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29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

The Consumer Communication Services tracker for 2019 quarter one provides detailed information for several companies in the consumer communication services market for United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share. The complied st...

The Consumer Communication Services tracker for 2019 quarter one provides detailed information for several companies in the consumer communication services market for United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share. The complied st...

The consumer communication services tracker for 2021 Q3 provides detailed information for several companies in the consumer communication services market for the United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share for the wireless, vid...

The consumer communication services tracker for 2021 Q4 provides detailed information for several companies in the consumer communication services market for the United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share for the wireless, vid...

The consumer communication services tracker for the first quarter of 2023 provides detailed information for several companies in the consumer communication services space in the United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share for t...

The consumer communication services tracker for the second quarter of 2023 provides detailed information for several companies in the consumer communication services space in the United States and Canada. The aggregated data delivered by country, technology, and company includes subscriber, revenue, net add (loss), projection, and market share for ...

The North American consumer communication services tracker for Q4 2023 provides detailed information about several consumer communication service companies in the United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and industry share for the residentia...

Used for the development and manufacturing of products across industries, deployment of networks, and maintenance of services, electronic test and measurement (T&M) equipment are witnessing increasing demand due to the proliferation of electronics and emerging disruptive concepts such as 5G and autonomous driving. With the smart mobility concept an...