resource-allocation
There are 6 repositories under resource-allocation topic.
- timefold-solver
TimefoldAI / timefold-solver
The open source AI solver. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems
Language:Java 651 davidtw0320 / Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
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
Language:Python 288neardws / Game-Theoretic-Deep-Reinforcement-Learning
Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JSA 2022.
Language:Python 179- timefold-quickstarts
Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems
Language:Java 146 - Language:Go 94
- Language:Python 89
jetnew / COVID-Resource-Allocation-Simulator
Agent-based modelling for resource allocation in viral crises to investigate resource allocation and policy interventions with respect to transmission rate.
Language:Python 63tpaviot / ProcessScheduler
A Python package for automatic and optimized resource scheduling
Language:Jupyter Notebook 54CN-UPB / ml-for-resource-allocation
Machine Learning for Dynamic Resource Allocation in Network Function Virtualization
Language:Jupyter Notebook 48willyfh / uav-trajectory-planning
The first unofficial implementation of a paper with the title of "UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices" (IEEE Transactions on Wireless Communications 2019)
Language:MATLAB 43xushushu231 / The-JUAD-resource-allocation-for-D2D-in-a-FDD-cellular-network
WCSP：（1）Joint Uplink and Downlink Resource Allocation for D2D Communications Underlying Cellular Networks
Language:MATLAB 40Tjyy-1223 / Collaborative-Inference-Work-Summary
云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary
MilesCranmer / gnn_resource_allocation
Code for our paper on doing resource allocation with graph neural networks
Language:Python 25adarshX / Reinforcement-learning-in-Comm-theory
Project regarding Resource allocation using RL
Language:Python 19- Language:Java 17
paulchen2713 / NOMA_DQN
(Caveats! Dirty Code!!) Solving some Non-Orthogonal Multiple Access (NOMA) resource allocation problem, allocating Tx power properly at downlink to maximize the sum rate, by using DQN
Language:Python 16- IoT-MABLanguage:Python 16
8tiqa / constraint-optimization-solver
Desktop App for constraint optimization of linear programming problems
Language:C# 14tareq-si-salem / Online-Multi-Agent-Cache-Networks
Simulator of experiments presented in "Enabling Long-term Fairness in Dynamic Resource Allocation", ACM SIGMETRICS 2023.
Language:Python 10sustainable-computing / deadline-aware-fair-scheduling
A Deadline-Aware, Incentive-Compatible and Proportionally-Fair Mechanism for EV Charging in Distribution Grids
Language:Python 9trinhudo / Stochastic-MEC
Joint Task Offloading and Radio Resource Management in Stochastic MEC Systems, IEEE Transactions on Communications, 2024
Language:MATLAB 9hassaanhashmi / pd_zdpg_plus
Code for IEEE MLSP 2021 paper titled "Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration"
Language:Python 8salar96 / MEP-Orthogonal-NMF
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
Language:Python 7sansastra / WDM-PON
A Java-based simulator for wavelength division multiplexed or orthogonal frequency division multiplexed passive optical networks.
Language:Java 7- Language:Java 5
madhurchhajed / Bankers-Algorithm-Implementation
Banker’s Algorithm is a resource allocation and deadlock avoidance algorithm.
Language:C 5Attempt to reimplement the VTC2023-Spring 'Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications' paper
Language:Python 5CasuallyClued / 6G-Resource-Allocation-MILP
A set of mixed-integer linear programs designed to reduce the CO2 emissions of a simulated 6G cloud-fog network architecture. Designed in AMPL.
Language:AMPL 4DeathkillerAnk / Operating-System-Algorithms
Operating System Algorithms in C++
Language:C++ 4kachark / FormFlight
Simulation framework for autonomous vehicle formation and assignment
Language:Python 4mohammadataei93 / genetic-algorithm-for-resource-allocation
implementing a genetic algorithm for resource allocation
Language:Python 4RamyMo / CloudDefrag
Virtual Network Functions Chains placement optimization taking into account Resource Fragmentation and Defragmentation in the Cloud.
Language:Python 4- Language:C++ 3
ImMohammadHosseini / Knapsack-problem
solving knapsack problem using Ant Colony Optimization (ACO) algorithm
Language:Python 3- Animal-Human-Cohabitation
Building an early warning system which detects wild animals near the road/rail with the help of wireless sensor networks and alerts passing vehicles of possible animal crossing.
Language:Python 3 Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.
Language:MATLAB 3
