Search results for: 'learning devices'

The Internet of Things (IoT) extends Internet connectivity beyond traditional devices such as desktop and laptop computers, smartphones, and tablets, to other devices that use embedded technology to communicate and interact over the Internet. IoT means that everyday physical objects, from vehicles to manufacturing equipment to hotel coffee makers a...

The $3.28 billion global video conferencing devices market is undergoing fundamental shifts due to massive work and workplace transformation. In 2023, most customers took a measured approach to video-enabling meeting rooms, focusing first on bringing employees back to the office. Adverse macroeconomic conditions, geopolitical instability, and budge...

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...

IoT security refers to cybersecurity measures taken to protect connected devices and networks. With the increasing volume of data being transmitted from external sources and the larger attack surface in the IoT era, the need for robust security solutions has become crucial for reliable IoT operations. Malfunctioning or compromised IoT devices, whe...

Robotic-assisted surgical devices (RASDs) have transformed surgical practice by enhancing precision, dexterity, and control during complex procedures. Robotic technology helps surgeons in terms of ergonomics, motion scaling, and tremor filtration. Pay-per-use models or leasing options can alleviate concerns about high acquisition and maintenance co...

Therapeutic medical devices play a significant role in the long-term treatment of chronic conditions such as cancer and neurological diseases. Non-invasive therapeutic medical devices capable of offering home-based treatment provide high patient comfort and adherence to the prescribed therapy. With the changing preference of the patients, the medic...

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...

Increasingly, ubiquitous connectivity and innovation in applications are generating explosive growth for IoT devices globally. While China and Asia-Pacific continue to dominate the market, IoT applications and revenue growth in North America and Latin America drive the innovation in IoT. This study estimates the total number of IoT devices that are...

This study highlights emerging companies in the cardiovascular space. Cardiovascular disease detection and monitoring have been gaining significant attention considering rising healthcare costs and challenges related to the availability of a skilled healthcare workforce. Companies are trying to address these challenges with technology-driven so...