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https://doi.org/10.21256/zhaw-21647| Publication type: | Conference paper |
| Type of review: | Peer review (publication) |
| Title: | Multidimensional content modeling and caching in D2D edge networks |
| Authors: | Kafıloğlu, S. Sinem Gür, Gürkan Alagöz, Fatih |
| et. al: | No |
| DOI: | 10.1109/PIMRC.2019.8904216 10.21256/zhaw-21647 |
| Proceedings: | Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) |
| Conference details: | 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Istanbul (Turkey), 8-11 September 2019 |
| Issue Date: | 2019 |
| Publisher / Ed. Institution: | IEEE |
| ISBN: | 978-1-5386-8110-7 |
| ISSN: | 2166-9589 |
| Language: | English |
| Subjects: | Wireless network edge; Device-to-device communications; Content-centric networking; In-network caching mechanisms |
| Subject (DDC): | 004: Computer science 621.3: Electrical, communications, control engineering |
| Abstract: | Future Internet is going to be shaped by networked multimedia services with exploding video traffic becoming the dominant payload. That evolution requires a remedial shift from the connection-oriented architecture to a content-centric one. Another technique to address this capacity crunch is to improve spectral utilization through new networking paradigms at the wireless network edge. To this end, Device-to-Device (D2D) communications has the potential for boosting the capacity and energy efficiency for content-centric networking. To design and implement efficient content-centric D2D networks, rigorous content modeling and in-network caching mechanisms based on such models are crucial. In this work, we develop a multidimensional content model based on popularity, chunking and layering, and devise caching schemes through this model. Our main motivation is to improve the system performance via our caching strategies. The numerical analysis shows the interplay among different system parameters and performance metrics: while our schemes perform slightly poorer in terms of system goodput, they also decrease the system energy expenditure. Overall, this improvement dominates the loss in the goodput, leading to greater energy efficiency compared to the commonly-used caching technique Least Recently Used (LRU). |
| Further description: | © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| URI: | https://digitalcollection.zhaw.ch/handle/11475/21647 |
| Fulltext version: | Accepted version |
| License (according to publishing contract): | Licence according to publishing contract |
| Departement: | School of Engineering |
| Organisational Unit: | Institute of Computer Science (InIT) |
| Appears in collections: | Publikationen School of Engineering |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2019_Kafiloglu_etal_Multidimensional-content-modeling_IEEE.pdf | Accepted Version | 218.86 kB | Adobe PDF |  View/Open |
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Kafıloğlu, S. S., Gür, G., & Alagöz, F. (2019). Multidimensional content modeling and caching in D2D edge networks. Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). https://doi.org/10.1109/PIMRC.2019.8904216
Kafıloğlu, S.S., Gür, G. and Alagöz, F. (2019) ‘Multidimensional content modeling and caching in D2D edge networks’, in Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE. Available at: https://doi.org/10.1109/PIMRC.2019.8904216.
S. S. Kafıloğlu, G. Gür, and F. Alagöz, “Multidimensional content modeling and caching in D2D edge networks,” in Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019. doi: 10.1109/PIMRC.2019.8904216.
KAFILOĞLU, S. Sinem, Gürkan GÜR und Fatih ALAGÖZ, 2019. Multidimensional content modeling and caching in D2D edge networks. In: Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). Conference paper. IEEE. 2019. ISBN 978-1-5386-8110-7
Kafıloğlu, S. Sinem, Gürkan Gür, and Fatih Alagöz. 2019. “Multidimensional Content Modeling and Caching in D2D Edge Networks.” Conference paper. In Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC). IEEE. https://doi.org/10.1109/PIMRC.2019.8904216.
Kafıloğlu, S. Sinem, et al. “Multidimensional Content Modeling and Caching in D2D Edge Networks.” Proceedings of the 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE, 2019, https://doi.org/10.1109/PIMRC.2019.8904216.
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