611 citations
- Aalborg UniversityDK1 paper
- BT Group (United Kingdom)GB1 paper
- Carnegie Mellon UniversityUS1 paper
- Centre for Ultrahigh Bandwidth Devices for Optical SystemsAU1 paper
- Chalmers University of TechnologySE1 paper
- Ciena (Canada)CA1 paper
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE1 paper
- Huawei Technologies (France)FR1 paper
- Indian Institute of Technology DelhiIN1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Institut National des Sciences Appliquées de LyonFR1 paper
- KIOS Research and Innovation Center of ExcellenceCY1 paper
9 papers
Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks
Tania Panayiotou, Giannis Savva, Ioannis Tomkos +1
Dynamic network slicing has emerged as a promising and fundamental framework for meeting 5G's diverse use cases. As machine learning (ML) is expected to play a pivotal role in the…
A Parallel/Distributed Algorithmic Framework for Mining All Quantitative Association Rules
Ioannis T. Christou, Emmanouil Amolochitis, Zheng-Hua Tan
We present QARMA, an efficient novel parallel algorithm for mining all Quantitative Association Rules in large multidimensional datasets where items are required to have at least a…
Robust measurement-based buffer overflow probability estimators for QoS provisioning and traffic anomaly prediction applicationm
Spyridon Vassilaras, Ioannis Ch. Paschalidis
Suitable estimators for a class of Large Deviation approximations of rare event probabilities based on sample realizations of random processes have been proposed in our earlier wor…
Advanced Coordinated Beamforming for the Downlink of Future LTE Cellular Networks
George C. Alexandropoulos, Paul Ferrand, Jean-Marie Gorce +1
Modern cellular networks in traditional frequency bands are notoriously interference-limited especially in urban areas, where base stations are deployed in close proximity to one a…
Quantum Communication
Nicolas Gisin
Quantum Communication is the art of transferring an unknown quantum state from one location, Alice, to a distant one, Bob. This is a non-trivial task because of the quantum no-clon…
Precoding for Multiuser MIMO Systems with Single-Fed Parasitic Antenna Arrays
George C. Alexandropoulos, Vlasis I. Barousis, Constantinos B. Papadias
Transmitter (TX) cooperation at various levels has been shown to increase the sum throughput of multiuser multiple-input multiple-output (MIMO) systems. In this paper we consider a…