End-to-end simulation of 5G mmWave networks

M Mezzavilla, M Zhang, M Polese… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Due to its potential for multi-gigabit and low latency wireless links, millimeter wave
(mmWave) technology is expected to play a central role in 5th generation (5G) cellular …

Ns-3 meets openai gym: The playground for machine learning in networking research

P Gawłowicz, A Zubow - Proceedings of the 22nd International ACM …, 2019 - dl.acm.org
Recently, we have seen a boom of attempts to improve the operation of networking protocols
using machine learning techniques. The proposed reinforcement learning (RL) based …

An E2E simulator for 5G NR networks

N Patriciello, S Lagen, B Bojovic, L Giupponi - … Modelling Practice and …, 2019 - Elsevier
As the specification of the new 5G NR standard proceeds inside 3GPP, the availability of a
versatile, full-stack, End-To-End (E2E), and open source simulator becomes a necessity to …

Challenges on the way of implementing TCP over 5G networks

R Poorzare, AC Augé - IEEE access, 2020 - ieeexplore.ieee.org
5G cellular communication, especially with its hugely available bandwidth provided by
millimeter-wave, is a promising technology to fulfill the coming high demand for vast data …

ns3-gym: Extending openai gym for networking research

P Gawłowicz, A Zubow - arxiv preprint arxiv:1810.03943, 2018 - arxiv.org
OpenAI Gym is a toolkit for reinforcement learning (RL) research. It includes a large number
of well-known problems that expose a common interface allowing to directly compare the …

TCP in 5G mmWave networks: Link level retransmissions and MP-TCP

M Polese, R Jana, M Zorzi - 2017 IEEE Conference on …, 2017 - ieeexplore.ieee.org
MmWave communications, one of the cornerstones of future 5G mobile networks, are
characterized at the same time by a potential multi-gigabit capacity and by a very dynamic …

A simulation model for analysis of attacks on the bitcoin peer-to-peer network

T Neudecker, P Andelfinger… - 2015 IFIP/IEEE …, 2015 - ieeexplore.ieee.org
We present a simulation model of the Bitcoin peer-to-peer network, a widely deployed
distributed electronic currency system. The model enables evaluations of the feasibility and …

TCP CUBIC versus BBR on the Highway

F Li, JW Chung, X Jiang, M Claypool - Passive and Active Measurement …, 2018 - Springer
Abstract 4G Long Term Evolution (LTE) networks present new features of high capacities
together with end-user mobility. These challenges have led to a gap in the understanding of …

Toward the implementation of MPTCP over mmWave 5G and beyond: Analysis, challenges, and solutions

R Poorzare, OP Waldhorst - IEEE Access, 2023 - ieeexplore.ieee.org
5G and beyond 5G networks are going to be an inseparable part of human lives in the
future. They will dominate any aspects of everyday activities from smart homes, remote …

[HTML][HTML] Performance evaluation of MPTCP on simultaneous use of 5G and 4G networks

I Mahmud, T Lubna, YZ Cho - Sensors, 2022 - mdpi.com
The 5G cellular network comes with a promise to provide a very high data rate at low
latency, which is becoming critical for advancing technologies. Mobile operators are …