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This edition of the Cyber Security Technology Opportunity Engine (TOE) examines expanding prospects within cloud-based software protection solutions, highlighting systems for overseeing credibility and tools for monitoring and safeguarding machine learning environments. It covers strategies for spotting issues in virtual infrastructures, overall or...

This Frost & Sullivan analysis examines the clinical next-generation sequencing (NGS) industry, covering the different type of products, workflows, and applications for clinical purposes. The global market is projected to grow steadily from 2024 to 2030, achieving significant revenue milestones, driven largely by services and informatics segments. ...

The additive manufacturing sector has seen significant growth in recent years owing to growing demand for customized products and complex geometries in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. AI has a wide range of applications in additive manufacturing at various levels and is a k...

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...

Internet of Things (IoT) technologies are fast becoming essential business tools and key parts of digital transformation for many organizations. IoT deployments are well suited, across the range of potential configurations and applications, to dovetail with efforts to achieve top reported business priorities. Frost & Sullivan conducted a survey...

As intrusions employ a wide variety of attack vectors and methods, companies have to seriously consider continuous security monitoring, which provides real-time visibility of users and their devices when they attempt to connect to or work on an enterprise network. Security monitoring gives companies the ability to constantly look over their network...

This Frost & Sullivan research examines the strategic positioning of public cloud service providers to leverage artificial intelligence (AI) capabilities and monetize their service offerings. The report highlights the growing importance of public cloud providers in the AI ecosystem, given the increasing shift in enterprise and consumer data residin...

As enterprises increase their use of both cloud and physical infrastructures to support their digital business, they require tools that enable easy, efficient, and consistent management of all environments. As such, hybrid cloud management platforms have evolved to provide common functionality across infrastructures, architectures, and vendors. The...

In response to the COVID-19 pandemic, manufacturers accelerated their digitalization strategies in 2020. The most successful firms leveraged a cloud foundation to boost productivity, enable collaboration among remote and frontline employees, and connect people, devices, and data via intelligent platforms. The Frost & Sullivan reveals the progress a...