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Server-side ad insertion has normally been about tackling the problems of ad blocking and device fragmentation. But the industry is now seeing platform shifts that change the sweet spot of ad stitching towards live and catch-up TV. Client-side ad SDKs have grown in sophistication, the platforms they run have become more capable and the transition t...

Traditional training environments face patient safety risks, resource constraints, and limited exposure to rare event scenarios. Additionally, physical simulations are costly, limiting accessibility (especially in resource-constrained settings). Current simulation models lack personalization, resulting in operational complexity for hospitals due to...

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...

The study covers one of the leading credit and financial management company in the United States. Credit Karma which started its business by offering free credit score and free credit report has moved much beyond and rolled out a series of products to cater to the full stack of the market. In the study, Frost has presented the evolution of Credit K...

The study covers one of the leading online lenders in the United States. SoFi that started offering student loan refinancing has moved much beyond and rolled out a series of products to cater to the full stack of the market. In the study, Frost & Sullivan has presented the evolution of SoFi tracking back to May 2012, when it launched is the first p...

The primary aim of this research is to gauge the usage trends of social networking within a business context, specifically related to internal and external communications. It covers drivers for social media use, prevalence of social media engagement, and management tool usage. Overall, 90% of respondents use social media for external communications...

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...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Artificial intelligence, Augmented Reality, Virtual Reality, Generative AI, Machine Learning Models, and Robotics Process Automation. These technologies empower users to devote their efforts to higher-value activities by auto...

Building information modeling (BIM) digitizes the functional and physical aspects of the project in the construction sector, providing more visibility and easing the decision-making process in the entire lifecycle. Apart from 3D (width, height and depth) modeling, BIM also consists of other dimensions such as 4D (time), 5D (cost), 6D (Sustainabilit...