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Federated learning (also known as collaborative learning) is a machine learning technique focusing on settings in which multiple entities (often referred to as clients) collaboratively train a model while ensuring that their data remains decentralized. [1]
Federated Enterprise Architecture is a collective set of organizational architectures (as defined by the enterprise scope), operating collaboratively within the concept of federalism, in which governance is divided between a central authority and constituent units balancing organizational autonomy with enterprise needs.
A federated database system (FDBS) is a type of meta-database management system (DBMS), which transparently maps multiple autonomous database systems into a single federated database. The constituent databases are interconnected via a computer network and may be geographically decentralized.
Several models of website governance exist. Authors have focused on the content lifecycle; [13] primary components, such as people, process, and standards; [14] attributes, such as accountability, accessibility, participation across business areas, and standards; [15] and type of governance structure (centralized, decentralized, or federated).
integrative, [13] (or aggregative) federalization, [14] which encompasses several political processes, including: 1) transforming a confederation into a federation; 2) incorporating non-federated population(s) into an existing federation; or 3) integrating a non-federated population by creating a new or revised federation.
The raging debate between decentralized and centralized cryptocurrency exchanges regarding which type better serves the public is still being hotly contested.
Decentralised systems are intricately linked to the idea of self-organisation—a phenomenon in which local interactions between components of a system establish order and coordination to achieve global goals without a central commanding influence.
Decentralized computing is the allocation of resources, both hardware and software, to each individual workstation, or office location. In contrast, centralized computing exists when the majority of functions are carried out, or obtained from a remote centralized location. Decentralized computing is a trend in modern-day business environments.