Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387234889> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4387234889 endingPage "10850" @default.
- W4387234889 startingPage "10850" @default.
- W4387234889 abstract "Task scheduling is an emerging challenge in cloud platforms and is considered a critical application utilized by the cloud service providers and end users. The main challenge faced by the task scheduler is to identify the optimal resources for the input task. In this research, a Sine Cosine-based Elephant Herding Optimization (SCEHO) algorithm is incorporated with the Improved Particle Swarm Optimization (IPSO) algorithm for enhancing the task scheduling behavior by utilizing parameters like load balancing and resource allocation. The conventional EHO and PSO algorithms are improved utilizing a sine cosine-based clan-updating operator and human group optimizer that improve the algorithm’s exploration and exploitation abilities and avoid being trapped in the local optima problem. The efficacy of the SCEHO-IPSO algorithm is analyzed by using performance measures like cost, execution time, makespan, latency, and memory storage. The numerical investigation indicates that the SCEHO-IPSO algorithm has a minimum memory storage of 309 kb, a latency of 1510 ms, and an execution time of 612 ms on the Kafka platform, and the obtained results reveal that the SCEHO-IPSO algorithm outperformed other conventional optimization algorithms. The SCEHO-IPSO algorithm converges faster than the other algorithms in the large search spaces, and it is appropriate for large scheduling issues." @default.
- W4387234889 created "2023-10-02" @default.
- W4387234889 creator A5033756176 @default.
- W4387234889 creator A5084636218 @default.
- W4387234889 creator A5089208447 @default.
- W4387234889 creator A5092980369 @default.
- W4387234889 date "2023-09-29" @default.
- W4387234889 modified "2023-10-09" @default.
- W4387234889 title "SCEHO-IPSO: A Nature-Inspired Meta Heuristic Optimization for Task-Scheduling Policy in Cloud Computing" @default.
- W4387234889 cites W2793686583 @default.
- W4387234889 cites W2886611439 @default.
- W4387234889 cites W2893020490 @default.
- W4387234889 cites W2895733006 @default.
- W4387234889 cites W2907672705 @default.
- W4387234889 cites W2914250519 @default.
- W4387234889 cites W2915641590 @default.
- W4387234889 cites W2917377930 @default.
- W4387234889 cites W2920995258 @default.
- W4387234889 cites W2921961040 @default.
- W4387234889 cites W2931843510 @default.
- W4387234889 cites W2934568283 @default.
- W4387234889 cites W2937833730 @default.
- W4387234889 cites W2946062246 @default.
- W4387234889 cites W2947683354 @default.
- W4387234889 cites W2979770287 @default.
- W4387234889 cites W2990741757 @default.
- W4387234889 cites W2997987659 @default.
- W4387234889 cites W3000090293 @default.
- W4387234889 cites W3008086347 @default.
- W4387234889 cites W3008115759 @default.
- W4387234889 cites W3011330593 @default.
- W4387234889 cites W3012981875 @default.
- W4387234889 cites W3048247980 @default.
- W4387234889 cites W3080342797 @default.
- W4387234889 cites W3089856079 @default.
- W4387234889 cites W3096308392 @default.
- W4387234889 cites W3108259217 @default.
- W4387234889 cites W3123888896 @default.
- W4387234889 cites W3128436496 @default.
- W4387234889 cites W3168005424 @default.
- W4387234889 cites W4214754834 @default.
- W4387234889 cites W4292291434 @default.
- W4387234889 cites W4323663873 @default.
- W4387234889 cites W4361275917 @default.
- W4387234889 doi "https://doi.org/10.3390/app131910850" @default.
- W4387234889 hasPublicationYear "2023" @default.
- W4387234889 type Work @default.
- W4387234889 citedByCount "0" @default.
- W4387234889 crossrefType "journal-article" @default.
- W4387234889 hasAuthorship W4387234889A5033756176 @default.
- W4387234889 hasAuthorship W4387234889A5084636218 @default.
- W4387234889 hasAuthorship W4387234889A5089208447 @default.
- W4387234889 hasAuthorship W4387234889A5092980369 @default.
- W4387234889 hasBestOaLocation W43872348891 @default.
- W4387234889 hasConcept C111919701 @default.
- W4387234889 hasConcept C11413529 @default.
- W4387234889 hasConcept C120314980 @default.
- W4387234889 hasConcept C126255220 @default.
- W4387234889 hasConcept C149635348 @default.
- W4387234889 hasConcept C2779907789 @default.
- W4387234889 hasConcept C33923547 @default.
- W4387234889 hasConcept C41008148 @default.
- W4387234889 hasConcept C55416958 @default.
- W4387234889 hasConcept C74172769 @default.
- W4387234889 hasConcept C79974875 @default.
- W4387234889 hasConcept C85617194 @default.
- W4387234889 hasConceptScore W4387234889C111919701 @default.
- W4387234889 hasConceptScore W4387234889C11413529 @default.
- W4387234889 hasConceptScore W4387234889C120314980 @default.
- W4387234889 hasConceptScore W4387234889C126255220 @default.
- W4387234889 hasConceptScore W4387234889C149635348 @default.
- W4387234889 hasConceptScore W4387234889C2779907789 @default.
- W4387234889 hasConceptScore W4387234889C33923547 @default.
- W4387234889 hasConceptScore W4387234889C41008148 @default.
- W4387234889 hasConceptScore W4387234889C55416958 @default.
- W4387234889 hasConceptScore W4387234889C74172769 @default.
- W4387234889 hasConceptScore W4387234889C79974875 @default.
- W4387234889 hasConceptScore W4387234889C85617194 @default.
- W4387234889 hasIssue "19" @default.
- W4387234889 hasLocation W43872348891 @default.
- W4387234889 hasOpenAccess W4387234889 @default.
- W4387234889 hasPrimaryLocation W43872348891 @default.
- W4387234889 hasRelatedWork W2357602211 @default.
- W4387234889 hasRelatedWork W2617115809 @default.
- W4387234889 hasRelatedWork W2850987219 @default.
- W4387234889 hasRelatedWork W2912682985 @default.
- W4387234889 hasRelatedWork W3060371913 @default.
- W4387234889 hasRelatedWork W3166284739 @default.
- W4387234889 hasRelatedWork W4234957192 @default.
- W4387234889 hasRelatedWork W4378420566 @default.
- W4387234889 hasRelatedWork W4384565529 @default.
- W4387234889 hasRelatedWork W2187507509 @default.
- W4387234889 hasVolume "13" @default.
- W4387234889 isParatext "false" @default.
- W4387234889 isRetracted "false" @default.
- W4387234889 workType "article" @default.