{"id":"https://openalex.org/W2612282432","doi":"https://doi.org/10.5220/0006307100920101","title":"A LAHC-based Job Scheduling Strategy to Improve Big Data Processing in Geo-distributed Contexts","display_name":"A LAHC-based Job Scheduling Strategy to Improve Big Data Processing in Geo-distributed Contexts","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2612282432","doi":"https://doi.org/10.5220/0006307100920101","mag":"2612282432"},"language":"en","primary_location":{"id":"doi:10.5220/0006307100920101","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006307100920101","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the  2nd International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006307100920101","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036325519","display_name":"Marco Cavallo","orcid":"https://orcid.org/0000-0002-4784-0803"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Cavallo","raw_affiliation_strings":["University of Catania, Italy","Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089770971","display_name":"Giuseppe Modica","orcid":"https://orcid.org/0000-0002-0298-7828"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Di Modica","raw_affiliation_strings":["University of Catania, Italy","Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064379174","display_name":"Carmelo Polito","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmelo Polito","raw_affiliation_strings":["University of Catania, Italy","Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056164318","display_name":"Orazio Tomarchio","orcid":"https://orcid.org/0000-0003-4653-0480"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Orazio Tomarchio","raw_affiliation_strings":["University of Catania, Italy","Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Electrical, Electronic and Computer Engineering, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8788,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77075494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"92","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.8320000171661377,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.8320000171661377,"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":0.748218834400177},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5222052931785583},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5019035339355469},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.49595412611961365},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.475831538438797},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.19795513153076172},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1280323565006256},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.0924433171749115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07956281304359436}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.748218834400177},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5222052931785583},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5019035339355469},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.49595412611961365},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.475831538438797},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.19795513153076172},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1280323565006256},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0924433171749115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07956281304359436}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0006307100920101","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006307100920101","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the  2nd International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/729517","is_oa":false,"landing_page_url":"https://hdl.handle.net/11585/729517","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:zenodo.org:69862","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/69862","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.5220/0006307100920101","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006307100920101","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the  2nd International Conference on Internet of Things, Big Data and Security","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2072129576","https://openalex.org/W2084667297","https://openalex.org/W2086392024","https://openalex.org/W2112658241","https://openalex.org/W2119046642","https://openalex.org/W2148453719","https://openalex.org/W2329835557","https://openalex.org/W2356144191","https://openalex.org/W2411894725","https://openalex.org/W2515896452","https://openalex.org/W4230387433"],"related_works":["https://openalex.org/W1582214068","https://openalex.org/W44553394","https://openalex.org/W2172100609","https://openalex.org/W2112087557","https://openalex.org/W3174084021","https://openalex.org/W154997508","https://openalex.org/W1559381305","https://openalex.org/W4283696703","https://openalex.org/W1984090128","https://openalex.org/W381368390"],"abstract_inverted_index":{"The":[0],"wide":[1],"spread":[2],"adoption":[3],"of":[4,11,14,55,62,106,134],"IoT":[5],"technologies":[6],"has":[7,20],"resulted":[8],"in":[9,33,66,78,85,115],"generation":[10],"huge":[12],"amount":[13],"data,":[15],"or":[16],"Big":[17],"Data,":[18],"which":[19],"to":[21,30,51,74],"be":[22,75],"collected,":[23],"stored":[24],"and":[25,108],"processed":[26,76],"through":[27],"new":[28],"techniques":[29],"produce":[31],"value":[32],"the":[34,45,59,72,90,120,127,132,148],"best":[35],"possible":[36],"way.Distributed":[37],"computing":[38,60],"frameworks":[39],"such":[40,53],"as":[41],"Hadoop,":[42],"based":[43,139],"on":[44,131,140],"MapReduce":[46],"paradigm,":[47],"have":[48],"been":[49],"used":[50],"process":[52],"amounts":[54],"data":[56,70,73,82],"by":[57],"exploiting":[58],"power":[61],"many":[63,67],"cluster":[64],"nodes.Unfortunately,":[65],"real":[68],"big":[69],"applications":[71],"reside":[77],"various":[79],"computationally":[80],"heterogeneous":[81],"centers":[83],"distributed":[84],"different":[86],"locations.In":[87],"this":[88,96,125],"context":[89],"Hadoop":[91,102],"performance":[92],"collapses":[93],"dramatically.To":[94],"face":[95],"issue,":[97],"we":[98],"developed":[99],"a":[100,116,135,141],"Hierarchical":[101],"Framework":[103],"(H2F)":[104],"capable":[105],"scheduling":[107,137],"distributing":[109],"tasks":[110],"among":[111],"geographically":[112],"distant":[113],"clusters":[114],"way":[117],"that":[118,146],"minimizes":[119],"overall":[121],"jobs":[122],"execution":[123],"time.In":[124],"work":[126],"focus":[128],"is":[129],"put":[130],"definition":[133],"job":[136,154],"system":[138],"one-point":[142],"iterative":[143],"search":[144],"algorithm":[145],"increases":[147],"framework":[149],"scalability":[150],"while":[151],"guaranteeing":[152],"good":[153],"performance.":[155]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2017-05-19T00:00:00"}