Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network
The fifth-generation communication technology (5G) and information-centric networks (ICNs) are acquiring more and more attention. Cache plays a significant part in the 5G-ICN architecture that the industry has suggested. 5G mobile terminals switch between different base stations quickly, creating a...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-01-01
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| Series: | Future Internet |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1999-5903/15/1/30 |
| _version_ | 1827625513298952192 |
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| author | Ke Zhao Rui Han Xu Wang |
| author_facet | Ke Zhao Rui Han Xu Wang |
| author_sort | Ke Zhao |
| collection | DOAJ |
| description | The fifth-generation communication technology (5G) and information-centric networks (ICNs) are acquiring more and more attention. Cache plays a significant part in the 5G-ICN architecture that the industry has suggested. 5G mobile terminals switch between different base stations quickly, creating a significant amount of traffic and a significant amount of network latency. This brings great challenges to 5G-ICN mobile cache. It appears urgent to improve the cache placement strategy. This paper suggests a hybrid caching strategy called time segmentation-based hybrid caching (TSBC) strategy, based on the 5G-ICN bearer network infrastructure. A base station’s access frequency can change throughout the course of the day due to the “tidal phenomena” of mobile networks. To distinguish the access frequency, we split each day into periods of high and low liquidity. To maintain the diversity of cache copies during periods of high liquidity, we replace the path’s least-used cache copy. We determine the cache value of each node in the path and make caching decisions during periods of low liquidity to make sure users can access the content they are most interested in quickly. The simulation results demonstrate that the proposed strategy has a positive impact on both latency and the cache hit ratio. |
| first_indexed | 2024-03-09T12:38:42Z |
| format | Article |
| id | doaj.art-3e11a3d51c0943fcb04df2122f1d0cba |
| institution | Directory Open Access Journal |
| issn | 1999-5903 |
| language | English |
| last_indexed | 2024-03-09T12:38:42Z |
| publishDate | 2023-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Future Internet |
| spelling | doaj.art-3e11a3d51c0943fcb04df2122f1d0cba2023-11-30T22:20:46ZengMDPI AGFuture Internet1999-59032023-01-011513010.3390/fi15010030Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer NetworkKe Zhao0Rui Han1Xu Wang2National Network New Media Engineering Research Center, Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, ChinaNational Network New Media Engineering Research Center, Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, ChinaNational Network New Media Engineering Research Center, Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, ChinaThe fifth-generation communication technology (5G) and information-centric networks (ICNs) are acquiring more and more attention. Cache plays a significant part in the 5G-ICN architecture that the industry has suggested. 5G mobile terminals switch between different base stations quickly, creating a significant amount of traffic and a significant amount of network latency. This brings great challenges to 5G-ICN mobile cache. It appears urgent to improve the cache placement strategy. This paper suggests a hybrid caching strategy called time segmentation-based hybrid caching (TSBC) strategy, based on the 5G-ICN bearer network infrastructure. A base station’s access frequency can change throughout the course of the day due to the “tidal phenomena” of mobile networks. To distinguish the access frequency, we split each day into periods of high and low liquidity. To maintain the diversity of cache copies during periods of high liquidity, we replace the path’s least-used cache copy. We determine the cache value of each node in the path and make caching decisions during periods of low liquidity to make sure users can access the content they are most interested in quickly. The simulation results demonstrate that the proposed strategy has a positive impact on both latency and the cache hit ratio.https://www.mdpi.com/1999-5903/15/1/305G-ICNmobilityhybrid cachingtime segment |
| spellingShingle | Ke Zhao Rui Han Xu Wang Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network Future Internet 5G-ICN mobility hybrid caching time segment |
| title | Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network |
| title_full | Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network |
| title_fullStr | Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network |
| title_full_unstemmed | Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network |
| title_short | Time Segmentation-Based Hybrid Caching in 5G-ICN Bearer Network |
| title_sort | time segmentation based hybrid caching in 5g icn bearer network |
| topic | 5G-ICN mobility hybrid caching time segment |
| url | https://www.mdpi.com/1999-5903/15/1/30 |
| work_keys_str_mv | AT kezhao timesegmentationbasedhybridcachingin5gicnbearernetwork AT ruihan timesegmentationbasedhybridcachingin5gicnbearernetwork AT xuwang timesegmentationbasedhybridcachingin5gicnbearernetwork |