{"id":"https://openalex.org/W4389609661","doi":"https://doi.org/10.1145/3626720","title":"Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools","display_name":"Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools","publication_year":2023,"publication_date":"2023-12-08","ids":{"openalex":"https://openalex.org/W4389609661","doi":"https://doi.org/10.1145/3626720"},"language":"en","primary_location":{"id":"doi:10.1145/3626720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626720","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626720","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3626720","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002099464","display_name":"Matthew Perron","orcid":"https://orcid.org/0000-0002-2879-977X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Perron","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2879-977X","affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003690515","display_name":"Raul Castro Fernandez","orcid":"https://orcid.org/0000-0001-7675-6080"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raul Castro Fernandez","raw_affiliation_strings":["University of Chicago, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-7675-6080","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166","https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055300310","display_name":"David J. DeWitt","orcid":"https://orcid.org/0009-0007-5037-5205"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David DeWitt","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0009-0007-5037-5205","affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039133265","display_name":"Michael Cafarella","orcid":"https://orcid.org/0000-0001-6122-0590"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Cafarella","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6122-0590","affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037742794","display_name":"Samuel Madden","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samuel Madden","raw_affiliation_strings":["MIT CSAIL, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7470-3265","affiliations":[{"raw_affiliation_string":"MIT CSAIL, Cambridge, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1568,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90495359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"4","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9933000206947327,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9921000003814697,"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/provisioning","display_name":"Provisioning","score":0.8930522203445435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7914443016052246},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7563023567199707},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.7562599778175354},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7272129654884338},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7171900272369385},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5167783498764038},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5005662441253662},{"id":"https://openalex.org/keywords/total-cost-of-ownership","display_name":"Total cost of ownership","score":0.44825077056884766},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26093363761901855},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1877082884311676},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17293846607208252}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8930522203445435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914443016052246},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7563023567199707},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.7562599778175354},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7272129654884338},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7171900272369385},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5167783498764038},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5005662441253662},{"id":"https://openalex.org/C2778434605","wikidata":"https://www.wikidata.org/wiki/Q2445479","display_name":"Total cost of ownership","level":2,"score":0.44825077056884766},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26093363761901855},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1877082884311676},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17293846607208252},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3626720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626720","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626720","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/153297","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/153297","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/153297/1/3626720.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/JournalArticle"}],"best_oa_location":{"id":"doi:10.1145/3626720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626720","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3626720","source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389609661.pdf","grobid_xml":"https://content.openalex.org/works/W4389609661.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1967091776","https://openalex.org/W2430301697","https://openalex.org/W2542459869","https://openalex.org/W2798600397","https://openalex.org/W2809800674","https://openalex.org/W3029471531","https://openalex.org/W3031868945","https://openalex.org/W3086179797","https://openalex.org/W3101868768","https://openalex.org/W3116574454","https://openalex.org/W3197232753","https://openalex.org/W4220693924","https://openalex.org/W4255327858","https://openalex.org/W4281718197","https://openalex.org/W4308426343","https://openalex.org/W4381328860"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2049791239","https://openalex.org/W2135383661","https://openalex.org/W2799524990","https://openalex.org/W183365132"],"abstract_inverted_index":{"Analytical":[0],"query":[1,34,66,82,157,175],"workloads":[2],"are":[3],"prone":[4],"to":[5,14,48,54,77,114,120],"rapid":[6,96],"fluctuations":[7],"in":[8,163],"resource":[9,16],"demands.":[10],"These":[11],"rapid,":[12],"hard":[13],"predict":[15],"demand":[17,37,57],"changes":[18],"make":[19],"provisioning":[20,59],"a":[21,103,138,144,177],"challenge.":[22],"Users":[23],"must":[24],"either":[25],"over":[26,143],"provision":[27],"at":[28,73],"excessive":[29],"cost":[30,86,131,142,173,184],"or":[31],"suffer":[32],"poor":[33],"latency":[35],"when":[36],"spikes.":[38],"Prior":[39],"work":[40],"shows":[41],"the":[42,50,55,85,92,122,130,183],"viability":[43],"of":[44,52,62,88,124,133,147,180,188],"using":[45],"cloud":[46,89],"functions":[47,90],"match":[49],"supply":[51],"compute":[53,152],"workload":[56],"without":[58,126],"resources":[60,111],"ahead":[61],"time.":[63],"For":[64],"low":[65],"volumes,":[67],"this":[68,99],"approach":[69],"is":[70],"less":[71],"costly":[72],"reasonable":[74],"performance":[75,171,186],"compared":[76],"provisioned":[78,134],"systems,":[79],"but":[80,109,116],"as":[81],"volumes":[83],"increase":[84],"overhead":[87],"outweighs":[91],"benefit":[93,123],"gained":[94],"by":[95],"elasticity.":[97],"In":[98],"work,":[100],"we":[101],"propose":[102],"novel":[104],"strategy":[105],"combining":[106],"rapidly":[107],"scalable":[108],"expensive":[110],"with":[112],"slow":[113],"start":[115],"inexpensive":[117],"virtual":[118],"machines":[119],"gain":[121],"elasticity":[125],"losing":[127],"out":[128],"on":[129],"savings":[132],"resources.":[135],"We":[136,159],"demonstrate":[137,166],"technique":[139],"that":[140,167],"minimizes":[141],"wide":[145,178],"range":[146,179],"workloads,":[148,181],"environmental":[149],"conditions,":[150],"and":[151,165,172,185],"costs":[153],"while":[154],"providing":[155],"stable":[156],"performance.":[158],"implement":[160],"these":[161],"ideas":[162],"Cackle":[164],"it":[168],"achieves":[169],"similar":[170],"per":[174],"across":[176],"avoiding":[182],"cliffs":[187],"alternative":[189],"approaches.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
