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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...

Business Intelligence (BI) is evolving as a vital tool for enterprises to gain real-time insights on business performance. Technology evolution drives the development of innovative applications, fueling informed business decision making. With the steep rise in data volume obtained from various sources, whether structured or unstructured, enterprise...

Disruptive technologies, such as innovative business models (e.g., neutral network hosts, satellite partnerships, and open-source collaboration) and the use of AI and GenAI in IoT, will shape the future of the IoT and edge industry. This was the key message delivered by participants in the IoT Solutions World Congress (IoTSWC), held at Fira Barcelo...

09 Jun 2025  |  Global  |  Technology Research

Emerging AI Trends in the Renewable Energy Industry

AI Developments are Transforming the Renewable Energy Industry

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Growing environmental concerns have intensified the focus on renewable energy. Organizations are making a conscious effort to adopt renewable sources, leading to rapid growth—a trend that is expected to continue. Stakeholders are increasingly turning to artificial intelligence (AI) to enhance both the generation and utilization of renewable energy....

The 2025 edition of privacy-enhancing technologies (PETs) explores cutting-edge innovations that redefine secure data collaboration and regulatory compliance across industries. PETs enable organizations to analyze, process, and share sensitive data without compromising privacy—using advanced methods such as differential privacy, federated learning,...

Digital technologies such as AI, analytics, cloud, and digital twin are playing a key role in the transformation of the water industry. The application of these advanced technologies helps water resource authorities (both municipal and non-municipal authorities) to address various challenges related to the monitoring of water quality, the improveme...

According to respondents to the 2022 Frost & Sullivan Global Cloud User survey, cloud and artificial intelligence (AI) represent the most critical aspect of digital transformation. As such, companies continue to build their hybrid, multicloud environments to support strategic business goals, such as revenue growth, improved customer experience, and...

Frost & Sullivan’s global IoT and Edge predictions for 2025 are based on insights gathered from our regional research teams. The contributions from research analysts leverage the extensive Frost & Sullivan knowledge base alongside both primary and secondary research.The report identifies the top 10 growth opportunities for 2025, encompassing analys...

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...