3 papers
cs.NI2020
Network-aware Recommendations in the Wild: Methodology, Realistic Evaluations, Experiments
Savvas Kastanakis, Pavlos Sermpezis, Vasileios Kotronis +2
Joint caching and recommendation has been recently proposed as a new paradigm for increasing the efficiency of mobile edge caching. Early findings demonstrate significant gains for…
cs.MM2019
Towards QoS-Aware Recommendations
Pavlos Sermpezis, Savvas Kastanakis, João Ismael Pinheiro +4
In this paper we propose that recommendation systems (RSs) for multimedia services should be "QoS-aware", i.e., take into account the expected QoS with which a content can be deliv…
cs.NI2018
CABaRet: Leveraging Recommendation Systems for Mobile Edge Caching
Savvas Kastanakis, Pavlos Sermpezis, Vasileios Kotronis +1
Joint caching and recommendation has been recently proposed for increasing the efficiency of mobile edge caching. While previous works assume collaboration between mobile network o…