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The Complete User Guide for Oct
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Technical Write-Ups
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Technical Write-Ups
3 minutes
Early Stopping Strategies for FL
Explore early stopping, why it is important, and its practical implementations for federated learning.
Technical Write-Ups
3 minutes
Tips for Time Series Data Splitting in FL
Ensure robust models by preserving chronological order and sequences when splitting time series data in OctaiPipe.
Case Studies
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Case Studies
2 minutes
Improving Electro-Hydraulic Pump Prediction with Federated Edge AI
Find out how Domin Fluid Power reduced data transfer costs by 5x with OctaiPipe’s federated edge ai infrastructure.
Case Studies
2 minutes
Preventing Machine Stoppages in Real Time with Edge AI
Find out how CMBE reduced spoilage events, cut infrastructure costs, and increased revenue with OctaiPipe.
E-Books
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Ebook
10 minutes
Introducing FL-Ops: The Future for MLOps at the Edge
Unlock the power of intelligent, secure, and resilient AI for IoT systems with our comprehensive ebook packed with invaluable insights and practical strategies.
Ebook
9 minutes
Federated Learning for IoT: The Ultimate Guide
Federated machine learning is quickly becoming the new gold standard for addressing the security, efficiency, and scalability challenges of traditional machine learning. However, this cutting-edge
Whitepapers
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Whitepaper
12 minutes
The UK Water Industry’s Transformation with Federated Edge AI
Learn about the potential of federated edge ai in the water industry, which OctaiPipe and Arup have collaborated on.
Whitepaper
11 minutes
Federated Learning and Trust: Building Trustworthiness in Distributed AI Systems
Unveil strategies for navigating security challenges, achieving privacy-accuracy equilibrium, and ensuring model explainability across diverse edge devices.
Blogs
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Blog
5 minutes
From Centralised to Decentralised AI in Critical Infrastructure
Federated edge AI for IoT is redefining AI deployment at the edge in critical infrastructure environments.
Blog
3 minutes
OctaiPipe v2.2 is now live!
We are thrilled to announce that OctaiPipe v2.2 is now live! Take a read to learn what's new in the latest update.
Blog
4 minutes
FL-Ops: Decoding Federated Learning Operations
Unlock insights into FL-Ops and its pivotal role in IoT innovation with OctaiPipe's comprehensive guide.
Blog
5 minutes
Machine Learning at the Edge of Innovation
Delve into the world of Edge ML in IIoT and understand its impact on various industries.
Blog
4 minutes
Transforming Industries with Edge AI
Explore how Edge AI applications are transforming critical industries.
Blog
4 minutes
How Edge AI Empowers the IIoT Revolution
Dive into Edge AI and how it is empowering devices in the IIoT Revolution.
Events
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