{"id":"https://openalex.org/W2013936649","doi":"https://doi.org/10.1145/1807128.1807166","title":"Characterizing, modeling, and generating workload spikes for stateful services","display_name":"Characterizing, modeling, and generating workload spikes for stateful services","publication_year":2010,"publication_date":"2010-06-10","ids":{"openalex":"https://openalex.org/W2013936649","doi":"https://doi.org/10.1145/1807128.1807166","mag":"2013936649"},"language":"en","primary_location":{"id":"doi:10.1145/1807128.1807166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1807128.1807166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM symposium on Cloud computing","raw_type":"proceedings-article"},"type":"article","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/A5044047156","display_name":"Peter Bod\u00edk","orcid":null},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Bodik","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088855767","display_name":"Armando Fox","orcid":"https://orcid.org/0000-0002-6096-4931"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armando Fox","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102019638","display_name":"Michael J. Franklin","orcid":"https://orcid.org/0000-0003-3332-8574"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. Franklin","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049812527","display_name":"Michael I. Jordan","orcid":"https://orcid.org/0000-0001-8935-817X"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael I. Jordan","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077202069","display_name":"David A. Patterson","orcid":"https://orcid.org/0000-0003-0902-7093"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David A. Patterson","raw_affiliation_strings":["UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":26.4726,"has_fulltext":false,"cited_by_count":208,"citation_normalized_percentile":{"value":0.99739816,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"241","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9979000091552734,"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/stateful-firewall","display_name":"Stateful firewall","score":0.9836022853851318},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8496900796890259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8192521333694458},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6200054883956909},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5219594836235046},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.492559015750885},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41900914907455444},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2656859755516052},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25940626859664917},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19359451532363892}],"concepts":[{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.9836022853851318},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8496900796890259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192521333694458},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6200054883956909},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5219594836235046},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.492559015750885},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41900914907455444},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2656859755516052},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25940626859664917},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19359451532363892},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1807128.1807166","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1807128.1807166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM symposium on Cloud computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.188.9926","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.188.9926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.berkeley.edu/%7Efranklin/Papers/socc10bodik.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W263845233","https://openalex.org/W1884008352","https://openalex.org/W1985382559","https://openalex.org/W1986166139","https://openalex.org/W2015757551","https://openalex.org/W2026678760","https://openalex.org/W2087309226","https://openalex.org/W2113278923","https://openalex.org/W2127768834","https://openalex.org/W2131126403","https://openalex.org/W2131629857","https://openalex.org/W2133985894","https://openalex.org/W2134549628","https://openalex.org/W2138543759","https://openalex.org/W2153704625","https://openalex.org/W2157578436","https://openalex.org/W2163750144","https://openalex.org/W2963511602","https://openalex.org/W4239907410","https://openalex.org/W6609746230"],"related_works":["https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W1970797462","https://openalex.org/W109977192","https://openalex.org/W2566747981","https://openalex.org/W4312120139","https://openalex.org/W2342453732","https://openalex.org/W2809541058","https://openalex.org/W2547038763"],"abstract_inverted_index":{"Evaluating":[0],"the":[1],"resiliency":[2],"of":[3,45,82],"stateful":[4,46,83],"Internet":[5],"services":[6],"to":[7,23,29,88,106],"significant":[8],"workload":[9,16,32,54],"spikes":[10,57,84,93],"and":[11,34,43,55,58,73,78,91,94,104],"data":[12,56,92],"hotspots":[13],"requires":[14],"realistic":[15],"traces":[17],"that":[18,60,85],"are":[19],"usually":[20],"very":[21],"difficult":[22],"obtain.":[24],"A":[25],"popular":[26],"approach":[27],"is":[28],"create":[30],"a":[31,80],"model":[33,44,81],"generate":[35],"synthetic":[36],"workload,":[37],"however,":[38],"there":[39],"exists":[40],"no":[41],"characterization":[42],"spikes.":[47],"In":[48],"this":[49],"paper":[50],"we":[51],"analyze":[52],"five":[53],"find":[59],"they":[61],"vary":[62],"significantly":[63],"in":[64],"many":[65],"important":[66],"aspects":[67],"such":[68],"as":[69],"steepness,":[70],"magnitude,":[71],"duration,":[72],"spatial":[74],"locality.":[75],"We":[76],"propose":[77],"validate":[79],"allows":[86],"us":[87],"synthesize":[89],"volume":[90],"could":[95],"thus":[96],"be":[97],"used":[98],"by":[99],"both":[100],"cloud":[101],"computing":[102],"users":[103],"providers":[105],"stress-test":[107],"their":[108],"infrastructure.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":21},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":31},{"year":2012,"cited_by_count":23}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
