104 citations · 305 across the 23 of their papers we have counts for
8 papers · 1 filter
Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks
Anis Elgabli, Hamza Khan, Mounssif Krouka +1
Age of Information (AoI) measures the freshness of the information at a remote location. AoI reflects the time that is elapsed since the generation of the packet by a transmitter.…
GroupCast: Preference-Aware Cooperative Video Streaming with Scalable Video Coding
Anis Elgabli, Muhamad Felemban, Vaneet Aggarwal
In this paper, we propose a preference-aware cooperative video streaming system for videos encoded using Scalable Video Coding (SVC) where all the collaborating users are intereste…
A Low Complexity Detection Algorithm Based on Alternating Minimization
Anis Elgabli, Ali Elghariani, Vaneet Aggarwal +1
In this paper, we propose an algorithm based on the Alternating Minimization technique to solve the uplink massive MIMO detection problem. The proposed algorithm provides a lower c…
QoE-Aware Resource Allocation for Small Cells
Anis Elgabli, Ali Elghariani, Vaneet Aggarwal +1
In this paper, we study the problem of Quality of Experience (QoE) aware resource allocation in wireless systems. In particular, we consider application-aware joint Bandwidth-Power…
LBP: Robust Rate Adaptation Algorithm for SVC Video Streaming
Anis Elgabli, Vaneet Aggarwal, Shuai Hao +2
Video streaming today accounts for up to 55\% of mobile traffic. In this paper, we explore streaming videos encoded using Scalable Video Coding scheme (SVC) over highly variable ba…
FastScan: Robust Low-Complexity Rate Adaptation Algorithm for Video Streaming over HTTP
Anis Elgabli, Vaneet Aggarwal
This paper proposes and evaluates a novel algorithm for streaming video over HTTP. The problem is formulated as a non-convex optimization problem which is constrained by the predic…
Two-Stage LASSO ADMM Signal Detection Algorithm For Large Scale MIMO
Anis Elgabli, Ali Elghariani, Abubakr O. Al-Abbasi +1
This paper explores the benefit of using some of the machine learning techniques and Big data optimization tools in approximating maximum likelihood (ML) detection of Large Scale M…
Optimized Preference-Aware Multi-path Video Streaming with Scalable Video Coding
Anis Elgabli, Ke Liu, Vaneet Aggarwal
Most client hosts are equipped with multiple network interfaces (e.g., WiFi and cellular networks). Simultaneous access of multiple interfaces can significantly improve the users'…