Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy

The cache replacement policy (CRP) can reduce cache redundancy, improve cache usefulness, and increase network efficiency in content-centric networks (CCN). The essential challenges in addressing CRP in (CCN) evaluation involve significant fuzziness. As a result, CRP evaluation is important. An effe...

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Main Authors: Muhammad Ali Khan, Saleem Abdullah, Faisal Khan
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10056844/
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author Muhammad Ali Khan
Saleem Abdullah
Faisal Khan
author_facet Muhammad Ali Khan
Saleem Abdullah
Faisal Khan
author_sort Muhammad Ali Khan
collection DOAJ
description The cache replacement policy (CRP) can reduce cache redundancy, improve cache usefulness, and increase network efficiency in content-centric networks (CCN). The essential challenges in addressing CRP in (CCN) evaluation involve significant fuzziness. As a result, CRP evaluation is important. An effective way to capture fuzziness is the spherical fuzzy rough sets (SFRSs). This article aims to focus on multi-criteria group decision-making (MCGDM) using SFRSs settings and new SFRSs Einstein geometric aggregation operators. MCGDMs were developed by the proposed SFR-EDAS model. The effectiveness of the proposed method was empirically performed by cache replacement policy example and compared with the existing method.
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spelling doaj.art-f0d635f0d08f421e8af1b351459e3d6a2023-09-19T23:00:54ZengIEEEIEEE Access2169-35362023-01-0111989149892510.1109/ACCESS.2023.325061910056844Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement PolicyMuhammad Ali Khan0https://orcid.org/0000-0001-5932-1835Saleem Abdullah1https://orcid.org/0000-0002-7474-5115Faisal Khan2https://orcid.org/0000-0002-8391-6203Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, PakistanDepartment of Mathematics, Abdul Wali Khan University Mardan, Mardan, PakistanDepartment of Electrical and Electronic Engineering, College of Science and Engineering National University of Ireland Galway, Galway, IrelandThe cache replacement policy (CRP) can reduce cache redundancy, improve cache usefulness, and increase network efficiency in content-centric networks (CCN). The essential challenges in addressing CRP in (CCN) evaluation involve significant fuzziness. As a result, CRP evaluation is important. An effective way to capture fuzziness is the spherical fuzzy rough sets (SFRSs). This article aims to focus on multi-criteria group decision-making (MCGDM) using SFRSs settings and new SFRSs Einstein geometric aggregation operators. MCGDMs were developed by the proposed SFR-EDAS model. The effectiveness of the proposed method was empirically performed by cache replacement policy example and compared with the existing method.https://ieeexplore.ieee.org/document/10056844/Cache replacement policycontent-centric networksEDAS methodspherical fuzzy rough sets
spellingShingle Muhammad Ali Khan
Saleem Abdullah
Faisal Khan
Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
IEEE Access
Cache replacement policy
content-centric networks
EDAS method
spherical fuzzy rough sets
title Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
title_full Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
title_fullStr Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
title_full_unstemmed Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
title_short Spherical Fuzzy Rough EDAS Method Under Einstein Aggregation Operators Applications in Cache Replacement Policy
title_sort spherical fuzzy rough edas method under einstein aggregation operators applications in cache replacement policy
topic Cache replacement policy
content-centric networks
EDAS method
spherical fuzzy rough sets
url https://ieeexplore.ieee.org/document/10056844/
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AT saleemabdullah sphericalfuzzyroughedasmethodundereinsteinaggregationoperatorsapplicationsincachereplacementpolicy
AT faisalkhan sphericalfuzzyroughedasmethodundereinsteinaggregationoperatorsapplicationsincachereplacementpolicy