23 citations · 28 across the 7 of their papers we have counts for
7 papers
Coded Caching in Networks with Heterogeneous User Activity
Adeel Malik, Berksan Serbetci, Petros Elia
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 exploiti…
LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN
Ghulam Mujtaba, Adeel Malik, Eun-Seok Ryu
This paper proposes a novel lightweight thumbnail container-based summarization (LTC-SUM) framework for full feature-length videos. This framework generates a personalized keyshot…
Stochastic Coded Caching with Optimized Shared-Cache Sizes and Reduced Subpacketization
Adeel Malik, Berksan Serbetci, Petros Elia
This work studies the -user broadcast channel with caches, when the association between users and caches is random, i.e., for the scenario where each user can appear within…
Fundamental Limits of Stochastic Shared Caches Networks
Adeel Malik, Berksan Serbetci, Emanuele Parrinello +1
The work establishes the exact performance limits of stochastic coded caching when users share a bounded number of cache states, and when the association between users and caches,…
A Personalized Preference Learning Framework for Caching in Mobile Networks
Adeel Malik, Joongheon Kim, Kwang Soon Kim +1
This paper comprehensively studies a content-centric mobile network based on a preference learning framework, where each mobile user is equipped with a finite-size cache. We consid…
On the Effects of Subpacketization in Content-Centric Mobile Networks
Adeel Malik, Sung Hoon Lim, Won-Yong Shin
A large-scale content-centric mobile ad hoc network employing subpacketization is studied in which each mobile node having finite-size cache moves according to the reshuffling mobi…