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At Beijing's AutoChina 2024, local businesses such as BYD and NIO demonstrated the major technological and commercial strides made in China's electric car industry. These businesses have grown both internationally and domestically to acquire significant market share. Strategic alliances between Western and Chinese OEMs, a combination of resources a...

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...

This research service provides a comprehensive overview of the US C5ISR industry, offering industry segmentation, funding/spending analysis, and competitive assessment. The C5ISR industry, based on platform type, is categorized into: 1. Computers 2. Command and Control (C2) 3. Communications 4. Cyber 5. Intelligence, Surveillance, and Reconnaissan...

This analysis explores the transformation of healthcare from reactive disease treatment toward proactive, continuous, and personalized health management driven by AI, digital health, and predictive intelligence. Rising chronic disease burdens, aging populations, and escalating healthcare costs are accelerating demand for early detection, continuous...

The health foods concept is gaining high popularity globally particularly in regions of North America, Asia Pacific region, Europe, etc. But the health foods concept in the gulf countries like UAE and KSA is not well developed. The existence of such foods, have come into light only a few years back. The segments of health foods and beverages consid...

The Mexican market has witnessed a generalized increase in vehicle prices across all OEMs and automotive segments in the recent past. This study aims to analyze this phenomenon, taking into account the 2012–2017 period. The historic entry-trim and premium-trim prices for the 68 most commercialized passenger vehicles of each segment (covering A to ...

Video telematics solutions are poised to become the norm amongst enterprise fleets in the initial phase, owing to reduced vehicle claims, efficient driver exoneration, and higher realized return on investment. Medium and heavy-duty commercial vehicles for long-haul vehicle operations are primarily poised to be early adopters of video telematics, gi...

This study provides an executive analysis of Big Data in the North American and European trucking industries. Using both primary and secondary research data, analyses and discussions cover key trends, total cost of ownership, and market opportunities by value chain participant. Big Data service revenue forecasts are provided for the period 2014202...

The business process management (BPM) or business process outsourcing services market continues to grow, driven by digital transformation, AI adoption, and cost optimization pressures. Organizations are shifting from traditional labor arbitrage models to outcome-based engagements with automation, AI-driven analytics, and hyper-personalization of cl...