Search results for: 'Model Based System Engineering market'

By 2050, about 1 billion people will reside in urban centers in APAC. Despite relatively high water availability, most APAC countries face water stress primarily due to uneven distribution of water. Most medium-high income economies have implemented policies favoring the reuse of treated wastewater primarily to meet growing industrial demand. N...

In the last decade, nanomedicine and nanotechnology have helped unlock revolutionary therapeutic potential that has positively impacted healthcare. Among the different nanotechnology-based innovations, lipid-based nanoparticles such as liposomes and lipid nanoparticles (LNPs) show great promise across multiple therapies. Although the Food and Drug ...

This Frost & Sullivan research service analyzes the Brazilian information and communications technology (ICT) services market, providing market sizing and forecasts by service, in terms of revenue. In this study, Frost & Sullivan presents an in-depth analysis of the following markets: fixed telephony, data communications, fixed broadband, pay TV, m...

The entire healthcare system is under attack by the novel COVID-19 virus that has no proven treatment. Hospitals are being stretched beyond their capacity, healthcare workers are falling ill, and critically ill patients are not guaranteed that the life-saving equipment they must have will be available. Improved screening and guidance to a growing n...

This market insight provides unit shipment forecasts, segmentation by region, and market share analysis for the global self-checkout systems market. The regional forecast covers North America and Latin America (NALA), Europe, the Middle East, and Africa (EMEA), and Asia-Pacific (APAC). Market drivers and restraints are ranked in order of impact. Th...

This research service gives a detailed analysis of the Indonesia steering systems, technology evolution roadmap Forecasts in units and revenues for the overall penetration of individual advanced steering systems in the Indonesia market and a breakdown by vehicle manufacturers and by vehicle segments. Pricing analysis, Profiles detailing key vehicle...

This study looks at the changing landscape of the insurance industry in terms of emerging insurable markets, new business models, evolution in operations, and the value chain, as well as disruptors and opportunities to various lines of insurance. Readers of the study will come away with insight into new markets, technologies, and trends that they 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...