give me a title about a proposal introduce the video game death stranding it need to include its theme and it should follow the MLA format

"The Stranded Society: Exploring the Themes of Isolation and Connection in Death Stranding" (MLA format: "The Stranded Society: Exploring the Themes of Isolation and Connection in Death Stranding." )

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In this proposal, LAG is defined as a simple container for a group of the SAI ports. The LAG object only manages its port membership. All its member port attributes such as MTU, default VLAN are managed individually. The SAI applications need to be aware of the LAG membership and is responsible to keep a consistent view across all its member port attributes, for example all member ports should have same MTU and same default VLAN.这段话怎么理解

这段话是关于LAG（Link Aggregation Group）的定义和管理方式的说明。LAG被定义为一个简单的容器，用于管理一组SAI端口。LAG对象仅管理其端口成员资格，而其成员端口属性（如MTU，默认VLAN）则独立管理。SAI应用程序需要知道LAG成员资格，并负责保持所有成员端口属性的一致视图，例如所有成员端口应具有相同的MTU和相同的默认VLAN。简单来说，LAG是一组端口的集合，管理其成员资格，但不影响其成员端口各自的属性，应用程序需要保持各个成员端口的属性一致。

Suppose you are working for a fund management company. Knowing that you have learned machine learning, your boss has asked you to write “A Proposal To apply Machine Learning to Algorithmic Trading”. If your proposal is successful, your boss will allow you to lead a team. Therefore, you must explain clearly what you want to achieve with machine learning. What would the company be able to achieve if your proposal is supported? You should explain what support you need from the company. For example, what data must the company acquire? What expertise do you need in your team? To manage expectations, you should clearly state the limitations of your proposed project.

如果您的提案被支持，公司可以实现以下目标：1）使用机器学习技术增强算法交易系统，改善交易精度和收益；2）收集、整理和准备相关数据，例如股票价格、市场情绪、技术指标等；3）招募有专业知识的团队成员，以实现机器学习的应用，例如数据分析师、模型开发工程师和算法交易人员；4）建立一个有效的测试环境，以确保模型的可靠性和可操作性；5）定期评估模型和算法交易系统的性能，以及其对市场变化的适应能力。此外，需要指出的是，尽管机器学习可以极大地提高算法交易的精度和收益，但仍然存在技术和市场风险，这些风险需要适当的风险控制策略来有效降低。