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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cloudsimpy

CloudSimPy: Datacenter job scheduling simulation framework

cloudworkflowsimulator

cluster-data

Borg cluster traces from Google

cluster-scheduler-simulator

Automatically exported from code.google.com/p/cluster-scheduler-simulator

clusterdata

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

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

deep-rl

Collection of Deep Reinforcement Learning algorithms

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

dispel4py_workflows

This repository is dedicated to store different workflows that we have done for different scientific communities ( e.g., Seismologists, Astrophysics, etc) .

dockercomp

Dockerized Distributed Computing prototype for Docker Global hackathon and DoraHacks

edgek8s-codelab

Generated source for the Edge + Kubernetes codelab

graph-based-nn

Graph Convolutional Networks (GCNs)

ipc-graph-data

IPC: A Graph Data Set Compiled from International Planning Competitions

kubeedge

Kubernetes Native Edge Computing Framework (project under CNCF)

lassoadmm

Source code for our paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

linalg

常用线性代数算法的python实现。包括lu、svd、qr、diagonalization、inv、pinv、lstsq、solve Ax、solve nullspace

model-predictive-control

Udacity Self-Driving Car Engineer Nanodegree. Project: Model Predictive Control

parnmpc

A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)

pensieve

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-madrl

PyTorch implementations of various DRL algorithms for both single agent and multi-agent.

state_space_model_of_a_high_dimension_system

Used in paper: Workflow-based Fast Data-driven Predictive Control with Disturbance Observer in Cloud-edge Collaborative Architecture

swim

Statistical Workload Injector for MapReduce - Project at UC Berkeley AMP Lab

workflowgenerator

Synthetic workflow generators