Distributed Scheduling using Graph Neural Networks

Distributed Scheduling using Graph Neural Networks

18 November 2020

Santiago Segarra

Papers citing "Distributed Scheduling using Graph Neural Networks"

11 / 11 papers shown

Title
Higher-order Sparse Convolutions in Graph Neural Networks Jhony H. Giraldo S. Javed Arif Mahmood Fragkiskos D. Malliaros T. Bouwmans GNN 16 1 0 21 Feb 2023
Space-Time Graph Neural Networks with Stochastic Graph Perturbations Samar Hadou Charilaos I. Kanatsoulis Alejandro Ribeiro 25 4 0 28 Oct 2022
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks Zhongyuan Zhao A. Swami Santiago Segarra GNN 19 2 0 27 Mar 2022
Learning Resilient Radio Resource Management Policies with Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 16 26 0 07 Mar 2022
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks Boning Li Gunjan Verma Santiago Segarra 17 17 0 27 Jan 2022
A Higher-Order Semantic Dependency Parser Bin Li Yunlong Fan Yikemaiti Sataer Zhiqiang Gao GNN 22 1 0 27 Jan 2022
Power Allocation for Wireless Federated Learning using Graph Neural Networks Boning Li A. Swami Santiago Segarra FedML 52 12 0 15 Nov 2021
Stability Analysis of Unfolded WMMSE for Power Allocation Arindam Chowdhury Fernando Gama Santiago Segarra 40 3 0 14 Oct 2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing Shreshth Tuli S. Gill Minxian Xu Peter Garraghan Rami Bahsoon ... R. Sakellariou Omer F. Rana Rajkumar Buyya G. Casale N. Jennings 9 68 0 11 Oct 2021
Link Scheduling using Graph Neural Networks Zhongyuan Zhao Gunjan Verma Chirag R. Rao A. Swami Santiago Segarra GNN 24 33 0 12 Sep 2021
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 132 285 0 01 May 2018