federated

简明释义

英[ˈfedəreɪtɪd]美[ˈfedəreɪtɪd]

adj. 联邦的；联合的；结成同盟的

vi. 结成同盟；按联邦制组织起来（federate 的过去式过去分词）

英英释义

单词用法

同义词

反义词

例句

1.The federated server needs to perform this operation locally.

联邦服务器需要在本地执行该操作。

2.Are federated procedures really necessary?

联邦过程真的是必要的吗？

3.However, this article focuses on its federated data services.

不过，本文主要讨论联邦数据服务。

4.Integration of external resources using the new federated content component.

使用新的联邦内容组件集成外部资源。

5.Federated procedures only return the first result set.

联邦过程只返回第一个结果集。

6.Asynchrony can significantly improve the performance of federated queries.

异步可以显著提高联邦查询的性能。

7.The configured user repository must be federated repositories.

所配置的用户存储库必须为联合存储库。

8.The company adopted a federated 联邦的 model to allow different departments to manage their own budgets.

公司采用了一个联邦的模型，允许不同部门自行管理预算。

9.In a federated 联邦的 system, each member state retains a degree of autonomy.

在一个联邦的系统中，每个成员州保留一定程度的自主权。

10.The research team is using federated 联邦的 learning to train models without sharing sensitive data.

研究团队正在使用联邦的学习来训练模型，而无需共享敏感数据。

11.The federated 联邦的 architecture allows for better scalability in cloud computing.

这种联邦的架构在云计算中允许更好的可扩展性。

12.They implemented a federated 联邦的 identity management system to enhance security across platforms.

他们实施了一个联邦的身份管理系统，以增强跨平台的安全性。

作文

In the modern world, the concept of a federated system has become increasingly relevant, especially in the context of technology and governance. A federated structure refers to an organization or system that is composed of several autonomous entities that work together while maintaining their independence. This model can be observed in various sectors, including political systems, cloud computing, and social networks. Understanding the implications of a federated approach can help us navigate the complexities of collaboration and governance in today's interconnected society. One of the most prominent examples of a federated system is the United States government, which operates under a federal structure. In this system, power is divided between the national government and individual state governments, allowing each state to maintain its own laws and regulations while still being part of a larger national framework. This balance of power enables states to address local issues effectively while contributing to the overall governance of the country. The federated nature of the U.S. government exemplifies how diverse entities can collaborate while preserving their unique identities and autonomy. In the realm of technology, federated learning has emerged as a groundbreaking approach to machine learning. Unlike traditional methods that require centralized data collection, federated learning allows algorithms to be trained across multiple devices or servers that hold local data samples. This means that sensitive information remains on individual devices, enhancing privacy and security. By utilizing a federated learning model, organizations can benefit from collective intelligence without compromising user data, making it a compelling solution for industries such as healthcare and finance where data privacy is paramount. Social networks have also adopted federated principles to create more decentralized platforms. For instance, Mastodon is a federated social network that allows users to host their own servers while still being able to interact with users on other servers. This decentralization fosters a diverse range of communities and reduces the control that any single entity has over the entire network. As users become more concerned about data privacy and censorship, federated networks offer an alternative that aligns with the values of user autonomy and freedom of expression. The advantages of a federated system are numerous, including increased resilience, flexibility, and innovation. By allowing individual entities to operate independently, a federated structure encourages experimentation and adaptation to local contexts. This can lead to more effective solutions that are tailored to specific needs, as opposed to a one-size-fits-all approach. Moreover, in times of crisis, federated systems can be more resilient, as the failure of one entity does not necessarily jeopardize the entire system. However, the federated model is not without its challenges. Coordination among autonomous entities can be complex, and ensuring consistent standards and practices may require significant effort. Additionally, there may be conflicts of interest among the different entities involved, which can hinder collaboration. To mitigate these challenges, clear communication and shared goals are essential for a successful federated system. In conclusion, the concept of a federated system offers valuable insights into how we can structure our societies, technologies, and organizations in a way that promotes collaboration while respecting autonomy. Whether in governance, technology, or social interactions, embracing a federated approach can lead to innovative solutions and a more inclusive environment. As we continue to face global challenges, understanding and implementing federated systems may be key to fostering cooperation and resilience in an increasingly complex world.

在现代世界中，federated 系统的概念变得越来越相关，特别是在技术和治理的背景下。federated 结构指的是一个由多个自主实体组成的组织或系统，这些实体在保持独立性的同时共同工作。这个模型可以在各个领域中观察到，包括政治系统、云计算和社交网络。理解 federated 方法的含义可以帮助我们在当今互联社会中驾驭合作和治理的复杂性。 一个最显著的 federated 系统的例子是美国政府，它在联邦结构下运作。在这个系统中，权力在国家政府和各州政府之间分配，使每个州能够维持自己的法律和法规，同时仍然是更大国家框架的一部分。这种权力的平衡使各州能够有效地解决地方问题，同时为国家的整体治理做出贡献。美国政府的 federated 性质示范了多样化实体如何在保留其独特身份和自治权的同时进行合作。 在技术领域，federated 学习作为一种突破性的机器学习方法应运而生。与需要集中数据收集的传统方法不同，federated 学习允许算法在持有本地数据样本的多个设备或服务器上进行训练。这意味着敏感信息保持在个人设备上，从而增强隐私和安全性。通过利用 federated 学习模型，组织可以在不妨碍用户数据的情况下受益于集体智慧，使其成为医疗保健和金融等对数据隐私至关重要的行业的一个引人注目的解决方案。 社交网络也采用了 federated 原则来创建更去中心化的平台。例如，Mastodon 是一个 federated 社交网络，允许用户托管自己的服务器，同时仍然能够与其他服务器上的用户互动。这种去中心化促进了多样化社区的形成，并减少了任何单一实体对整个网络的控制。随着用户对数据隐私和审查的关注加剧，federated 网络提供了一种与用户自治和言论自由价值观相一致的替代方案。 federated 系统的优势众多，包括增强的韧性、灵活性和创新性。通过允许各个实体独立运作，federated 结构鼓励实验和适应当地环境。这可以导致更有效的解决方案，针对特定需求量身定制，而不是采用一刀切的方法。此外，在危机时期，federated 系统可能更具韧性，因为一个实体的失败不会必然危及整个系统。 然而，federated 模型并非没有挑战。自主实体之间的协调可能很复杂，确保一致的标准和实践可能需要大量的努力。此外，各个实体之间可能存在利益冲突，这可能会阻碍合作。为了减轻这些挑战，明确的沟通和共同的目标对成功的 federated 系统至关重要。 总之，federated 系统的概念为我们如何构建社会、技术和组织提供了有价值的见解，促进合作的同时尊重自治。无论是在治理、技术还是社会互动中，接受 federated 方法都可以导致创新解决方案和更具包容性的环境。随着我们继续面临全球挑战，理解和实施 federated 系统可能是促进合作和韧性的关键，尤其是在日益复杂的世界中。