Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms
Network-on-chip (NoC) architectures have emerged as a potential solution for facilitating communication between processing elements (PEs) in modern multi-core systems. The design and optimization of NoC architectures are critical for achieving efficient communication, reduced energy consumption, and...
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| Format: | Article |
| Language: | English |
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Graz University of Technology
2025-02-01
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| Series: | Journal of Universal Computer Science |
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| Online Access: | https://lib.jucs.org/article/123539/download/pdf/ |
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| author | Kiran K A Jaison Jacob |
| author_facet | Kiran K A Jaison Jacob |
| author_sort | Kiran K A |
| collection | DOAJ |
| description | Network-on-chip (NoC) architectures have emerged as a potential solution for facilitating communication between processing elements (PEs) in modern multi-core systems. The design and optimization of NoC architectures are critical for achieving efficient communication, reduced energy consumption, and improved overall system performance. In this study, we investigate and compare the performance of two prominent optimization algorithms, like Genetic Algorithm (GA) and CastNet Algorithm, for 2D and 3D mesh NoC architectures. The study’s objective is to estimate these algorithms’ effectiveness in optimizing communication cost, communication energy, and CPU run time in both 2D and 3D mesh NoC architectures. Performance metrics such as communication cost, communication energy consumption, and CPU run time are measured and compared between the two algorithms and carried out on real and custom benchmark applications like MWD, VOPD and MPEG4. |
| format | Article |
| id | doaj-art-0b26ab95b5784c41bd23c1cc8a4f4c4d |
| institution | DOAJ |
| issn | 0948-6968 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | Graz University of Technology |
| record_format | Article |
| series | Journal of Universal Computer Science |
| spelling | doaj-art-0b26ab95b5784c41bd23c1cc8a4f4c4d2025-08-20T03:01:46ZengGraz University of TechnologyJournal of Universal Computer Science0948-69682025-02-0131213615810.3897/jucs.123539123539Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping AlgorithmsKiran K A0Jaison Jacob1APJ Abdul Kalam Technical UniversityAPJ Abdul Kalam Technical UniversityNetwork-on-chip (NoC) architectures have emerged as a potential solution for facilitating communication between processing elements (PEs) in modern multi-core systems. The design and optimization of NoC architectures are critical for achieving efficient communication, reduced energy consumption, and improved overall system performance. In this study, we investigate and compare the performance of two prominent optimization algorithms, like Genetic Algorithm (GA) and CastNet Algorithm, for 2D and 3D mesh NoC architectures. The study’s objective is to estimate these algorithms’ effectiveness in optimizing communication cost, communication energy, and CPU run time in both 2D and 3D mesh NoC architectures. Performance metrics such as communication cost, communication energy consumption, and CPU run time are measured and compared between the two algorithms and carried out on real and custom benchmark applications like MWD, VOPD and MPEG4.https://lib.jucs.org/article/123539/download/pdf/Network-on-chipGenetic AlgorithmCastNet Algori |
| spellingShingle | Kiran K A Jaison Jacob Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms Journal of Universal Computer Science Network-on-chip Genetic Algorithm CastNet Algori |
| title | Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms |
| title_full | Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms |
| title_fullStr | Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms |
| title_full_unstemmed | Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms |
| title_short | Energy-aware Application Mapping onto 3D Mesh-Based Network-on-Chip using Heuristic Mapping Algorithms |
| title_sort | energy aware application mapping onto 3d mesh based network on chip using heuristic mapping algorithms |
| topic | Network-on-chip Genetic Algorithm CastNet Algori |
| url | https://lib.jucs.org/article/123539/download/pdf/ |
| work_keys_str_mv | AT kiranka energyawareapplicationmappingonto3dmeshbasednetworkonchipusingheuristicmappingalgorithms AT jaisonjacob energyawareapplicationmappingonto3dmeshbasednetworkonchipusingheuristicmappingalgorithms |