Search results for: 'model'

This series introduces a collection of emerging Trend Opportunity Profiles that showcase innovative business models shaping the next wave of global transformation. These profiles emphasize the growing adoption of advanced technologies, the strengthening of digital ecosystems, and the shift toward environmentally responsible practices. One of the ke...

This study features emerging Trend Opportunity Profiles that share novel business outlooks in the form of models that offer convenience to customers and profit to owners through advanced technology usage, increased digital presence, and strategic collaborations.With a shift in consumption patterns towards personalization and ease of access as the p...

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...

The global CAD and modeling software market focuses on the opportunities driving this mature market. Growth drivers such as infrastructure development in emerging regions and improved productivity of users via better data sharing and collaboration, and improved workflow efficiency continues to be Important to advanced CAD users have been factored i...

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...

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 convergence of FinOps and GreenOps marks a pivotal evolution in how enterprises manage cost, carbon, and compliance. With real-time ESG tracking becoming central to decision-making, businesses are shifting from traditional cost control to embedding sustainability at the core of operations. This transformation is driven by rising regulatory pres...

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...

Frost & Sullivan’s 2025 IT decision-maker (ITDM) survey was conducted to gain insights on the following end-user organizations’ priorities: - Demand for cloud/mobile private branch exchange (PBX)and unified-communications-as-a-service (UCaaS) functionality - Evolution of enterprise telephony/business call control environments - Demand for mobile...