{"id":"https://openalex.org/W2779893448","doi":"https://doi.org/10.1145/3154979.3154985","title":"Performance Comparison of HEFT, Lookahead, CEFT and PEFT Scheduling Algorithms for Heterogeneous Computing Systems","display_name":"Performance Comparison of HEFT, Lookahead, CEFT and PEFT Scheduling Algorithms for Heterogeneous Computing Systems","publication_year":2017,"publication_date":"2017-11-24","ids":{"openalex":"https://openalex.org/W2779893448","doi":"https://doi.org/10.1145/3154979.3154985","mag":"2779893448"},"language":"en","primary_location":{"id":"doi:10.1145/3154979.3154985","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3154979.3154985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Computer and Communication Technology","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/A5002157023","display_name":"Ashish Kumar Maurya","orcid":"https://orcid.org/0000-0001-9679-9045"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashish Kumar Maurya","raw_affiliation_strings":["Department of Computer Science & Engineering, Indian Institute of Technology (BHU), Varanasi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035826148","display_name":"Anil Kumar Tripathi","orcid":"https://orcid.org/0000-0002-0566-1233"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anil Kumar Tripathi","raw_affiliation_strings":["Department of Computer Science & Engineering, Indian Institute of Technology (BHU), Varanasi, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002157023"],"corresponding_institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"],"apc_list":null,"apc_paid":null,"fwci":1.9737,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88755351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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":1.0,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9980999827384949,"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":0.8359686732292175},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.620059609413147},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.5739212036132812},{"id":"https://openalex.org/keywords/rate-monotonic-scheduling","display_name":"Rate-monotonic scheduling","score":0.483624130487442},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.4835607707500458},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4729364216327667},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.45933663845062256},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.42521873116493225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42007189989089966},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.3966381549835205},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20880088210105896},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10202327370643616},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07460528612136841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8359686732292175},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.620059609413147},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.5739212036132812},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.483624130487442},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.4835607707500458},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4729364216327667},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.45933663845062256},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.42521873116493225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42007189989089966},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.3966381549835205},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20880088210105896},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10202327370643616},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07460528612136841}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3154979.3154985","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3154979.3154985","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Computer and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1549134103","https://openalex.org/W1989582918","https://openalex.org/W2023753260","https://openalex.org/W2040466547","https://openalex.org/W2070307035","https://openalex.org/W2092784643","https://openalex.org/W2106076593","https://openalex.org/W2110059735","https://openalex.org/W2118396891","https://openalex.org/W2143031615","https://openalex.org/W2149294210","https://openalex.org/W2151038512","https://openalex.org/W2343962288","https://openalex.org/W2523248371"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2397293317","https://openalex.org/W2372008037","https://openalex.org/W3036719625","https://openalex.org/W2225350526","https://openalex.org/W2978148977","https://openalex.org/W4390711934","https://openalex.org/W2106332846","https://openalex.org/W2167574351","https://openalex.org/W4390722068"],"abstract_inverted_index":{"Efficient":[0],"scheduling":[1,45,56,100,104],"algorithms":[2,46,57,93],"play":[3],"an":[4,19,30],"essential":[5],"part":[6],"in":[7,47],"heterogeneous":[8,66],"computing":[9,67],"systems":[10,68],"to":[11,28],"achieve":[12],"high":[13],"performance.":[14],"The":[15,90],"problem":[16,84],"of":[17,92],"producing":[18],"optimal":[20],"schedule":[21],"for":[22,65,72,85],"the":[23,38,48,78],"precedence-constrained":[24],"tasks":[25],"is":[26],"recognized":[27],"be":[29],"NP-complete":[31],"problem.":[32],"To":[33],"work":[34],"out":[35],"this":[36],"problem,":[37],"researchers":[39],"have":[40],"already":[41],"been":[42],"proposed":[43],"various":[44],"literature.":[49],"This":[50],"paper":[51],"discusses":[52],"four":[53],"well-known":[54],"list":[55],"such":[58,102],"as":[59,103],"HEFT,":[60],"Lookahead,":[61],"CEFT":[62],"and":[63,69,77,96],"PEFT":[64],"performs":[70],"experiments":[71],"randomly":[73],"created":[74],"application":[75,79],"graphs":[76,80],"generated":[81],"from":[82],"real-world":[83],"instance":[86],"molecular":[87],"dynamic":[88],"code.":[89],"performance":[91],"are":[94],"evaluated":[95],"compared":[97],"on":[98],"different":[99],"parameters":[101],"length":[105],"ratio,":[106],"efficiency,":[107],"etc.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}