Managing caching strategies for stream reasoning with reinforcement learning
Sign Up to like & getrecommendations! Published in 2020 at "Theory and Practice of Logic Programming"
DOI: 10.1017/s147106842000037x
Abstract: Abstract Efficient decision-making over continuously changing data is essential for many application domains such as cyber-physical systems, industry digitalization, etc. Modern stream reasoning frameworks allow one to model and solve various real-world problems using incremental… read more here.
Keywords: reinforcement learning; learned constraints; caching strategies; stream reasoning ... See more keywords
Cost-Oriented Mobility-Aware Caching Strategies in D2D Networks With Delay Constraint
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2958261
Abstract: Pre-caching popular files at mobile users with the aid of device-to-device (D2D) communications can offload the data traffic to low-cost D2D links and reduce the network transmission cost. This leads to additional cache leasing cost… read more here.
Keywords: mobility; mobility aware; aware caching; caching strategies ... See more keywords