{"id":"https://openalex.org/W4402046250","doi":"https://doi.org/10.1145/3625549.3660508","title":"Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures","display_name":"Tutorial on Variational Quantum Algorithms for Resource Management in Cloud/Edge Architectures","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4402046250","doi":"https://doi.org/10.1145/3625549.3660508"},"language":"en","primary_location":{"id":"doi:10.1145/3625549.3660508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625549.3660508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3625549.3660508","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082766647","display_name":"Carlo Mastroianni","orcid":"https://orcid.org/0000-0001-6269-4931"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlo Mastroianni","raw_affiliation_strings":["ICAR-CNR, Rende (CS), CS, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6269-4931","affiliations":[{"raw_affiliation_string":"ICAR-CNR, Rende (CS), CS, Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071906892","display_name":"Andrea Vinci","orcid":"https://orcid.org/0000-0002-1011-1885"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Vinci","raw_affiliation_strings":["ICAR-CNR, Rende (CS), Italy"],"raw_orcid":"https://orcid.org/0000-0002-1011-1885","affiliations":[{"raw_affiliation_string":"ICAR-CNR, Rende (CS), Italy","institution_ids":["https://openalex.org/I3005160176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"350","last_page":"351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9986000061035156,"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/T11478","display_name":"Caching and Content Delivery","score":0.9918000102043152,"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/cloud-computing","display_name":"Cloud computing","score":0.6803937554359436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6393506526947021},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5107038617134094},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.45130786299705505},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43061283230781555},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4181550145149231},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40965917706489563},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3594168424606323},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33232396841049194},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14931491017341614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14598530530929565},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11002755165100098},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.09044218063354492},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07396358251571655}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6803937554359436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6393506526947021},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5107038617134094},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.45130786299705505},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43061283230781555},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4181550145149231},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40965917706489563},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3594168424606323},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33232396841049194},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14931491017341614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14598530530929565},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11002755165100098},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09044218063354492},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07396358251571655}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3625549.3660508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625549.3660508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3625549.3660508","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3625549.3660508","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2743140542","https://openalex.org/W2931168649","https://openalex.org/W3111162498","https://openalex.org/W4380607256","https://openalex.org/W4385585307"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"This":[0],"tutorial":[1,68],"offers":[2],"a":[3,57,85,88],"practical":[4],"introduction":[5],"to":[6,16,93],"the":[7,64,67,71,79],"fascinating":[8],"world":[9],"of":[10,60,76,84],"quantum":[11,38,49],"computation":[12],"and":[13,18,37,40,47,74,82],"its":[14],"application":[15],"optimization":[17],"machine":[19],"learning":[20],"problems.":[21],"The":[22],"participants":[23],"will":[24,69],"acquire":[25],"hands-on":[26],"experience":[27],"in":[28,41],"developing":[29],"hybrid":[30],"\"Variational":[31],"Quantum":[32],"Algorithms\",":[33],"which":[34],"combine":[35],"classical":[36],"computation,":[39],"running":[42],"them":[43],"both":[44],"on":[45,78],"simulators":[46],"real":[48],"hardware":[50],"provided":[51],"by":[52],"leading":[53],"ICT":[54],"companies.":[55],"As":[56],"concrete":[58],"use-case,":[59],"specific":[61],"interest":[62],"for":[63],"HPDC":[65],"community,":[66],"discuss":[70],"optimal":[72],"assignment":[73],"scheduling":[75],"resources":[77],"different":[80],"nodes":[81],"layers":[83],"Cloud/Edge":[86],"architecture,":[87],"problem":[89],"that":[90],"is":[91],"known":[92],"have":[94],"NP-hard":[95],"complexity.":[96]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}