Multi-user linearly-separable distributed computing

A Khalesi, P Elia - IEEE Transactions on Information Theory, 2023 - ieeexplore.ieee.org
In this work, we explore the problem of multi-user linearly-separable distributed computation,
where servers help compute the desired functions (jobs) of users, and where each desired …

Fundamental limits of topology-aware shared-cache networks

E Parrinello, A Bazco-Nogueras… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This work studies a well-known shared-cache coded caching scenario where each cache
can serve an arbitrary number of users. We analyze the case where there is some …

Coded caching in networks with heterogeneous user activity

A Malik, B Serbetci, P Elia - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
This work elevates coded caching networks from their purely information-theoretic
framework to a stochastic setting, by exploring the effect of random user activity and by …

On the Fundamental Limits of Coded Caching With Correlated Files of Combinatorial Overlaps

K Wan, D Tuninetti, M Ji, G Caire - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper studies the fundamental limits of the shared-link coded caching problem with
correlated files, where a server with a library of files communicates with users who can …

On the Optimality of Coded Caching With Heterogeneous User Profiles

F Brunero, P Elia - 2022 IEEE Information Theory Workshop …, 2022 - ieeexplore.ieee.org
In this paper, we consider a coded caching scenario where users have heterogeneous
interests. Taking into consideration the system model originally proposed by Wang and …

EFFICIENT RESOURCE ALLOCATION IN NETWORKS: FROM CENTRALIZED TO DISTRIBUTED APPROACHES

C Zhang - 2023 - hammer.purdue.edu
Network models are essential for representing a myriad of real-world problems. Two of the
most important categories of networks are centralized and distributed networks. In this …