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.44400322437286377},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.44155824184417725},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37553536891937256},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36814412474632263},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3662266433238983},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3342190682888031},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.14400634169578552},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1171545684337616},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06958478689193726},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.06552115082740784}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8738887310028076},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.6969778537750244},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5687711238861084},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5459172129631042},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5011115074157715},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.46613356471061707},{"id":"https://openalex.org/C102359118","wikidata":"https://www.wikidata.org/wiki/Q178163","display_name":"Round-robin DNS","level":4,"score":0.44470301270484924},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.44400322437286377},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.44155824184417725},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37553536891937256},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36814412474632263},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3662266433238983},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3342190682888031},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.14400634169578552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1171545684337616},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06958478689193726},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.06552115082740784},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C35026560","wikidata":"https://www.wikidata.org/wiki/Q8767","display_name":"Domain Name System","level":3,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"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:10.1145/3627915.3628021","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627915.3628021","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627915.3628021","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3627915.3628021","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627915.3628021","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627915.3628021","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390068960.pdf","grobid_xml":"https://content.openalex.org/works/W4390068960.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W6666761814"],"related_works":["https://openalex.org/W2572577820","https://openalex.org/W4377970692","https://openalex.org/W4225147833","https://openalex.org/W2349473624","https://openalex.org/W2944222538","https://openalex.org/W1583194654","https://openalex.org/W2563943286","https://openalex.org/W2314962739","https://openalex.org/W2767159003","https://openalex.org/W2185389245"],"abstract_inverted_index":{"User":[0],"request":[1],"processing":[2],"in":[3],"Web":[4],"clusters":[5],"is":[6,31,123,130],"often":[7],"assigned":[8],"to":[9,54,85,92],"some":[10,93],"nodes":[11,48,65,76,94],"with":[12,77,95,100],"network":[13,72,97],"congestion,":[14],"so":[15,83],"that":[16,87],"the":[17,44,56,61,71,78,88,101,104,113,116,121,128],"cluster":[18,122],"effect":[19],"cannot":[20],"be":[21],"shown":[22],"as":[23,84],"expected.":[24],"A":[25],"dynamic":[26,106],"load":[27,52,57,107,114],"balancing":[28],"improvement":[29,108],"scheme":[30,42,109],"proposed":[32,105],"based":[33],"on":[34],"Long":[35],"Short-Term":[36],"Memory":[37],"(LSTM)":[38],"neural":[39],"network.":[40],"The":[41],"combines":[43],"performance":[45],"of":[46,63,74,80,120],"server":[47],"and":[49,68,127],"real-time":[50],"comprehensive":[51],"information":[53],"adjust":[55],"weights,":[58],"which":[59],"makes":[60],"allocation":[62],"preprocessing":[64,75],"more":[66],"reasonable,":[67],"then":[69],"predicts":[70],"conditions":[73],"help":[79],"LSTM":[81],"algorithm,":[82],"avoid":[86],"requests":[89],"are":[90],"allocated":[91],"poor":[96],"quality.":[98],"Compared":[99],"traditional":[102],"scheme,":[103],"can":[110],"effectively":[111],"improve":[112],"effect,":[115],"average":[117],"response":[118],"time":[119],"reduced":[124],"by":[125,133],"39%,":[126],"throughput":[129],"also":[131],"improved":[132],"24%.":[134]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}