Pinned Repositories
main
DAEMON: Network intelligence for aDAptive and sElf-Learning MObile Networks
LossLeaP
Loss Learning Predictor for regression problems
wowmom22_tes-rnn
TES-RNN Model used in "Forecasting for Network Management with Joint Statistical Modelling and Machine Learning" paper published in 2022 IEEE 23rd International Symposium on "A World of Wireless, Mobile and Multimedia Networks (WoWMoM)"
tc_spectrum
This repository contains the code the can be used to reproduce the results in the paper: "A General Approach for Traffic Classification in Wireless Networks using Deep Learning".
srsRAN_4G
Open source SDR 4G software suite from Software Radio Systems (SRS) https://docs.srsran.com/projects/4g
srsLTE
Open source SDR LTE software suite from Software Radio Systems (SRS)
SPLC22
DATA: Quality-aware Analysis and Optimisation of Virtual Network Functions
risk_aware_contextual_bandit
Source code of the paper: Risk-Aware Continuous Control with Neural Contextual Bandits published in the proceedings of AAAI'24.
RIS-Power-Measurements-Dataset
Dataset containing the power measurements carried out in the anechoic chamber of TU Darmstadt.
Nemo_tool
Nemo is a tool to transform Numerical Feature Models into a CNF DIMACS file by means of Bit-Blasting
H2020 DAEMON's Repositories
h2020daemon/CloudRic-Artifacts
loudRIC is a system that meets specific reliability targets in 5G FEC processing while sharing pools of heterogeneous processors among DUs, which leads to more cost- and energy-efficient vRANs.
h2020daemon/CloudRIC
CloudRIC is a system that meets specific reliability targets in 5G FEC processing while sharing pools of heterogeneous processors among DUs, which leads to more cost- and energy-efficient vRANs
h2020daemon/risk_aware_contextual_bandit
Source code of the paper: Risk-Aware Continuous Control with Neural Contextual Bandits published in the proceedings of AAAI'24.
h2020daemon/SPLC22
DATA: Quality-aware Analysis and Optimisation of Virtual Network Functions
h2020daemon/kansaas
KaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices
h2020daemon/srsRAN_4G
Open source SDR 4G software suite from Software Radio Systems (SRS) https://docs.srsran.com/projects/4g
h2020daemon/k8s-open5gs
Kubernetes version of Open5Gs
h2020daemon/RIS-Power-Measurements-Dataset
Dataset containing the power measurements carried out in the anechoic chamber of TU Darmstadt.
h2020daemon/Flowrest
Flowrest: in-switch flow-level classification with random forests
h2020daemon/AutoManager
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
h2020daemon/Nemo2_tool
Nemo2 is a tool to Model and Transform by Bit-Blasting Numerical Feature Models into different Propositional Formulas and Universal Variability Language (UVL) Models
h2020daemon/Henna
Henna: Hierarchical Machine Learning Inference in Programmable Switches
h2020daemon/Nemo_tool
Nemo is a tool to transform Numerical Feature Models into a CNF DIMACS file by means of Bit-Blasting
h2020daemon/wowmom22_tes-rnn
TES-RNN Model used in "Forecasting for Network Management with Joint Statistical Modelling and Machine Learning" paper published in 2022 IEEE 23rd International Symposium on "A World of Wireless, Mobile and Multimedia Networks (WoWMoM)"
h2020daemon/LossLeaP
Loss Learning Predictor for regression problems
h2020daemon/tc_spectrum
This repository contains the code the can be used to reproduce the results in the paper: "A General Approach for Traffic Classification in Wireless Networks using Deep Learning".
h2020daemon/srsLTE
Open source SDR LTE software suite from Software Radio Systems (SRS)
h2020daemon/constrained_bayes_opt
Energy-driven joint vRAN & edge service orchestration (D4.2, Section 2.4)
h2020daemon/energy_edge_AI_dataset
h2020daemon/contextual_bayesian_optimization
Bayesian online learning
h2020daemon/main
DAEMON: Network intelligence for aDAptive and sElf-Learning MObile Networks