Search results for: 'Laboratory building market'

Frost & Sullivan s analysis indicates that sensor network technology will record immense growth, potentially resulting in billions of connected devices due to constant improvements in enabling technologies, particularly artificial intelligence (AI). Growing demands in multiple industries, including information and communications technology (ICT), m...

Open communication standards play a significant role in building automation systems (BASs) as it can provide better interoperability and connectivity among devices that are connected, compared to proprietary protocols. These open standards have also made the integration of third-party devices to the BAS network smoother. With an increase in the num...

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...

This report examines the enterprise metaverse as an emerging enterprise-grade platform that unifies digital twins and collaborative applications to support advanced operational, engineering, workforce, and customer-facing objectives. As organizations expand remote operations, intelligent asset management, and immersive design practices, the converg...

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

Infographics

×

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 Asia-Pacific (APAC) Internet of Things (IoT) market is expected to grow at a compound annual growth rate (CAGR) of 22.5% between 2019 and 2026 to reach a market size of $436.80 billion by the end of this forecast period. However, many enterprises remain unclear about the benefits and the maturity of IoT solutions available on the market. This r...

The smart home market is moving toward optimized and personalized devices, environmental control, and energy consumption through ubiquitous connectivity and digital transformation. This strategic analysis is part of Frost & Sullivan's continued coverage of the global IoT market. Frost & Sullivan offers valuable insights that will help IoT service p...

AI has moved from being a standalone technology to a core building block that drives global business growth. Advancements in key AI technologies, such as machine learning, deep learning, natural language processing (NLP), and computer vision, are happening at an exponential pace, constantly unlocking new capabilities and applications. AI adoptio...

This study focuses on how next-generation chiplet architectures, high-bandwidth memory (HBM), and advanced packaging technologies such as 2.5D/3D integration and fan-out wafer-level packaging are enabling the next wave of AI and high-performance computing (HPC) system architectures, rather than providing a broad packaging market overview. It analyz...