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Data Collaboration

4 articles · Page 1 of 1
DataFunTalk
DataFunTalk
Oct 24, 2021 · Artificial Intelligence

Privacy Computing: The Federated Three‑Stage FIRM Architecture and Its Industrial Applications

This article introduces the background of privacy computing, explains the FIRM (Federated system Interconnection Reference Model) three‑stage architecture, details key technologies such as the Ionic Bond communication framework and HeteroDeepFM, and showcases real‑world applications in marketing, risk control, and government sectors.

AI securityData CollaborationFIRM architecture
0 likes · 15 min read
Privacy Computing: The Federated Three‑Stage FIRM Architecture and Its Industrial Applications
DataFunSummit
DataFunSummit
Oct 23, 2021 · Artificial Intelligence

Privacy Computing: The Federated Learning Three‑Part FIRM Architecture and Its Industrial Applications

This article introduces the background of privacy computing, explains the three‑stage FIRM reference architecture for federated learning, describes key technologies such as the Ionic Bond communication framework and HeteroDeepFM, and showcases real‑world applications in marketing, risk control, and government sectors.

AI securityData CollaborationFIRM architecture
0 likes · 17 min read
Privacy Computing: The Federated Learning Three‑Part FIRM Architecture and Its Industrial Applications
Tencent Cloud Developer
Tencent Cloud Developer
Mar 29, 2020 · Industry Insights

How Federated Learning Is Breaking Data Silos Across Clouds

This article examines the rise of federated learning as a solution to data islands, detailing regulatory pressures, technical foundations, industry implementations by WeBank, Tencent and VMware, and practical product workflows that enable secure, cross‑cloud AI collaboration.

Artificial IntelligenceBig DataData Collaboration
0 likes · 9 min read
How Federated Learning Is Breaking Data Silos Across Clouds