Search results for: 'User and Entity Behaviour Analytics Based on Machine Learning'

ASEAN was the second fastest growing NAMA market in 2017. The increasing number of high-profile attacks and data breaches over the year across verticals, such as government entities, banking and finance, education, critical infrastructure, healthcare was the key driving force in 2017. The outbreak of Wannacry and Petya ransomware attacks in 2017 wh...

The Sensor Technology Opportunity Engine provides profiles of innovations related to automotive-grade thermal imaging sensors enabling enhanced advanced driver-assistance systems (ADAS) and night vision; active stereo 3D depth cameras supporting robotic perception and spatial understanding; laser-based sensing technologies enabling intelligent molt...

This deliverable focuses on the major trends in the machines industry, as companies look to identify and invest in areas that support energy savings. Many emerging developments aim to achieve a balance between efficiency and growth. In the IIoT era, manufacturers are looking to identify emerging industries to target that will likely become key cont...

Over the last 3-5 years, growing cost pressure on healthcare and pharmaceutical companies and a significant shift towards outcome based healthcare approach have resulted in companies increasingly adopting real world data and evidence solutions to optimize their operation and cost using analytics. Earlier, applications of RWE were largely limited to...

This study will benefit those who are interested in learning about the current state of electro-optic /infrared (EO/IR) operating concepts and how they will evolve with the emergence of new technologies and threats. This study identifies emerging trends that will have an impact on the EO/IR industry and highlights areas of opportunities in the land...

AGVS streamlines tasks in order fulfillment in logistics centers as well as improve safety in production lines. AGVs can perform more than material handling such as scanning barcodes and transferring the scanned data to the central cloud system. AGVs automate all the material handling tasks and remove the need for having workers to move materials w...

This global OVA market study discusses growth drivers and restraints, market trends, and technology trends. Global and regional forecasts are included along with pricing trends. The base year is 2013, and the forecast period runs through 2020. The market is divided into 3 regions: NALA, EMEA, and APAC. It is split into 3 broad segments: content pro...

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...

This Frost & Sullivan analysis examines the global laboratory information management system (LIMS) market. The market is currently experiencing disruption due to a shift towards digitalization driven by automation, the industrial internet of things (IIoT), and smart technologies. This trend is transforming laboratory operations as it employs real-t...