9 citations · 9 across the 4 of their papers we have counts for
6 papers
Network Friendly Recommendations: Optimizing for Long Viewing Sessions
Theodoros Giannakas, Pavlos Sermpezis, Thrasyvoulos Spyropoulos
Caching algorithms try to predict content popularity, and place the content closer to the users. Additionally, nowadays requests are increasingly driven by recommendation systems (…
Fairness in Network-Friendly Recommendations
Theodoros Giannakas, Pavlos Sermpezis, Anastasios Giovanidis +2
As mobile traffic is dominated by content services (e.g., video), which typically use recommendation systems, the paradigm of network-friendly recommendations (NFR) has been propos…
SOBA: Session optimal MDP-based network friendly recommendations
Theodoros Giannakas, Anastasios Giovanidis, Thrasyvoulos Spyropoulos
Caching content over CDNs or at the network edge has been solidified as a means to improve network cost and offer better streaming experience to users. Furthermore, nudging the use…
The Order of Things: Position-Aware Network-friendly Recommendations in Long Viewing Sessions
Theodoros Giannakas, Thrasyvoulos Spyropoulos, Pavlos Sermpezis
Caching has recently attracted a lot of attention in the wireless communications community, as a means to cope with the increasing number of users consuming web content from mobile…
Show me the Cache: Optimizing Cache-Friendly Recommendations for Sequential Content Access
Theodoros Giannakas, Pavlos Sermpezis, Thrasyvoulos Spyropoulos
Caching has been successfully applied in wired networks, in the context of Content Distribution Networks (CDNs), and is quickly gaining ground for wireless systems. Storing popular…
Femto-Caching with Soft Cache Hits: Improving Performance through Recommendation and Delivery of Related Content
Pavlos Sermpezis, Thrasyvoulos Spyropoulos, Luigi Vigneri +1
Pushing popular content to cheap "helper" nodes (e.g., small cells) during off-peak hours has recently been proposed to cope with the increase in mobile data traffic. User requests…