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Name: Charles Ssengonzi
Type: User
Company: Ericsson
Bio: Educ: MSc Eng, MBA, CCNA, MCSE Research interests: Multi Objective Optimization , AI/ML application in 5G/6G systems
Location: South Africa
Blog: www.ericsson.com
Name: Charles Ssengonzi
Type: User
Company: Ericsson
Bio: Educ: MSc Eng, MBA, CCNA, MCSE Research interests: Multi Objective Optimization , AI/ML application in 5G/6G systems
Location: South Africa
Blog: www.ericsson.com
Machine Learning Methods in 5G systems
Source Codes for: DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing
Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
Deep reinforcement learning for REsource Allocation in streaM processing
Config files for my GitHub profile.
Simulation of multiple femtocell network, modeling interference and resource allocations
Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"
Multi-Agent Distributed Adaptive Resource Allocation
Flexible resource allocation for edge cloud computing with reinforcement learning
Game Theory Based Distributed Resource Allocation in Communication Networks
Resource Allocation for LTE/5G networks with NS3
Implementation of PSO, GA, DE, PSO_TVAC, APSO
Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks
A resource allocation application using machine learning technique assisted by cloud computing implemented in Python
intial version
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).
J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEEE GLOBECOM 2019.
This is the source code using deep Q learning for calculate UAV resource allocation
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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An Open Source Machine Learning Framework for Everyone
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Bring data to life with SVG, Canvas and HTML. 📊📈🎉
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Some thing interesting about visualization, use data art
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Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
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Data-Driven Documents codes.
China tencent open source team.