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Global Federated Learning Solutions Market (2020 to 2028) - Growing Need to Increase Learning Between Devices and Organization is Driving the Industry


4.7.1.2 Ability to Ensure Better Data Privacy and Security by Training Algorithms on Decentralized Devices
4.7.2 Restraints
4.7.3 Opportunities
4.7.3.1 Potential to Enable Companies to Leverage a Shared Ml Model Collaboratively by Keeping Data on Devices
4.7.3.2 Capability to Enable Predictive Features on Smart Devices Without Impacting User Experience and Leaking 4.7.4 Challenges
4.7.4.1 Issues of High Latency and Communication Inefficiency
4.7.4.2 System Heterogeneity and Issue in Interoperability
4.7.4.3 Indirect Information Leakage
4.9 Use Case Analysis
4.9.1 WeBank and a Car Rental Service Provider Enable Insurance Industry to Reduce Data Traffic Violations Through Federated Learning
4.9.2 Federated Learning Enable Healthcare Companies to Encrypt and Protect Patient Data
4.9.3 WeBank and Extreme Vision Introduced Online Visual Object Detection Platform Powered by Federated Learning to Store Data in Cloud ....

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Global 5G and Edge Computing Report 2020-2024: Growth Opportunities for Both Consumer and Enterprise Use Cases


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The term Edge Computing refers to computing that pushes intelligence, data processing, analytics, and communication capabilities down to where the data originates, that is, at network gateways or directly at endpoints.
The aim is to reduce latency, ensure highly efficient networks and operations, as well as service delivery and improved user experience. By extending computing closer to the data source, edge computing enables latency-sensitive computing, offers greater business agility through better control and faster insights, lowers operating expenses, and results in more efficient network bandwidth support.
There have been 3 major computing revolutions in industrial applications - mainframe, client server, and cloud computing. Taking up where these paradigms left off, edge computing is establishing itself as a foundational technology for industrial enterprises with its shorter laten ....

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