Avuthu Avinash's repositories
Cognitive-Radio-Network
The project was developed under the GNU Radio platform and CRTS 'Cognitive Radio Test System under CORNET Testbed to demonstrate a simplified version of Cognitive Cycle.]
gr-ieee802-11
IEEE 802.11 a/g/p Transceiver
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ML_for_SS_in_4G_5G
This repository contains all the code files used to complete the capstone project "Machine Learning for Improved Spectrum Sensing in 4G/5G Cognitive Radio Networks"
click
The Click modular router: fast modular packet processing and analysis
Computer-Networks
Computer Networks Lab tasks implemented on various network platforms including socket programming, Cisco packet tracer, Wireshark, and Nmap.
CSN361
computer network laboratory assignments
Deep-Reinforcement-Learning-for-5G-Networks
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
easyFL
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).
Fed-CDP
code for ICDCS2021 Gradient-Leakage Resilient Federated Learning
fed_iot_guard
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
FedAdapt
Adaptive Offloading of Federated Learning on IoT Devices
federated-learning-iot
A multilevel approach of applying federated learning to large-scale (IoT-based) system, e.g. Smart Cities, etc.
FederatedLearning
Federated Learning Demo in Python using Socket Programming
FedML-IoT
FedML-IoT: Federated Learning on IoT Devices (supported by FedML framework)
gr-ieee802-15-4
IEEE 802.15.4 ZigBee Transceiver
HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
markovify
A simple, extensible Markov chain generator.
ML_Markov_Modelling
Markov Modelling for Wireless Channel + Node 'State' based simulations
ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
PerCom2021-FL
Federated_learning codes used for the the paper "Evaluation of Federated Learning Aggregation Algorithms" and "A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison"
PyDTMC
A framework for discrete-time Markov chains analysis.
Socket-Programming-in-C
This assignment was a part of Computer Networks course.
toll-plazas-india
Dataset of highway toll collection centers published by the NHAI, updated monthly.
whitefield
Whitefield provides a simulation environment for wireless sensor networks by combining RF simulation provided by NS3 and network stack provided by popular IoT OSes such as Contiki/RIOT/OpenThread.
Wifi-hotspot-detection
Wifi hotspot detection based on power measurements from sensors. Network modelled as a Markov chain
Wireless-Signal-Strength-on-2.4GHz-WSS24-dataset
A Dataset For RSSI Analysis