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GitHub

Layer-Condensed KV Cache

The code base for project Layer-Condensed KV Cache, a new variant of transformer decoders in which queries of all layers are paired with keys and values of just the top layer. It reduces the memory ...
IEEE

Deep Reinforcement Learning-Based Joint Caching and Routing in AI-Driven Networks

Abstract: To reduce redundant traffic transmission in both wired and wireless networks, optimal content placement problem naturally occurring in many applications is studied. In this paper, ...
IEEE

Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Federated Distillation and Deep Reinforcement Learning

Abstract: With the rapid advancement of intelligent transportation systems (ITS), vehicle edge caching (VEC) technology shows great potential in processing large-scale vehicle data and providing ...