{"id":"https://openalex.org/W4402454662","doi":"https://doi.org/10.1145/3659995","title":"Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures","display_name":"Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4402454662","doi":"https://doi.org/10.1145/3659995"},"language":"en","primary_location":{"id":"doi:10.1145/3659995","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3659995","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659995?download=true","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"},"type":"paratext","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3659995?download=true","any_repository_has_fulltext":null},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":true,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13482","display_name":"Engineering Education and Technology","score":0.3061000108718872,"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/T13482","display_name":"Engineering Education and Technology","score":0.3061000108718872,"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":0.6929691433906555},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6030888557434082},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4396519660949707},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3346109092235565},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.040690988302230835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6929691433906555},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6030888557434082},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4396519660949707},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3346109092235565},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.040690988302230835},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3659995","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3659995","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659995?download=true","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"}],"best_oa_location":{"id":"doi:10.1145/3659995","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3659995","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3659995?download=true","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1749683540","display_name":"Elements: RADICAL-Cybertools: Middleware Building Blocks for NSF's Cyberinfrastructure Ecosystem.","funder_award_id":"1931512","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1888309904","display_name":"Themis - Trustworthy and Sustainable Code Offloading","funder_award_id":"PAT1668223","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G2131453672","display_name":"Collaborative Research: CNS Core: Medium:HardLambda: A new FaaS Abstraction for Cross-Stack Resource Management in Disaggregated Datacenters","funder_award_id":"2106635","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2381883725","display_name":null,"funder_award_id":"10.55776/PAT1668223","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G3075337988","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320338284","funder_display_name":"Argonne National Laboratory"},{"id":"https://openalex.org/G3280244738","display_name":null,"funder_award_id":"DEAC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G3906604551","display_name":null,"funder_award_id":"DEAC02-06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4252079742","display_name":null,"funder_award_id":"DEAC02-06CH11357","funder_id":"https://openalex.org/F4320338284","funder_display_name":"Argonne National Laboratory"},{"id":"https://openalex.org/G4370606643","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G4552540348","display_name":null,"funder_award_id":"0F-60169","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4860583558","display_name":null,"funder_award_id":"P 36870-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G5367729914","display_name":null,"funder_award_id":"0F-60169","funder_id":"https://openalex.org/F4320338284","funder_display_name":"Argonne National Laboratory"},{"id":"https://openalex.org/G5907550674","display_name":"Triton - Transprecise Edge Computing","funder_award_id":"P 36870","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G6000026768","display_name":null,"funder_award_id":"Y904-N31","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G6495930337","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6848031779","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6918803902","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G7581022229","display_name":null,"funder_award_id":"2106634/2106635","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8515454090","display_name":"Collaborative Research: CNS Core: Medium:HardLambda: A new FaaS Abstraction for Cross-Stack Resource Management in Disaggregated Datacenters","funder_award_id":"2106634","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8981335390","display_name":null,"funder_award_id":"DEAC02-06CH11357","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320316512","display_name":"Bpifrance","ror":"https://ror.org/008zkt807"},{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320338284","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402454662.pdf","grobid_xml":"https://content.openalex.org/works/W4402454662.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Edge":[0,39],"computing":[1,49],"provides":[2],"critical":[3],"resources":[4],"for":[5,28,86,115],"various":[6,45,158],"latencysensitive":[7],"applications,":[8],"including,":[9],"safety-critical":[10],"monitoring":[11],"systems":[12],"that":[13,43,131,187],"process":[14],"large":[15],"volumes":[16],"of":[17,90,119,157],"data":[18,54],"from":[19],"sensors":[20,46],"and":[21,30,47,51,67,70,82,99,124,160,169,185],"IoT":[22],"devices,":[23],"employing":[24],"machine":[25],"learning":[26],"pipelines":[27],"eective":[29],"reliable":[31],"analysis.Such":[32],"applications":[33,159],"are":[34,84],"deployed":[35],"on":[36,96,181,199],"specially":[37],"designed":[38],"Sensor":[40],"Nodes":[41],"(ESNs)":[42],"possess":[44],"limited":[48,65],"power":[50,63],"support":[52],"multiple":[53],"analysis":[55],"tasks.ESNs":[56],"encounter":[57],"unique":[58],"operational":[59],"challenges,":[60],"including":[61],"intermittent":[62],"supplies,":[64],"connectivity,":[66],"dynamic":[68,88],"application":[69,123,133,171,200],"resource":[71,77,111],"requirements,":[72,134],"which":[73],"complicate":[74],"runtime":[75],"management.Conventional":[76],"management":[78,112,172],"platforms":[79],"like":[80,142],"Kubernetes":[81],"KubeEdge":[83],"unsuitable":[85],"the":[87,116,154],"needs":[89],"ESNs":[91,120],"due":[92],"to":[93,121],"their":[94],"reliance":[95],"centralized":[97],"control":[98],"expected":[100],"stable":[101],"conditions.To":[102],"bridge":[103],"this":[104],"gap,":[105],"our":[106,188],"paper":[107],"introduces":[108],"a":[109,166,176],"data-driven":[110],"framework":[113],"tailored":[114],"autonomous":[117],"adaptation":[118],"diverse":[122],"infrastructure":[125,140],"requirements.We":[126],"propose":[127],"an":[128,182],"intent-based":[129],"mechanism":[130,145],"aligns":[132],"such":[135],"as":[136],"end-to-end":[137],"latency,":[138],"with":[139,196],"goals":[141],"utilization":[143],"levels.This":[144],"translates":[146],"high-level":[147],"intents":[148],"into":[149],"actionable":[150],"low-level":[151],"congurations,":[152],"balancing":[153],"competing":[155],"demands":[156],"resources,":[161],"thereby":[162],"guiding":[163],"us":[164],"toward":[165],"more":[167],"robust":[168],"ecient":[170],"system.We":[173],"have":[174],"implemented":[175],"prototype":[177],"system,":[178],"evaluated":[179],"it":[180],"experimental":[183],"testbed,":[184],"demonstrated":[186],"approach":[189],"performs":[190],"better":[191],"than":[192],"static-only":[193],"optimization":[194],"approaches":[195],"minimal":[197],"impact":[198],"performance.":[201]},"counts_by_year":[],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}