Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast

Mohsen Amidzade; Hanan Al-Tous; Olav Tirkkonen; Giuseppe Caire

doi:10.1109/WCNC51071.2022.9771671

Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast

Mohsen Amidzade, Hanan Al-Tous, Olav Tirkkonen, Giuseppe Caire

Communications Theory

Technical University of Berlin

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

5 Citations (Scopus)

67 Downloads (Pure)

Abstract

We consider an optimal cache-placement-and-delivery-policy where traffic is offloaded from Single-Point Unicast (SPUC) service by using network-level Orthogonal Multipoint Multicast (OMPMC) scheme. The files are classified into two sets. The most popular files are cached at the BSs using a probabilistic approach and are served by OMPMC. The remaining files are fetched from the core network on demand and served by SPUC. Optimal compound scheme is analyzed, based on resource allocation between OMPMC and multi-antenna SPUC schemes. If a user is not able to successfully receive the requested file due to its experienced signal-to-interference-plus-noise ratio, its request is in outage. A closed-form expression is derived for the total outage probability based on stochastic geometry for the compound scheme. An optimization problem is formulated to design the caching policy for the compound scheme. The optimal solution to this problem is obtained by finding optimal cache placement, bandwidth allocation, and file classification. Simulation results show that the compound scheme outperforms other caching schemes in terms of the total outage probability.

Original language	English
Title of host publication	2022 IEEE Wireless Communications and Networking Conference (WCNC)
Publisher	IEEE
Pages	2268-2273
Number of pages	6
ISBN (Electronic)	978-1-6654-4266-4
DOIs	https://doi.org/10.1109/WCNC51071.2022.9771671
Publication status	Published - 16 May 2022
MoE publication type	A4 Conference publication
Event	IEEE Wireless Communications and Networking Conference - Austin, United States Duration: 10 Apr 2022 → 13 Apr 2022

Publication series

Name	IEEE Wireless Communications and Networking Conference
ISSN (Electronic)	1558-2612

Conference

Conference	IEEE Wireless Communications and Networking Conference
Abbreviated title	WCNC
Country/Territory	United States
City	Austin
Period	10/04/2022 → 13/04/2022

Keywords

Wireless caching
compound cache delivery policy
multipoint multicasting
parametric optimization problem.

Access to Document

10.1109/WCNC51071.2022.9771671

Compund_CachingAccepted author manuscript, 291 KB

Cite this

Amidzade, M., Al-Tous, H., Tirkkonen, O., & Caire, G. (2022). Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast. In 2022 IEEE Wireless Communications and Networking Conference (WCNC) (pp. 2268-2273). (IEEE Wireless Communications and Networking Conference). IEEE. https://doi.org/10.1109/WCNC51071.2022.9771671

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abstract = "We consider an optimal cache-placement-and-delivery-policy where traffic is offloaded from Single-Point Unicast (SPUC) service by using network-level Orthogonal Multipoint Multicast (OMPMC) scheme. The files are classified into two sets. The most popular files are cached at the BSs using a probabilistic approach and are served by OMPMC. The remaining files are fetched from the core network on demand and served by SPUC. Optimal compound scheme is analyzed, based on resource allocation between OMPMC and multi-antenna SPUC schemes. If a user is not able to successfully receive the requested file due to its experienced signal-to-interference-plus-noise ratio, its request is in outage. A closed-form expression is derived for the total outage probability based on stochastic geometry for the compound scheme. An optimization problem is formulated to design the caching policy for the compound scheme. The optimal solution to this problem is obtained by finding optimal cache placement, bandwidth allocation, and file classification. Simulation results show that the compound scheme outperforms other caching schemes in terms of the total outage probability.",

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Amidzade, M , Al-Tous, H , Tirkkonen, O & Caire, G 2022, Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast. in 2022 IEEE Wireless Communications and Networking Conference (WCNC). IEEE Wireless Communications and Networking Conference, IEEE, pp. 2268-2273, IEEE Wireless Communications and Networking Conference, Austin, Texas, United States, 10/04/2022. https://doi.org/10.1109/WCNC51071.2022.9771671

Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast. / Amidzade, Mohsen ; Al-Tous, Hanan ; Tirkkonen, Olav et al.
2022 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2022. p. 2268-2273 (IEEE Wireless Communications and Networking Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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AB - We consider an optimal cache-placement-and-delivery-policy where traffic is offloaded from Single-Point Unicast (SPUC) service by using network-level Orthogonal Multipoint Multicast (OMPMC) scheme. The files are classified into two sets. The most popular files are cached at the BSs using a probabilistic approach and are served by OMPMC. The remaining files are fetched from the core network on demand and served by SPUC. Optimal compound scheme is analyzed, based on resource allocation between OMPMC and multi-antenna SPUC schemes. If a user is not able to successfully receive the requested file due to its experienced signal-to-interference-plus-noise ratio, its request is in outage. A closed-form expression is derived for the total outage probability based on stochastic geometry for the compound scheme. An optimization problem is formulated to design the caching policy for the compound scheme. The optimal solution to this problem is obtained by finding optimal cache placement, bandwidth allocation, and file classification. Simulation results show that the compound scheme outperforms other caching schemes in terms of the total outage probability.

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EP - 2273

BT - 2022 IEEE Wireless Communications and Networking Conference (WCNC)

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T2 - IEEE Wireless Communications and Networking Conference

Y2 - 10 April 2022 through 13 April 2022

ER -

Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Coded Collaborative Caching for Wireless Energy Efficiency

Cite this

Cellular Traffic Offloading with Optimized Compound Single-point Unicast and Cache-based Multipoint Multicast

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Projects

Coded Collaborative Caching for Wireless Energy Efficiency

Cite this