Search results for: 'system on models sim'

This Frost Radar™ provides a comprehensive benchmark of the remote SIM provisioning (RSP) competitive landscape at a pivotal moment in the evolution from legacy M2M SIM management to scalable, cloud-native internet of things (IoT) IoT connectivity. As the GSMA SGP.32 specification moves from definition to early commercialization, leading vendors ar...

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 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...

In 2024, enterprises pressed ahead with their digital transformation journeys amid rising complexity in technology landscapes and the emergence of generative AI (GenAI). While GenAI offers transformative potential across industries, verticals, and functional areas, it demands robust cloud and data foundations, driving increased reliance on global s...

This Frost Radar examines advanced driver assistance systems (ADAS), ADAS AI, and next-stage autonomous-driving technologies as a fast-evolving domain reshaping mobility and safety. As automakers, Tier I suppliers, chipmakers, AI software developers, and autonomous mobility companies improve perception, prediction, planning, validation, and vehicle...

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...

Disruptive technologies, such as innovative business models (e.g., neutral network hosts, satellite partnerships, and open-source collaboration) and the use of AI and GenAI in IoT, will shape the future of the IoT and edge industry. This was the key message delivered by participants in the IoT Solutions World Congress (IoTSWC), held at Fira Barcelo...

Multi-agent systems (MAS) for workflow automation are transforming enterprise operations by enabling multiple autonomous AI agents to collaborate, coordinate, and execute complex business processes across organizational functions. This report examines the global multi-agent workflow automation market between 2026 and 2030, focusing on advancements ...

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

Infographics

×

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...