How to Use federated in a Sentence

federated

adjective

• The model weights are hashed and put on a federated ledger at each training step.
  — Vipin Bharathan, Forbes, 25 Feb. 2025
• One approach that may quell these fears is a model called federated blockchain governance.
  — Gary Skuse, The Conversation, 28 Apr. 2026
• Instead, anyone can launch a Mastodon server in their home and connect it to others to create a federated social network.
  — Michael Kan, PCMAG, 26 July 2023
• Don’t give free access just based on the fact that someone is authenticated with a username and password or some federated or social login.
  — Ido Safruti, Forbes, 17 Mar. 2022
• That might be good news for Mastodon, another Twitter wannabe and one of the few social networks to embrace a federated model.
  — Hiawatha Bray, BostonGlobe.com, 7 July 2023
• What’s uncertain is how the federated social network, if it were adopted under Musk, will function in practice.
  — WIRED, 2 Nov. 2022
• That makes this a Gmail-proprietary feature, which is a problem for federated emails that are expected to work with a million different clients and providers.
  — Ron Amadeo, Ars Technica, 4 Oct. 2023
• Meeting people on a federated network of many separate servers with many separate databases is trickier.
  — IEEE Spectrum, 31 May 2011
• Another fun quirk of federated media is that, even if you’re logged in to Mastodon on your own instance, you are not logged in on any of the others in a way that does not make sense if you’re not used to it.
  — Nathan Edwards, The Verge, 21 Sep. 2023
• The result is that the leaders in federated learning are the existing large technology companies.
  — Jeff Wong, Forbes, 4 Aug. 2022
• The breadth of expertise and knowledge presented in a collective, yet federated, model would better inform the consumers on the potential risk of their software.
  — Vincent Danen, Forbes, 24 Oct. 2024
• These systems tend to be decentralized, and if there is no way to do a scalable, federated search, analysts are tasked with looking for data in each individual location.
  — Alex Lanstein, Forbes.com, 4 Aug. 2025
• Consider adopting federated or on-device models.
  — Expert Panel®, Forbes.com, 12 Feb. 2026
• The momentum coincided with a broader wave of decentralization in tech, from the blockchain boom to federated networks like Mastodon and Bluesky.
  — Julian Lucas, New Yorker, 29 Sep. 2025
• For one the experience is less immediately intuitive to a centralized platform due to its federated nature.
  — Christiaan Hetzner, Fortune, 8 Nov. 2022
• The three countries instead proposed a federated state of Palestine, which would have kept the territory as a single state but with Arab and Jewish cantons.
  — Miranda Jeyaretnam, Time, 21 May 2025
• The company said its new technology, called federated learning of cohorts, will track people in cohorts and leaves individuals anonymous.
  — Fortune, 4 Mar. 2021
• Fluid learning tackles long training times by introducing an infrastructure-free federated learning scheme.
  — Neetika Walter, Interesting Engineering, 24 Dec. 2025
• Beutel said Flower plans to use the new venture funding to expand awareness of federated learning, grow the number of developers using Flower, and add staff.
  — Jeremy Kahn, Fortune, 15 Feb. 2024
• Many businesses can find a balance by working within a federated model in which a core group of experts works at the center while project teams work within decentralized divisions to stay on top of day-to-day business demands.
  — Arvind Prabhakar, Forbes, 15 June 2022
• The summit featured dozens of educational sessions, including pre-recorded videos, live sessions, and empowerment for federated teams.
  — Randy Bean, Forbes, 6 Oct. 2024
• Researchers hope to use a federated learning approach to train future crop-yield models, which would allow the training to update a global model while keeping different sources of data isolated from one another.
  — IEEE Spectrum, 10 July 2023
• By pooling their bitcoin holdings, communities can form a federated mint, operating on collective consensus.
  — Susie Violet Ward, Forbes, 14 Feb. 2024
• Organizations may choose to use a federated center of excellence (CoE) approach where a committee or team will lead automation efforts.
  — Jakob Freund, Forbes, 12 Mar. 2025
• Also, the federated approach reduces the need for extensive data movement, enhances data governance and provides faster, real-time access to information.
  — Rajiv Shesh, Forbes.com, 18 July 2025
• As a federated network, Mastodon let people set up their own servers, which functioned as independent but interconnected communities within the larger network.
  — Adam Clark Estes, Vox, 7 Dec. 2018
• Choice, interoperability, and the chance to invent your own networking experience are what federated networks such the Diaspora pods are all about.
  — IEEE Spectrum, 31 May 2011
• To govern this, Wasserman has built a federated model—a central team setting strategy and handling advanced applications, paired with resources embedded in each business segment.
  — Sheryl Estrada, Fortune, 24 Apr. 2026
• Using an approach to data privacy called federated learning, Lilly or other companies using TuneLab won't see anyone else's data.
  — Morgan Chittum,kevin Stankiewicz,jeff Marks, CNBC, 9 Sep. 2025
• Tech leaders are turning to privacy-preserving techniques such as federated learning, homomorphic encryption and zero-trust networking to safeguard both data and models.
  — Anuj Tyagi, Forbes.com, 16 May 2025