{"id":"https://openalex.org/W2907606578","doi":"https://doi.org/10.1109/tpds.2018.2889851","title":"<i>AutoBoT</i>: Resilient and Cost-Effective Scheduling of a Bag of Tasks on Spot VMs","display_name":"<i>AutoBoT</i>: Resilient and Cost-Effective Scheduling of a Bag of Tasks on Spot VMs","publication_year":2018,"publication_date":"2018-12-27","ids":{"openalex":"https://openalex.org/W2907606578","doi":"https://doi.org/10.1109/tpds.2018.2889851","mag":"2907606578"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2018.2889851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2018.2889851","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5066379715","display_name":"Prateeksha Varshney","orcid":"https://orcid.org/0000-0002-7265-4244"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Prateeksha Varshney","raw_affiliation_strings":["Advanced Technology Group, NetApp Inc, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Advanced Technology Group, NetApp Inc, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041794289","display_name":"Yogesh Simmhan","orcid":"https://orcid.org/0000-0003-4140-7774"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yogesh Simmhan","raw_affiliation_strings":["Department of Computational and Data Sciences, Indian Institute of Science (IISc), Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Department of Computational and Data Sciences, Indian Institute of Science (IISc), Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066379715"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8903,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.96580489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"30","issue":"7","first_page":"1512","last_page":"1527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","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/T11181","display_name":"Advanced Data Storage Technologies","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/computer-science","display_name":"Computer science","score":0.8583554625511169},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7279924154281616},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.6783491969108582},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5878127813339233},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5857853293418884},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5190309286117554},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5106037259101868},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.42690643668174744},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3832079768180847},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.13505440950393677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8583554625511169},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7279924154281616},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6783491969108582},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5878127813339233},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5857853293418884},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5190309286117554},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5106037259101868},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.42690643668174744},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3832079768180847},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.13505440950393677},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2018.2889851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2018.2889851","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W648339772","https://openalex.org/W1463932917","https://openalex.org/W1528222041","https://openalex.org/W1542558562","https://openalex.org/W1904921593","https://openalex.org/W1968700631","https://openalex.org/W1971471618","https://openalex.org/W1987325243","https://openalex.org/W1987659801","https://openalex.org/W2008793665","https://openalex.org/W2014034914","https://openalex.org/W2015013785","https://openalex.org/W2020278075","https://openalex.org/W2031092627","https://openalex.org/W2032728524","https://openalex.org/W2033790833","https://openalex.org/W2038585497","https://openalex.org/W2051830278","https://openalex.org/W2055043387","https://openalex.org/W2055701346","https://openalex.org/W2061099358","https://openalex.org/W2061849602","https://openalex.org/W2067439467","https://openalex.org/W2072362295","https://openalex.org/W2088983345","https://openalex.org/W2098812784","https://openalex.org/W2099393515","https://openalex.org/W2105159666","https://openalex.org/W2111224333","https://openalex.org/W2119772483","https://openalex.org/W2125262761","https://openalex.org/W2126624880","https://openalex.org/W2129542763","https://openalex.org/W2148130978","https://openalex.org/W2154354870","https://openalex.org/W2156252747","https://openalex.org/W2163173102","https://openalex.org/W2167475563","https://openalex.org/W2171111925","https://openalex.org/W2497397825","https://openalex.org/W2580320764","https://openalex.org/W2605643718","https://openalex.org/W2614341258","https://openalex.org/W2621069494","https://openalex.org/W2774518942","https://openalex.org/W2775270516","https://openalex.org/W3105002980","https://openalex.org/W4236236547","https://openalex.org/W4251797957","https://openalex.org/W6628479705","https://openalex.org/W6631723409","https://openalex.org/W6675022892"],"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/W2547038763","https://openalex.org/W572531444","https://openalex.org/W2921575628","https://openalex.org/W2560068097","https://openalex.org/W2174174426"],"abstract_inverted_index":{"Many":[0],"data":[1,129,144],"and":[2,15,24,76,96,101,122,152,160],"task":[3,98],"parallel":[4],"applications":[5],"can":[6],"be":[7],"modeled":[8],"as":[9,21],"a":[10,29,51,118,188],"Bag":[11],"of":[12,31,92,106,125,141],"Tasks":[13],"(BoT),":[14],"scheduled":[16],"on":[17,39,89,97],"distributed":[18],"systems":[19],"such":[20],"Grids,":[22],"Clusters,":[23],"Clouds.":[25,55],"We":[26,137],"propose":[27],"AutoBoT,":[28],"collection":[30],"scheduling":[32],"strategies":[33],"for":[34,54],"BoTs":[35],"with":[36],"hard":[37],"deadlines":[38],"Cloud":[40,120],"Virtual":[41],"Machines":[42],"(VMs),":[43],"to":[44,94,130,166],"lower":[45],"the":[46,113,139],"overall":[47],"monetary":[48],"cost":[49],"-":[50],"distinctive":[52],"factor":[53],"Besides":[56],"reliable":[57],"fixed-price":[58,169],"VMs,":[59],"AutoBoT":[60,132,155],"uniquely":[61],"reduces":[62],"costs":[63],"by":[64,84],"including":[65],"preemptible":[66],"spot-priced":[67,184],"VMs":[68,93,185],"that":[69],"are":[70,74],"much":[71],"cheaper,":[72],"but":[73,162],"unreliable":[75],"have":[77],"time-variant":[78],"pricing.":[79],"It":[80],"guarantees":[81],"timely":[82],"completion":[83,175],"making":[85],"active":[86],"runtime":[87],"decisions":[88],"pricing,":[90],"number":[91],"acquire/release,":[95],"placement,":[99],"checkpointing":[100,153],"migration.":[102],"Our":[103],"rigorous":[104],"simulations":[105],"7":[107],"Million":[108],"BoT":[109,142],"runs":[110],"sampled":[111],"from":[112],"Google":[114],"cluster":[115],"workload":[116],"uses":[117],"realistic":[119],"model":[121],"6":[123],"months":[124],"Amazon":[126],"EC2":[127],"pricing":[128],"compare":[131],"against":[133],"two":[134],"baseline":[135],"algorithms.":[136],"analyze":[138],"impact":[140],"size,":[143],"centers,":[145],"time":[146],"periods,":[147],"deadline":[148],"duration,":[149],"loss":[150],"budget":[151],"strategies.":[154],"often":[156],"gives":[157],"X80%":[158],"profit":[159],"rare":[161],"bounded":[163],"losses,":[164],"compared":[165],"using":[167,182],"only":[168,183],"VMs.":[170],"Further,":[171],"its":[172],"100":[173],"percent":[174,179],"guarantee":[176],"is":[177],"23-42":[178],"better":[180],"than":[181],"which":[186],"offer":[187],"similar":[189],"profit.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
