Cooperative Caching and Video Characteristics in D2D Edge Networks
2020
Device-to-device (D2D) transmissions in wireless edge networks are promising for optimizing system-wide energy consumption and improving system service capacity. Cooperative content caching similarly serves efficiency goals for data-intensive applications in edge networks. In this work, we propose two cooperative cache replacement algorithms in D2D networks to support these techniques: i) distance-based ii) priority-class based. Video content dissemination in an edge network is our main use-case. In such content traffic, video characteristics have a significant impact on the system behavior. Therefore, we also investigate the effect of content scene change dynamics in our system. Distance based cooperation outperforms $LRU$
, $MIN$
-
$ACC$ and $SXO$ in terms of goodput while priority-class based approach consumes less energy than $MIN$
-
$ACC$ with almost the same consumption as $LRU$
, especially under fast-changing scene regime. Besides, it is energy-wise slightly more rewarding than $SXO$ for the fastest-changing scene case.
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