Thrasyvoulos Spyropoulos | DeepAI

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∙ 06/11/2023

FedDec: Peer-to-peer Aided Federated Learning

Federated learning (FL) has enabled training machine learning models exp...

0 Marina Costantini, et al. ∙

∙ 01/29/2023

Quid pro Quo in Streaming Services: Algorithms for Cooperative Recommendations

Recommendations are employed by Content Providers (CPs) of streaming ser...

0 Dimitra Tsigkari, et al. ∙

∙ 07/15/2022

Pick your Neighbor: Local Gauss-Southwell Rule for Fast Asynchronous Decentralized Optimization

In decentralized optimization environments, each agent i in a network of...

6 Marina Costantini, et al. ∙

∙ 10/02/2021

Network Friendly Recommendations: Optimizing for Long Viewing Sessions

Caching algorithms try to predict content popularity, and place the cont...

0 Theodoros Giannakas, et al. ∙

∙ 04/02/2021

Fairness in Network-Friendly Recommendations

As mobile traffic is dominated by content services (e.g., video), which ...

0 Theodoros Giannakas, et al. ∙

∙ 03/22/2021

Multi-Transmitter Coded Caching Networks with Transmitter-side Knowledge of File Popularity

This work presents a new way of exploiting non-uniform file popularity i...

0 Eleftherios Lampiris, et al. ∙

∙ 12/07/2020

SOBA: Session optimal MDP-based network friendly recommendations

Caching content over CDNs or at the network edge has been solidified as ...

0 Theodoros Giannakas, et al. ∙

∙ 10/06/2020

Network-aware Recommendations in the Wild: Methodology, Realistic Evaluations, Experiments

Joint caching and recommendation has been recently proposed as a new par...

0 Savvas Kastanakis, et al. ∙

∙ 06/15/2020

An approximation algorithm for joint caching and recommendations in cache networks

Streaming platforms, like Netflix and YouTube, strive to offer a high qu...

0 Dimitra Tsigkari, et al. ∙

∙ 12/21/2019

A Swiss Army Knife for Dynamic Caching in Small Cell Networks

We consider a dense cellular network, in which a limited-size cache is a...

0 Giovanni Neglia, et al. ∙

∙ 07/15/2019

Towards QoS-Aware Recommendations

This paper suggests the concept of QoS-aware recommendations for multime...

0 Pavlos Sermpezis, et al. ∙

∙ 05/13/2019

The Order of Things: Position-Aware Network-friendly Recommendations in Long Viewing Sessions

Caching has recently attracted a lot of attention in the wireless commun...

0 Theodoros Giannakas, et al. ∙

∙ 05/30/2018

Model-Driven Artificial Intelligence for Online Network Optimization

Future 5G wireless networks will rely on agile and automated network man...

0 Luigi Vigneri, et al. ∙

∙ 05/17/2018

Show me the Cache: Optimizing Cache-Friendly Recommendations for Sequential Content Access

Caching has been successfully applied in wired networks, in the context ...

0 Theodoros Giannakas, et al. ∙

∙ 09/30/2016

Soft Cache Hits and the Impact of Alternative Content Recommendations on Mobile Edge Caching

Caching popular content at the edge of future mobile networks has been w...

0 Thrasyvoulos Spyropoulos, et al. ∙

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