Search results for: 'ip endpoint'

Zero trust architecture (ZTA) is rapidly gaining traction as organizations face growing cybersecurity threats, the rise of remote work, and the shift to cloud-first strategies. Unlike traditional security models, ZTA operates on the principle of "never trust, always verify," requiring continuous verification of every user and device before granting...

The convergence of artificial intelligence and augmented reality is transforming business applications and is likely to have a profound impact on customer experience and the way businesses work. Computer vision, an artificial intelligence technology, allows computers to understand the objects seen through cameras, which are identified and labeled u...

The demand for intelligent transportation system (ITS) has also evolved with the progress transportation systems have made over the years. However, effective utilization of transportation systems depends on proper management of input data sources which describe the performance of the system and the state of system controls. The nature and quality...

The development of augmented reality (AR), virtual reality (VR), and extended reality (XR) technologies expect to accelerate in upcoming years. Technology developers and adopters across various industries experiment with these innovations for mass deployment, driving the shift from product testing for specific application requirements to scaling th...

The study evaluates photonic and optical computing technologies as critical enablers of next-generation AI infrastructure, addressing growing bandwidth, latency, power consumption, and scalability constraints associated with copper-based interconnects. The analysis covers photonic integrated circuits (PICs), optical I/O chiplets, co-packaged optics...

GenAI refers to algorithms and machine learning models used to create content, including text, audio, images, video, and code. To be a component of the IoT, Frost & Sullivan considers any product, application, or service must be part of a larger solution that comprises these 4 elements: Objects virtualized and imbued with data measurement ca...

Edge computing pushes intelligence, data processing, analytics, and communication capabilities to where the data originates: at network gateways or endpoints. The aim is to reduce latency and ensure efficient networks, operations, and service delivery, and an improved user experience. By bringing computing closer to the data source, edge computing ...

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...

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...