{"id":"https://openalex.org/W2473777811","doi":"https://doi.org/10.1109/tpds.2016.2582160","title":"Load Balancing at the Edge of Chaos: How Self-Organized Criticality Can Lead to Energy-Efficient Computing","display_name":"Load Balancing at the Edge of Chaos: How Self-Organized Criticality Can Lead to Energy-Efficient Computing","publication_year":2016,"publication_date":"2016-06-20","ids":{"openalex":"https://openalex.org/W2473777811","doi":"https://doi.org/10.1109/tpds.2016.2582160","mag":"2473777811"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2016.2582160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2582160","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-01960412","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010197781","display_name":"Juan Lu\u00eds Jim\u00e9nez Laredo","orcid":"https://orcid.org/0000-0002-9416-2005"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Juan Luis Jimenez Laredo","raw_affiliation_strings":["Normandie Univ, LITIS, Le Havre, France"],"affiliations":[{"raw_affiliation_string":"Normandie Univ, LITIS, Le Havre, France","institution_ids":["https://openalex.org/I4210105918","https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004171024","display_name":"Fr\u00e9d\u00e9ric Guinand","orcid":"https://orcid.org/0000-0002-7915-2781"},"institutions":[{"id":"https://openalex.org/I69984877","display_name":"Cardinal Stefan Wyszy\u0144ski University in Warsaw","ror":"https://ror.org/05sdyjv16","country_code":"PL","type":"education","lineage":["https://openalex.org/I69984877"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR","PL"],"is_corresponding":false,"raw_author_name":"Frederic Guinand","raw_affiliation_strings":["Cardinal Stefan Wyszy\u0144ski University in Warsaw, Warsaw, Poland","Normandie Univ, UNIHAVRE, UNIROUEN, INSA Rouen, LITIS, Le Havre, France"],"affiliations":[{"raw_affiliation_string":"Cardinal Stefan Wyszy\u0144ski University in Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I69984877"]},{"raw_affiliation_string":"Normandie Univ, UNIHAVRE, UNIROUEN, INSA Rouen, LITIS, Le Havre, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118","https://openalex.org/I88814501","https://openalex.org/I4210105918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106085582","display_name":"Damien Olivier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Olivier","raw_affiliation_strings":["Normandie Univ, LITIS, Le Havre, France"],"affiliations":[{"raw_affiliation_string":"Normandie Univ, LITIS, Le Havre, France","institution_ids":["https://openalex.org/I4210105918","https://openalex.org/I4210108118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058311932","display_name":"Pascal Bouvry","orcid":"https://orcid.org/0000-0001-9338-2834"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Pascal Bouvry","raw_affiliation_strings":["CSC/SnT, University of Luxembourg, Luxembourg City, Luxembourg"],"affiliations":[{"raw_affiliation_string":"CSC/SnT, University of Luxembourg, Luxembourg City, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010197781"],"corresponding_institution_ids":["https://openalex.org/I4210105918","https://openalex.org/I4210108118"],"apc_list":null,"apc_paid":null,"fwci":3.4847,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93055128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"28","issue":"2","first_page":"517","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12162","display_name":"Cellular Automata and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8093326687812805},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6143002510070801},{"id":"https://openalex.org/keywords/criticality","display_name":"Criticality","score":0.5129410624504089},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.475698322057724},{"id":"https://openalex.org/keywords/edge-of-chaos","display_name":"Edge of chaos","score":0.4429943859577179},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.42422258853912354},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.4216569662094116},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.171161949634552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8093326687812805},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6143002510070801},{"id":"https://openalex.org/C125611927","wikidata":"https://www.wikidata.org/wiki/Q17008131","display_name":"Criticality","level":2,"score":0.5129410624504089},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.475698322057724},{"id":"https://openalex.org/C2780713532","wikidata":"https://www.wikidata.org/wiki/Q93158","display_name":"Edge of