Xiaomin-Li / HPC_project
Workload analysis on Alibaba Cluster Trace
☆7Updated 5 years ago
Alternatives and similar repositories for HPC_project:
Users that are interested in HPC_project are comparing it to the libraries listed below
- Through this project we have comprehensively evaluated 10 workload predictors and determined which predictor works the best for Alibaba C…☆12Updated 6 years ago
- 📉 Alibaba cluster analysis☆15Updated 6 years ago
- Many companies are utilizing the cloud for their day to day activities. Many big cloud service providers like AWS, Microsoft Azure have b…☆19Updated 4 years ago
- By learning and using prediction for failures, it is one of the important steps to improve the reliability of the cloud computing system.…☆12Updated last year
- ☆12Updated 7 years ago
- Autonomous management of Cloudsim Plus environment with use of DQN☆8Updated 6 years ago
- 基于强化学习的云计算虚拟机放置☆17Updated 5 years ago
- VM Workload Predictor☆21Updated 7 years ago
- Resource Management with DeepRL using TF Agents☆12Updated 4 years ago
- Code used for research paper, "Using LSTM and SARIMA Models to Forecast Cluster CPU Usage" for the Stanford CS 229 Machine Learning Cours…☆18Updated 4 years ago
- Deep reinforcement learning for resource managment and job schedule. it is inspired by deeprm model and I will implement for in practica…☆12Updated 5 years ago
- ☆11Updated last month
- [TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments☆111Updated 2 years ago
- Many companies are utilizing the cloud for their day to day activities. Many big cloud service providers like AWS, Microsoft Azure have b…☆10Updated 2 years ago
- PBScaler: A Bottleneck-aware Autoscaling Framework for Microservice-based Applications☆23Updated 3 months ago
- host load prediction with Long Short-Term Memory in cloud computing☆37Updated 8 years ago
- Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud …☆36Updated 5 years ago
- A set of CPU utilization traces from PlanetLab VMs collected during 10 random days in March and April 2011☆27Updated 12 years ago
- Hybrid of Particle Swarm Optimization and Genetic Algorithm-based Heuristic for Scheduling Workflow Applications in Cloud Computing Enviro…☆18Updated 6 years ago
- use lstm&svr to predict the network traffic☆41Updated 3 years ago
- Zuox99 / Deep-Reinforcement-Learning-Based-Resource-Provisioning-and-Task-Scheduling-for-Cloud-Service-ProvidProject: Deep Reinforcement Learning Based Resource Provisioning and Task Scheduling for Cloud Service Providers☆55Updated 4 years ago
- RLScheduler: An AutomatedHPC Batch Job Scheduler Using Reinforcement Learning [SC'20]☆56Updated last year
- Implement job scheduling based on REINFORCE and Graph Embedding.☆18Updated 4 years ago
- 联邦学习预测节点流量☆11Updated 4 years ago
- Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.☆15Updated last year
- 蚁群算法相关 ，cloudsim和workflowsim的源码☆54Updated 8 years ago
- These are the implementations of two service placement algorithms for fog computing in python 2.7. One is an ILP-based algorithm and the …☆25Updated 2 years ago
- Implementation of RL in the cloud for energy minimization due to migration and excess power consumption.☆28Updated last year
- ☆44Updated 4 years ago
- Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing☆80Updated 4 years ago