Search results for: 'models'

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...

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...

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...

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...

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...

11 May 2021  |  South Asia, Middle East & North Africa  |  Market Research

Innovative Business Models Spur Growth of Middle East ICT Market, Outlook 2021

Future Growth Potential of the ICT Market Enhanced by Digital Transformation, 5G, and AI

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This research service analyzes the Middle East ICT market. It provides key highlights for 2020 as well as a future outlook till 2025. By industry, the market is segmented into telecommunications and information technology (IT). Major market drivers and restraints are discussed, along with important technology traits. The report also covers the impa...