TY - GEN
T1 - Outage Probability Analysis for Downlink Interference-Limited Wireless Edge Networks with Caching, Computing, and Communications
AU - Lee, Ming Chun
AU - Molisch, Andreas F.
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Since many new applications require a combination of caching, computing, and communications (3C), there is an increasing interest in the optimization of networks that jointly perform 3C. Although a number of studies for particular designs of such networks have been published, the characterization of fundamental performance limits has been rarely explored. Aiming to fill this gap, this paper provides an asymptotic outage analysis for downlink interference-limited wireless edge networks with joint 3C. In particular, we derive analytical closed-form expressions as functions of delay and 3C parameters for outage probability and optimal caching policy, respectively. Based on these, we then derive insightful outage probability expressions for the optimal caching policy and two important reference caching policies using asymptotic analysis. We provide insights and interpretations based on the derived expressions. Computer simulations validate our analytical results and insights.
AB - Since many new applications require a combination of caching, computing, and communications (3C), there is an increasing interest in the optimization of networks that jointly perform 3C. Although a number of studies for particular designs of such networks have been published, the characterization of fundamental performance limits has been rarely explored. Aiming to fill this gap, this paper provides an asymptotic outage analysis for downlink interference-limited wireless edge networks with joint 3C. In particular, we derive analytical closed-form expressions as functions of delay and 3C parameters for outage probability and optimal caching policy, respectively. Based on these, we then derive insightful outage probability expressions for the optimal caching policy and two important reference caching policies using asymptotic analysis. We provide insights and interpretations based on the derived expressions. Computer simulations validate our analytical results and insights.
UR - http://www.scopus.com/inward/record.url?scp=85178256787&partnerID=8YFLogxK
U2 - 10.1109/ICC45041.2023.10278808
DO - 10.1109/ICC45041.2023.10278808
M3 - Conference contribution
AN - SCOPUS:85178256787
T3 - IEEE International Conference on Communications
SP - 5922
EP - 5927
BT - ICC 2023 - IEEE International Conference on Communications
A2 - Zorzi, Michele
A2 - Tao, Meixia
A2 - Saad, Walid
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE International Conference on Communications, ICC 2023
Y2 - 28 May 2023 through 1 June 2023
ER -