Getting Started
Reading Materials
Section titled “Reading Materials”-
Federated Analytics: A survey: https://arxiv.org/pdf/2302.01326
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High-level Overview of Federated Analytics: https://www.graphapp.ai/engineering-glossary/cloud-computing/federated-analytics
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In Depth Guide to Federated Analytics: https://lifebit.ai/blog/federated-analytics-ultimate-guide/
Google Research
Section titled “Google Research”-
Open-Source Repository: https://github.com/google-research/federated
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Confidential Federated Analysis: https://research.google/blog/discovering-new-words-with-confidential-federated-analytics/
Five Safes Trusted Execution Service (5S TES)
Section titled “Five Safes Trusted Execution Service (5S TES)”-
Open-Source Repository: https://github.com/SwanseaUniversityMedical/5s-Tes
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Documentation: https://docs.federated-analytics.ac.uk/five_safes_tes
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Trusted Research Environments: https://www.hdruk.ac.uk/access-to-health-data/trusted-research-environments/
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Connecting Singapore and the UK for better health data research: https://www.hdruk.ac.uk/news/bridging-10000km-connecting-singapore-and-the-uk-for-better-health-data-research/
Aridhia
Section titled “Aridhia”-
Open-Source Repository: https://github.com/Aridhia-Open-Source
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Development of An Open-Source Component for Federated Analysis: https://www.aridhia.com/blog/the-federated-node-development-of-an-open-source-component-for-federated-analysis/
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SaaS / Enterprise Offering: https://www.aridhia.com/our-platform/
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A Federated Trusted Research Environment Blog Post: https://www.aridhia.com/blog/the-aridhia-dre-a-federated-trusted-research-environment/