chaos","level":2,"score":0.4429943859577179},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.42422258853912354},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.4216569662094116},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.171161949634552},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","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},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tpds.2016.2582160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2016.2582160","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"},{"id":"pmh:oai:HAL:hal-01958958v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-01958958","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1045-9219","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-01960412v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01960412","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems, 2017, 28 (2), pp.517-529. &#x27E8;10.1109/TPDS.2016.2582160&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:orbilu.uni.lu:10993/30183","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/30183","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems, 28, 517-529 (2017-01-01)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01960412v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01960412","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems, 2017, 28 (2), pp.517-529. &#x27E8;10.1109/TPDS.2016.2582160&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W100327610","https://openalex.org/W1510445203","https://openalex.org/W1601081659","https://openalex.org/W1947134534","https://openalex.org/W1965946067","https://openalex.org/W1966151890","https://openalex.org/W1978251712","https://openalex.org/W1978294017","https://openalex.org/W1997728251","https://openalex.org/W2001109406","https://openalex.org/W2011039300","https://openalex.org/W2015807589","https://openalex.org/W2015973314","https://openalex.org/W2020510671","https://openalex.org/W2024682935","https://openalex.org/W2050591253","https://openalex.org/W2072714915","https://openalex.org/W2075514521","https://openalex.org/W2098147619","https://openalex.org/W2101366119","https://openalex.org/W2102054105","https://openalex.org/W2108493163","https://openalex.org/W2109341366","https://openalex.org/W2122803078","https://openalex.org/W2130751117","https://openalex.org/W2131248390","https://openalex.org/W2134807578","https://openalex.org/W2148502679","https://openalex.org/W2149212714","https://openalex.org/W2177218873","https://openalex.org/W2207691754","https://openalex.org/W2487144912","https://openalex.org/W3003725138","https://openalex.org/W3216194616","https://openalex.org/W6630423996","https://openalex.org/W6675501571","https://openalex.org/W6679496851"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W2113544496","https://openalex.org/W3049714198","https://openalex.org/W2604648974","https://openalex.org/W3106986769","https://openalex.org/W2747164544","https://openalex.org/W4294630810","https://openalex.org/W4240235232","https://openalex.org/W2065813648","https://openalex.org/W1555991356"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"a":[3,21,27,57,60,90,134],"self-organized":[4,94],"critical":[5,28,135],"approach":[6],"for":[7],"dynamically":[8],"load-balancing":[9],"computational":[10],"workloads.":[11],"The":[12,125],"proposed":[13],"model":[14],"is":[15,83,189,198],"based":[16],"on":[17,46,168,172],"the":[18,31,47,54,78,112,119,122,131,138,142,148,152,162,173,176,181,191,196,202],"Bak-Tang-Wiesenfeld":[19],"sandpile:":[20],"cellular":[22],"automaton":[23],"that":[24,77,96,130,161,190],"works":[25],"in":[26,84,137,140],"regime":[29],"at":[30],"edge":[32],"of":[33,39,53,69,80,93,101,114,121,145,151,156,175,183,195,204],"chaos.":[34],"In":[35],"analogy":[36],"to":[37,179],"grains":[38],"sand,":[40],"tasks":[41,115,146],"arrive":[42],"and":[43,65,169],"pile":[44,58],"up":[45],"different":[48],"processing":[49,149,163],"elements":[50,164],"or":[51,118],"sites":[52],"system.":[55,153],"When":[56],"exceeds":[59],"certain":[61],"threshold,":[62],"it":[63],"collapses":[64],"initiates":[66],"an":[67,104],"avalanche":[68],"migrating":[70],"tasks,":[71],"i.e.,":[72],"producing":[73],"load-balancing.":[74],"We":[75],"show":[76],"frequency":[79],"such":[81,110],"avalanches":[82],"power-law":[85],"relation":[86],"with":[87],"their":[88],"sizes,":[89],"scale-invariant":[91],"fingerprint":[92],"criticality":[95],"emerges":[97],"without":[98,200],"any":[99],"tuning":[100],"parameters.":[102],"Such":[103],"emergent":[105],"pattern":[106],"has":[107,133],"organic":[108],"properties":[109],"as":[111,178],"self-organization":[113],"into":[116],"resources":[117],"self-optimization":[120],"computing":[123],"performance.":[124],"conducted":[126],"experimentation":[127],"also":[128],"reveals":[129],"system":[132,197],"attractor":[136],"point":[139],"which":[141],"arrival":[143],"rate":[144],"equals":[147],"power":[150],"Taking":[154],"advantage":[155],"this":[157],"fact,":[158],"we":[159],"hypothesize":[160],"can":[165],"be":[166],"turned":[167],"off":[170],"depending":[171],"state":[174],"workload":[177],"maximize":[180],"utilization":[182],"resources.":[184],"An":[185],"interesting":[186],"side":[187],"effect":[188],"overall":[192],"energy":[193],"consumption":[194],"minimized":[199],"compromising":[201],"quality":[203],"service.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-07-22T00:00:00"}
