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This edition of the Industrial Bioprocessing TOE features information on advanced ethylene electrolyzer technology, CO2 conversion electrolyzers, artificial protein production, biomanufacturing, precision gas fermentation, plant-based proteins, carbon capture technology, and impedance heating technology, among others.The Industrial Bioprocessing 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...

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 civil maintenance, repair, and overhaul (MRO) market is segmented into airframe heavy maintenance, engine overhaul, component MRO and line maintenance. Engine MRO accounted for the largest share of the MRO market. There are several key challenges that the engine MRO market is facing today, following the global economic crisis, along with the h...

This edition of the Oil and Gas (O&G) Technology Opportunity Engines features information on industrial IOT platforms, real-time vessel tracking, decision intelligence platforms, multi-gas detection technology, inspection robots, and automated perforation control for oil & gas wells, among others.The Oil and Gas TOE provides intelligence on innovat...

The global biometrics industry is entering a new development phase for its solutions. It is no longer about what type of biometric scans you build the software or hardware scanners to capture; rather, biometric solutions now seek to define and position themselves in the industry based on what they can use an individual’s biometrics to help them acc...

The Indian pre-engineered buildings market is on a growth trajectory due to high growth expected construction, infrastructure, and industrial sectors. Ease of installation, faster completion, flexibility in design, expandability, workshop fabrication, recyclable material, and energy efficiency are the factors leading to increased awareness level. S...

Irrigation enables a controlled and supervised provision of water to vegetation, avoiding water waste because of evaporation, wind, drainage, or overflow, ensuring an even distribution of resources. Managed water use is aligned with sustainability concerns and prevents the over- and under-irrigation of landscapes and fields that can have a negative...

This research explores growth opportunities in the European home automation systems market and the possibility of the European Renovation Wave strategy accelerating the demand for such products. The research analyses key drivers and restraints that influence market growth, key country-level trends and market measurements, competitive landscape, and...