Search results for: 'model technology'

Traditional training environments face patient safety risks, resource constraints, and limited exposure to rare event scenarios. Additionally, physical simulations are costly, limiting accessibility (especially in resource-constrained settings). Current simulation models lack personalization, resulting in operational complexity for hospitals due to...

This edition of the IT, Computing and Communication Technology Opportunity Engine explores emerging growth prospects in AI-driven spatial intelligence, automated 3D intelligence, agentic observability, end-to-end agentic observability, unified API & AI gateway, API and AI connectivity platform, global GPU cloud, global cloud infrastructure, and tai...

This research service provides a study of the ICT technologies adopted by the automotive industry, including, wireless technologies, sensing technologies, and computational technologies that enable the creation of intelligent applications geared toward providing a cheaper, safer, automated, quicker and more sustainable transportation system. The ad...

AI technologies and platforms are entering a new stage of maturity. Most organizations now have access to capable models and have run pilots across multiple functions. The real question is no longer whether AI works, but where it can create sustained growth and how it can be scaled without introducing cost volatility, operational risk, or governanc...

This edition of the ITCC Technology Opportunity Engine explores growth in AI-integrated consumer behavior, explainable AI, seamless gaming, feature-flag tech, intelligent signal processing, e-SIM platforms, custom software, video intelligence, automated workflows, AI support agents, network APIs, real purchase data, edge digital twins, dynamic rewa...

Digital technologies such as AI, analytics, cloud, and digital twin are playing a key role in the transformation of the water industry. The application of these advanced technologies helps water resource authorities (both municipal and non-municipal authorities) to address various challenges related to the monitoring of water quality, the improveme...

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...

Building information modeling (BIM) digitizes the functional and physical aspects of the project in the construction sector, providing more visibility and easing the decision-making process in the entire lifecycle. Apart from 3D (width, height and depth) modeling, BIM also consists of other dimensions such as 4D (time), 5D (cost), 6D (Sustainabilit...

This edition of the IT, Computing and Communication Technology Opportunity Engine captures developments related to Unified AI robotics, Hybrid GPU cloud and MLOps, Production inference stack, Full-stack reinforcement-learning compute, AI Infrastructure, Computer Vision, Software-Defined Applications, Developer Platform & Cloud Application Deploymen...