{"id":"https://openalex.org/W4408048631","doi":"https://doi.org/10.1109/bigcom65357.2024.00014","title":"FISH: Alleviating Cold Start for Serverless Computing with Memory Constraints","display_name":"FISH: Alleviating Cold Start for Serverless Computing with Memory Constraints","publication_year":2024,"publication_date":"2024-08-09","ids":{"openalex":"https://openalex.org/W4408048631","doi":"https://doi.org/10.1109/bigcom65357.2024.00014"},"language":"en","primary_location":{"id":"doi:10.1109/bigcom65357.2024.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcom65357.2024.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Big Data Computing and Communications (BigCom)","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/A5100319967","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0000-0002-6439-2782"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101556280","display_name":"Guopeng Li","orcid":"https://orcid.org/0000-0002-0713-8964"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guopeng Li","raw_affiliation_strings":["University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067465324","display_name":"Haisheng Tan","orcid":"https://orcid.org/0000-0002-3133-1430"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haisheng Tan","raw_affiliation_strings":["University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,CAS Key Lab of Wireless-Optical Communications,China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41283422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9837999939918518,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9804999828338623,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9682000279426575,"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":0.7376427054405212},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.6120293140411377},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4412250518798828},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3808225989341736},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.2003813087940216},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09937849640846252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7376427054405212},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.6120293140411377},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4412250518798828},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3808225989341736},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.2003813087940216},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09937849640846252}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcom65357.2024.00014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcom65357.2024.00014","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Big Data Computing and Communications (BigCom)","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":3,"referenced_works":["https://openalex.org/W2982476913","https://openalex.org/W3012028616","https://openalex.org/W4386349937"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Within":[0],"cloud":[1],"computing,":[2],"Function":[3,177],"as":[4,68],"a":[5,32,51,105,126,165,172,182],"Service":[6],"(FaaS)":[7],"deploys":[8],"computations":[9],"to":[10,61,83,92,115,153,198,201],"serverless":[11,35,121],"backends":[12],"without":[13],"exposing":[14],"the":[15,42,58,73,85,94,112,155,202],"underlying":[16],"server":[17],"environment.":[18],"This":[19,28],"facilitates":[20],"high":[21],"scalability":[22],"and":[23,41,135,138,148,167,180,190],"flexibility":[24],"for":[25,132],"software":[26],"development.":[27],"innovative":[29],"paradigm":[30],"introduces":[31],"notable":[33],"challenge:":[34],"service":[36],"providers":[37],"have":[38,60],"limited":[39],"resources,":[40],"computing":[43,122],"environment":[44,91],"may":[45],"not":[46],"always":[47],"be":[48],"ready":[49],"when":[50],"stateless":[52],"function":[53],"invocation":[54,149],"request":[55],"arrives.":[56],"Thus,":[57],"users":[59],"suffer":[62],"from":[63],"an":[64,140],"initial":[65],"latency":[66],"known":[67],"cold":[69,74,156,193],"start.":[70],"To":[71],"alleviate":[72],"start":[75,157,188,194],"problem":[76,158],"with":[77,108,171,175],"resource":[78,118,160],"constraints,":[79],"it":[80],"is":[81],"important":[82],"manage":[84],"life":[86],"cycle":[87],"of":[88,97,128],"functions'":[89],"execution":[90],"ensure":[93],"resources":[95],"consumption":[96],"living":[98],"containers":[99],"are":[100],"under-limit.":[101],"We":[102],"present":[103],"FISH,":[104],"Factor-Integrated":[106],"Scheduler":[107],"IAT-Histogram,":[109],"which":[110],"enhances":[111],"HIST":[113],"algorithm":[114],"improve":[116],"efficient":[117],"management":[119],"in":[120,186],"environments.":[123],"By":[124],"employing":[125],"histogram":[127],"inter-arrival":[129],"times":[130],"(IAT)":[131],"optimizing":[133],"pre-warm":[134],"keep-alive":[136],"strategies,":[137],"incorporating":[139],"IAT-aware":[141],"eviction":[142],"policy":[143],"that":[144],"considers":[145],"memory":[146],"usage":[147],"frequency,":[150],"FISH":[151,169],"aims":[152],"mitigate":[154],"under":[159],"constraints.":[161],"Besides,":[162],"we":[163],"implement":[164],"simulator":[166],"evaluate":[168],"mainly":[170],"fixed-keep-alive":[173],"method":[174],"Azure":[176],"Invocation":[178],"Trace":[179],"obtain":[181],"maximum":[183],"32%":[184],"increase":[185],"warm":[187],"rate":[189],"reduce":[191],"total":[192],"time":[195],"by":[196],"up":[197],"125%":[199],"compared":[200],"baseline.":[203]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}