{"id":"https://openalex.org/W3215578141","doi":"https://doi.org/10.1109/tsc.2021.3129897","title":"START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks","display_name":"START: Straggler Prediction and Mitigation for Cloud Computing Environments using Encoder LSTM Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3215578141","doi":"https://doi.org/10.1109/tsc.2021.3129897","mag":"3215578141"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2021.3129897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3129897","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2111.10241","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024179661","display_name":"Shreshth Tuli","orcid":"https://orcid.org/0000-0003-2960-1128"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shreshth Tuli","raw_affiliation_strings":["Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: s.tuli20@imperial.ac.uk)","[Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: s.tuli20@imperial.ac.uk)]"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: s.tuli20@imperial.ac.uk)","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"[Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: s.tuli20@imperial.ac.uk)]","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090188734","display_name":"Sukhpal Singh Gill","orcid":"https://orcid.org/0000-0002-3913-0369"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sukhpal Singh Gill","raw_affiliation_strings":["EECS, Queen Mary University of London, 4617 London, London, United Kingdom of Great Britain and Northern Ireland, E1 4NS (e-mail: s.s.gill@qmul.ac.uk)","[EECS, Queen Mary University of London, 4617 London, London, United Kingdom of Great Britain and Northern Ireland, E1 4NS (e-mail: s.s.gill@qmul.ac.uk)]"],"affiliations":[{"raw_affiliation_string":"EECS, Queen Mary University of London, 4617 London, London, United Kingdom of Great Britain and Northern Ireland, E1 4NS (e-mail: s.s.gill@qmul.ac.uk)","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"[EECS, Queen Mary University of London, 4617 London, London, United Kingdom of Great Britain and Northern Ireland, E1 4NS (e-mail: s.s.gill@qmul.ac.uk)]","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070708687","display_name":"Peter Garraghan","orcid":"https://orcid.org/0000-0002-7103-2515"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Garraghan","raw_affiliation_strings":["School of Computing & Communications, Lancaster University, 4396 Lancaster, Lancashire, United Kingdom of Great Britain and Northern Ireland, LA1 4YW (e-mail: P.Garraghan@lancaster.ac.uk)"],"affiliations":[{"raw_affiliation_string":"School of Computing & Communications, Lancaster University, 4396 Lancaster, Lancashire, United Kingdom of Great Britain and Northern Ireland, LA1 4YW (e-mail: P.Garraghan@lancaster.ac.uk)","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014716105","display_name":"Rajkumar Buyya","orcid":"https://orcid.org/0000-0001-9754-6496"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajkumar Buyya","raw_affiliation_strings":["CSSE, The University of Melbourne, 2281 Melbourne, Victoria, Australia, (e-mail: rbuyya@unimelb.edu.au)","[CSSE, The University of Melbourne, 2281 Melbourne, Victoria, Australia, (e-mail: rbuyya@unimelb.edu.au)]"],"affiliations":[{"raw_affiliation_string":"CSSE, The University of Melbourne, 2281 Melbourne, Victoria, Australia, (e-mail: rbuyya@unimelb.edu.au)","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"[CSSE, The University of Melbourne, 2281 Melbourne, Victoria, Australia, (e-mail: rbuyya@unimelb.edu.au)]","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045967404","display_name":"Giuliano Casale","orcid":"https://orcid.org/0000-0003-4548-7951"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuliano Casale","raw_affiliation_strings":["Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: g.casale@imperial.ac.uk)","[Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: g.casale@imperial.ac.uk)]"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: g.casale@imperial.ac.uk)","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"[Department of Computing, Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: g.casale@imperial.ac.uk)]","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036583884","display_name":"Nicholas R. Jennings","orcid":"https://orcid.org/0000-0003-0166-248X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nick Jennings","raw_affiliation_strings":["Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: n.jennings@imperial.ac.uk)","[Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: n.jennings@imperial.ac.uk)]"],"affiliations":[{"raw_affiliation_string":"Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: n.jennings@imperial.ac.uk)","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"[Imperial College London, 4615 London, London, United Kingdom of Great Britain and Northern Ireland, (e-mail: n.jennings@imperial.ac.uk)]","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024179661"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.2844,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65901034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9990000128746033,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9922999739646912,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8580166101455688},{"id":"https://openalex.org/keywords/cloudsim","display_name":"CloudSim","score":0.7000172138214111},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6069952249526978},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.570587694644928},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5399941802024841},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5060872435569763},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4915235936641693},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4741227924823761},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4322492182254791},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3948279023170471},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3210112452507019},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1803133487701416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8580166101455688},{"id":"https://openalex.org/C2779907789","wikidata":"https://www.wikidata.org/wiki/Q22095616","display_name":"CloudSim","level":3,"score":0.7000172138214111},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6069952249526978},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.570587694644928},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5399941802024841},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5060872435569763},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4915235936641693},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4741227924823761},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4322492182254791},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3948279023170471},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3210112452507019},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1803133487701416},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tsc.2021.3129897","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2021.3129897","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2111.10241","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.10241","pdf_url":"https://arxiv.org/pdf/2111.10241","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:eprints.lancs.ac.uk:162587","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.lancs.ac.uk/id/eprint/162587/1/TSC_START_accepted_.