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a-deep-rl-approach-for-sdn-routing-optimization

A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization

adaptive-resource-provision-for-cloud

Online Bin Packing Algorithm Used for Cloud Resource Allocation

aliyun_schedule_semi

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

cloud-based-virtualization-orchestration-layer

Built a fabric that can coordinate the provisioning of compute resources by negotiating with a set of Hypervisors running across physical servers in the data center. Implemented Resource Discovery,Resource Allocation and REST API Server. Implemented the entire life cycle of creating,destroying and querying the Virtual Machine.

cloudsimpy

CloudSimPy: Datacenter job scheduling simulation framework

clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

docker-installer

Docker offline installer (Docker离线安装包)

driving-with-llms

PyTorch implementation for the paper "Driving with LLMs: Fusing Object-Level Vector Modality for Explainable Autonomous Driving"

fingpt

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

fluidmem

Open memory disaggregation

legoos

Disseminated, Distributed OS for Hardware Resource Disaggregation

linux-l4fame

Linux kernel with changes for Fabric Attached Memory

midaspy

Python package for missing-data imputation with deep learning

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mininet-flow-generator

Mininet Flow Generator

ml-based-lb-ryu

Machine Learning based Load Balancing with RYU OpenFlow Controller

mpls_based_sfc_deployment

MPLS based Service Chain Deployment Using Ryu controller and mininet

multipath

Multipath routing with Ryu and Pyretic SDN Controllers

nsga2vmhdfs

NSGA-II implemetation for the elaboration included the research paper entitled "Multi-objective Optimization for Virtual Machine Allocation and Replica Placement in Virtualized Hadoop Architecture"

qos-aware-vm-allocation

Priority queuing and scheduling of VMs for QoS on OpenStack

reinforcement-learning-1

Modular implementations of reinforcement learning algorithms with PyTorch

rl-routing

sdn routing based on reinforcement learning

ryu

Li Cheng's self-defined Ryu.

sdn_ddos_simulation

An attempt to detect and prevent DDoS attacks using reinforcement learning. The simulation was done using Mininet.

sp3

Download and interpolate precise ephemeris

t-salloc

A simulator for virtual machine allocation and resource provisioning in clouds.