The ‘2021 Technology Convergence Scenarios is a powerful technology foresighting research built on the ‘Top 50 Emerging Technologies & Growth Opportunities program. This research is an effort at analyzing the Top 50 emerging technologies, and the strength of interconnects between these technologies to potentially combine with each other. The im...

As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...

29 Jul 2021  |  Global

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...

For more than a decade, Frost & Sullivans Emerging Technology experts have provided specific answers to critical questions, guiding organizations through the Top 50 Emerging Technologies Platform. The team has lived technology discovery for decades and understands the science, the technology, and the details. Cutting-edge intelligence on the 50 mos...

The current practice of medical education and methods of performing surgery and therapy suffer from limitations such as scarcity of subjects to practice on, suboptimal surgical precision, and therapy-related issues including medication misuse and ineffectiveness of the drugs to treat the conditions. Moreover, the outbreak of COVID-19 pandemic has ...

With the rising penetration of smartphones and mobile devices, and the increasing adoption of XR technologies, the market is expected to grow significantly in the forthcoming years. However, the lack of an effective immersive experience is one of the main challenges to hamper market growth. Therefore, research institutions, start-ups, and industry ...

As communication technology has progressed over the generations, the demand for wireless communications network has also evolved. However, users still face various issues in wireless communication such as network congestion, connectivity issues, security issues, and access point issues. When dealing with wireless communication, network spectrum ut...

Emerging digital technologies continue to permeate every aspect of businesses and society at large. COVID-19 will have a far-reaching effect on business communities globally. However, this crisis is seen as an inflection point in the drive toward digitization and adoption of emerging technologies across businesses globally. The connected, digital e...

This research looks at the state of firmware security and the impact of firmware security on the overall IoT security market. The research identifies firmware development process within organizations and focuses on the companies that have developed innovative platforms and solutions to secure firmware at each stage of development, system integratio...