首页 CloudSimPy:CloudSimPy

CloudSimPy:CloudSimPy

上传者： 42123237 | 上传时间： 2022-11-02 16:27:31 | 文件大小： 1.92MB | 文件类型： ZIP
CloudSimPy 数据中心作业调度仿真框架 CloudSimPy 基于离散事件仿真框架 ，利用 Python 语言进行实现； Python 语言的科学计算、深度学习、机器学习生态相较于其他编程语言更加完善，CloudSimPy 可以与具有 Python 支持的深度学习框架（比如 TensorFlow，PyTorch）很好的结合，有助于研究基于机器学习或者深度学习的资源管理方法。 在 CloudSimPy/playground/Non_DAG/algorithm/DeepJS/DRL.py 中的基于深度强化学习的数据中心作业调度算法由 TensorFlow 进行实现，并在其 eager 模式下进行推断和训练。 CloudSimPy 作为数据中心作业调度仿真框架 CloudSimPy 包含两个 Python 包 core 和 playground。 Core core 对数据中心作业调度问

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