{"id":"https://openalex.org/W4388041042","doi":"https://doi.org/10.1145/3620678.3624667","title":"TMC","display_name":"TMC","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388041042","doi":"https://doi.org/10.1145/3620678.3624667"},"language":"en","primary_location":{"id":"doi:10.1145/3620678.3624667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3620678.3624667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3620678.3624667","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 2023 ACM Symposium on Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3620678.3624667","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084044495","display_name":"Yuanjiang Ni","orcid":"https://orcid.org/0009-0001-7384-9537"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]},{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuanjiang Ni","raw_affiliation_strings":["Alibaba Group, USA and UC Santa Cruz"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, USA and UC Santa Cruz","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023406554","display_name":"Pankaj Mehra","orcid":"https://orcid.org/0009-0003-3188-243X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pankaj Mehra","raw_affiliation_strings":["Elephance Memory, Inc., USA"],"affiliations":[{"raw_affiliation_string":"Elephance Memory, Inc., USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026954004","display_name":"Ethan L. Miller","orcid":"https://orcid.org/0000-0003-2994-9060"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]},{"id":"https://openalex.org/I4210158349","display_name":"Pure Storage (United States)","ror":"https://ror.org/058x40223","country_code":"US","type":"company","lineage":["https://openalex.org/I4210158349"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ethan Miller","raw_affiliation_strings":["UC Santa Cruz, Pure Storage, USA"],"affiliations":[{"raw_affiliation_string":"UC Santa Cruz, Pure Storage, USA","institution_ids":["https://openalex.org/I4210158349","https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002126571","display_name":"Heiner Litz","orcid":"https://orcid.org/0000-0001-5181-9639"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heiner Litz","raw_affiliation_strings":["UC Santa Cruz, USA"],"affiliations":[{"raw_affiliation_string":"UC Santa Cruz, USA","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084044495"],"corresponding_institution_ids":["https://openalex.org/I185103710","https://openalex.org/I4210095624"],"apc_list":null,"apc_paid":null,"fwci":2.265,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90676253,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"376","last_page":"393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.996999979019165,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134269118309021},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7603623270988464},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6719363927841187},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5765303373336792},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5669368505477905},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.49921584129333496},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.49863457679748535},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.4152413010597229},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.26712745428085327},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16593626141548157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0971115231513977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134269118309021},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7603623270988464},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6719363927841187},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5765303373336792},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5669368505477905},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.49921584129333496},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.49863457679748535},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.4152413010597229},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.26712745428085327},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16593626141548157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0971115231513977},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3620678.3624667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3620678.3624667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3620678.3624667","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 2023 ACM Symposium on Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3620678.3624667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3620678.3624667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3620678.3624667","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 2023 ACM Symposium on Cloud Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G5981242227","display_name":null,"funder_award_id":"1942754","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8283352376","display_name":null,"funder_award_id":"1841545","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388041042.pdf","grobid_xml":"https://content.openalex.org/works/W4388041042.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1906219896","https://openalex.org/W1982063824","https://openalex.org/W1985229168","https://openalex.org/W2013626513","https://openalex.org/W2019776007","https://openalex.org/W2036895660","https://openalex.org/W2065308442","https://openalex.org/W2070192642","https://openalex.org/W2077583081","https://openalex.org/W2078416171","https://openalex.org/W2096125134","https://openalex.org/W2120422789","https://openalex.org/W2141992894","https://openalex.org/W2143773524","https://openalex.org/W2143835304","https://openalex.org/W2157777898","https://openalex.org/W2161047342","https://openalex.org/W2290349115","https://openalex.org/W2333728936","https://openalex.org/W2340522713","https://openalex.org/W2515683461","https://openalex.org/W2604595776","https://openalex.org/W2611027062","https://openalex.org/W2704520707","https://openalex.org/W2757580917","https://openalex.org/W2764100055","https://openalex.org/W2792917140","https://openalex.org/W2794581605","https://openalex.org/W2796645376","https://openalex.org/W2930731691","https://openalex.org/W2933229475","https://openalex.org/W2934584470","https://openalex.org/W2951202371","https://openalex.org/W2953169926","https://openalex.org/W2953358830","https://openalex.org/W2964429929","https://openalex.org/W2980069051","https://openalex.org/W3012303953","https://openalex.org/W3021725346","https://openalex.org/W3081281994","https://openalex.org/W3158545849","https://openalex.org/W3162118826","https://openalex.org/W3206341493","https://openalex.org/W4214753036","https://openalex.org/W4252917185","https://openalex.org/W4253824360","https://openalex.org/W4254234063","https://openalex.org/W4327930415","https://openalex.org/W4327930439","https://openalex.org/W4386764935"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W2547038763","https://openalex.org/W2089689241","https://openalex.org/W2031586449"],"abstract_inverted_index":{"Main":[0],"memory":[1,21,32,41,184],"dominates":[2],"data":[3,9],"center":[4,10],"server":[5],"cost,":[6],"and":[7,19,63,90,125],"hence":[8],"operators":[11],"are":[12],"exploring":[13],"alternative":[14],"technologies":[15],"such":[16,36],"as":[17,37,174],"CXL-attached":[18],"persistent":[20],"to":[22,59,87,117,123,139,161,172,176],"improve":[23],"cost":[24,56,67,158],"without":[25],"jeopardizing":[26],"performance.":[27],"Introducing":[28],"multiple":[29],"tiers":[30],"of":[31,95],"introduces":[33],"new":[34,135],"challenges,":[35],"selecting":[38],"the":[39,91,156,164],"appropriate":[40],"configuration":[42],"for":[43,61,70,82],"a":[44,80,96,134,177],"given":[45],"workload":[46,88],"mix.":[47],"In":[48],"particular,":[49],"we":[50,77],"observe":[51],"that":[52,121,141,153,180],"inefficient":[53],"configurations":[54,85,143],"increase":[55],"by":[57,68,159,170],"up":[58,160,171],"2.6\u00d7":[60],"clients,":[62],"resource":[64,93,148,168],"stranding":[65],"increases":[66],"2.2\u00d7":[69],"cloud":[71,84],"operators.":[72],"To":[73],"address":[74],"this":[75],"challenge,":[76],"introduce":[78],"TMC,":[79],"system":[81],"recommending":[83],"according":[86],"characteristics":[89],"dynamic":[92],"utilization":[94,169],"cluster.":[97],"Whereas":[98],"prior":[99],"work":[100],"utilized":[101],"extensive":[102],"simulation":[103],"or":[104],"costly":[105],"machine":[106],"learning":[107],"techniques,":[108],"incurring":[109],"significant":[110],"search":[111,157],"costs,":[112],"our":[113],"approach":[114],"profiles":[115],"applications":[116],"reveal":[118],"internal":[119],"properties":[120],"lead":[122],"fast":[124],"accurate":[126],"performance":[127],"estimations.":[128],"Our":[129,150],"novel":[130],"configuration-selection":[131],"algorithm":[132],"incorporates":[133],"heuristic,":[136],"packing":[137],"penalty,":[138],"ensure":[140],"recommended":[142],"will":[144],"also":[145],"achieve":[146],"good":[147],"efficiency.":[149],"experiments":[151],"demonstrate":[152],"TMC":[154],"reduces":[155],"4\u00d7":[162],"over":[163],"state-of-the-art,":[165],"while":[166],"improving":[167],"17%":[173],"compared":[175],"naive":[178],"policy":[179],"requests":[181],"optimal":[182],"tiered":[183],"allocations":[185],"in":[186],"isolation.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2023-11-01T00:00:00"}