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High-speed broadband services, continued penetration of advanced mobile devices that encourage developments in the cellular machine-to-machine (M2M) and Internet of Things (IoT) markets, and the resurgence of unlimited mobile plans are the top drivers of the North American mobile communications market. This tracker presents the metrics for Tier I m...

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...

In this research service, Frost & Sullivan reviews the rising need for alternators in light of the growing demand from the commercial and the industrial sectors. The study also examines market drivers and restraints for the next 10 years. The rising need for power, along with growing customer awareness of the benefits of backup power, in light of t...

In recent decades, there has been an increase of possibilities in the use of conducting polymers, carbon nanotubes, and graphene for building novel biosensors, due to the advancement of polymers and carbon nanomaterials. The use of polymers, CNTs and graphene as sensor components, due to their exceptional features, are intended to make sensors incr...

Social media analytics is the process of evaluating and examining data about conversations on social media platforms to understand customer preferences and gain competitive intelligence. Social media analytics can be predictive, prescriptive, or descriptive and help businesses understand different parts of a problem, thereby enabling them to tackle...

High-speed broadband services, continued penetration of advanced mobile devices that encourage developments in the cellular machine-to-machine (M2M) and Internet of Things (IoT) markets, and the resurgence of unlimited mobile plans are the top drivers of the North American mobile communications market. This tracker presents the metrics for Tier I m...

This growth insight is part of an ongoing quarterly tracker that monitors the trends and the developments in the Singapore automotive market. It uses multi-level secondary as well as primary sources for data collation. This includes country-level official associations/federations, government authorities, country subject experts, and third-party sou...

This growth insight is part of an ongoing quarterly tracker that monitors the trends and the developments in the automotive market in the Philippines. It uses multi-level secondary as well as primary sources for data collation. This includes country-level official associations/federations, government authorities, country subject experts, and third-...

This growth insight is part of an ongoing quarterly tracker that monitors the trends and the developments in the Vietnamese automotive market. It uses multi-level secondary as well as primary sources for data collation. This includes country-level official associations/federations, government authorities, country subject experts, and third-party so...