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"mag:3215578141","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2111.10241.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/75438","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/75438","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/93105","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/93105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"627","raw_type":"Journal Article"},{"id":"doi:10.48550/arxiv.2111.10241","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2111.10241","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2111.10241","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.10241","pdf_url":"https://arxiv.org/pdf/2111.10241","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G6080189108","display_name":"Pin the Tail: Understanding Straggler Manifestation in Internet-based Distributed Systems","funder_award_id":"EP/P031617/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6493013084","display_name":null,"funder_award_id":"EP/P031617/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8719353587","display_name":null,"funder_award_id":"EP/P0","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1014035527","https://openalex.org/W1497601926","https://openalex.org/W1568832590","https://openalex.org/W1750643891","https://openalex.org/W1861377444","https://openalex.org/W1903497807","https://openalex.org/W2021112138","https://openalex.org/W2025852542","https://openalex.org/W2034609836","https://openalex.org/W2045287414","https://openalex.org/W2060813296","https://openalex.org/W2063221496","https://openalex.org/W2088692353","https://openalex.org/W2091532065","https://openalex.org/W2101124960","https://openalex.org/W2116261113","https://openalex.org/W2131975293","https://openalex.org/W2141563029","https://openalex.org/W2189470351","https://openalex.org/W2202293371","https://openalex.org/W2346267095","https://openalex.org/W2401869034","https://openalex.org/W2509868002","https://openalex.org/W2521533145","https://openalex.org/W2608354815","https://openalex.org/W2734387457","https://openalex.org/W2736427601","https://openalex.org/W2887912472","https://openalex.org/W2896963046","https://openalex.org/W2899771611","https://openalex.org/W2945310826","https://openalex.org/W2963152109","https://openalex.org/W2972751498","https://openalex.org/W2974110037","https://openalex.org/W2977470299","https://openalex.org/W2981670820","https://openalex.org/W2982519549","https://openalex.org/W2985020236","https://openalex.org/W2988366014","https://openalex.org/W2991210708","https://openalex.org/W2996361803","https://openalex.org/W3007795330","https://openalex.org/W3011678990","https://openalex.org/W3017017882","https://openalex.org/W3023838981","https://openalex.org/W3039280696","https://openalex.org/W3059506646","https://openalex.org/W3103273512","https://openalex.org/W3157527198","https://openalex.org/W3166244420","https://openalex.org/W4243552960","https://openalex.org/W6626437979","https://openalex.org/W6631190155","https://openalex.org/W6637859451","https://openalex.org/W6639193275","https://openalex.org/W6639528875","https://openalex.org/W6679815717","https://openalex.org/W6698844836","https://openalex.org/W6756040250","https://openalex.org/W6948311120"],"related_works":[],"abstract_inverted_index":{"A":[0],"common":[1],"performance":[2],"problem":[3],"in":[4,169],"large-scale":[5],"cloud":[6],"systems":[7],"is":[8,34,94],"dealing":[9],"with":[10,161],"straggler":[11,39,66,135],"tasks":[12,25,99,115],"that":[13,44,57,93,176],"are":[14],"slow":[15],"running":[16],"instances":[17],"which":[18,68,98],"increase":[19],"the":[20,27,31,49,139,152,194],"overall":[21],"response":[22,110],"time.":[23],"Such":[24],"impact":[26],"system's":[28],"QoS":[29,172],"and":[30,41,62,89,103,116,121,132,143,158,167,184],"SLA.":[32,50],"There":[33],"a":[35,86],"need":[36],"for":[37],"automatic":[38],"detection":[40,61],"mitigation":[42,64],"mechanisms":[43],"execute":[45],"jobs":[46],"without":[47,146],"violating":[48],"Prior":[51],"work":[52],"typically":[53],"builds":[54],"reactive":[55],"models":[56],"focus":[58],"first":[59],"on":[60,119],"then":[63],"of":[65,171],"tasks,":[67],"leads":[69],"to":[70,96,107,130,155,193],"delays.":[71],"Other":[72],"works":[73],"use":[74,151],"prediction":[75],"based":[76,118],"proactive":[77],"mechanisms,":[78],"but":[79],"ignore":[80],"volatile":[81],"task":[82],"characteristics.":[83],"We":[84],"propose":[85],"Straggler":[87],"Prediction":[88],"Mitigation":[90],"Technique":[91],"(START)":[92],"able":[95],"predict":[97,131],"might":[100],"be":[101],"stragglers":[102],"dynamically":[104],"adapt":[105],"scheduling":[106],"achieve":[108],"lower":[109],"times.":[111],"START":[112,157,177],"analyzes":[113],"all":[114],"hosts":[117],"compute":[120],"network":[122,129],"resource":[123,181],"consumption":[124],"using":[125],"an":[126],"Encoder":[127],"LSTM":[128],"mitigate":[133],"expected":[134],"tasks.":[136],"This":[137],"reduces":[138,178],"SLA":[140,185],"violation":[141],"rate":[142],"execution":[144,179],"time":[145],"compromising":[147],"QoS.":[148],"Specifically,":[149],"we":[150],"CloudSim":[153],"toolkit":[154],"simulate":[156],"compare":[159],"it":[160],"IGRU-SD,":[162],"SGC,":[163],"Dolly,":[164],"GRASS,":[165],"NearestFit":[166],"Wrangler":[168],"terms":[170],"parameters.":[173],"Experiments":[174],"show":[175],"time,":[180],"contention,":[182],"energy":[183],"violations":[186],"by":[187],"13%,":[188],"11%,":[189],"16%,":[190],"19%,":[191],"compared":[192],"state-of-the-art.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-07-25T00:00:00"}