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The global clinical diagnostics market is poised for strong growth, driven by increased adoption of advanced diagnostics technologies, greater investment in laboratories, and improved access to molecular and immunodiagnostic testing facilities. In 2025, the industry continued its transformation, establishing testing systems as intelligent systems...

Personal protective equipment (PPE) has become the main talking point due to the COVID-19 pandemic, as the pandemic radically shifted the focus of PPE's manufacturing, procuring, and use. Today, as the PPE industry struggles with pricing pressures, growing inflation, and global economic uncertainties, winners will offer strategic product differe...

The oil and gas industry recovered strongly in 2021 after recording an all-time low in 2020 due to the COVID-19 pandemic. Oil prices in 2021 increased by 70.5% and reached a yearly average of $67.7 per barrel. Amid the geopolitical chaos and Russo-Ukrainian, the oil price rose to $117 per barrel in Q1 2022. Despite the better-than-expected recovery...

The lawn and garden equipment segment of the off-highway equipment industry has grown significantly in recent years, with a global market size of $29.63 billion in 2024. Frost & Sullivan projects a compound annual growth rate of 22.1%, reaching $98.02 billion in revenue over the 2024 to 2030 period. Factors driving industry growth include demand fo...

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...

Tamil Nadu is one of the leading states when it comes to the tourism industry in India; the state has been promoting tourism under the ‘Enchanting Tourism’ program. The state has almost a one-fifth share in both domestic and foreign tourist arrivals and its tourism industry is a major contributor to the GDP. The tourism industry in Tamil Nadu is ma...

The aim of the study is to analyze and estimate the adoption of eRetailing in the automotive aftermarket, deep diving into key markets and market participant activity. The study provides a complete analysis of market revenues and a 7-year forecast for online sales of parts across key global markets: North America, Latin America, Europe, and certai...

Over the past decade, the aerospace industry has witnessed the growing application of additive manufacturing technology. Major applications include developing parts for the aircraft interior and engine. The technology replaces parts made using the traditional manufacturing process, offering aerospace companies increased supply chain flexibility and...

This Frost & Sullivan study focuses on sustainability in the MedTech industry and offers a detailed discussion on 2 sustainability programs, Climate Action and Responsible Consumption and Production. The study's focus areas include key regulations in the EU, such as the EUDAMED database and green taxonomy and ESG in the United States and Asia-Pacif...