Search results for: 'Computing Power'

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...

In this research service, Frost & Sullivan reviews the increasing need for services in light of the growing generators demand from the commercial and the industrial sectors. The study also examines market drivers and restraints for the next 10 years. The rising need for power, along with growing customer awareness of the benefits of digital solutio...

10 Jan 2022  |  Global  |  Market Research

Global AI-enabled Business Intelligence Growth Opportunities

Transformative Mega Trends of AI-enabled Business Intelligence Solutions to Democratize Enterprise Analytics

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Conversations around the value of business intelligence platforms are currently shifting from being focused on data visualization to emphasizing the benefits of augmented analytics. Business intelligence vendors have introduced new artificial intelligence (AI) tools that allow users with limited training and statistical knowledge to seamlessly acce...

As governments around the world try to reduce carbon emissions by an unprecedent amount with electric vehicles as a focus of incentives, the reality is that millions fossil fuel-powered cars will remain on the road for decades to come. With this in mind, automotive and energy companies are considering whether an investment in electrofuel production...

Net zero goals requires decarbonization in every aspect of human life, and renewable energy production is essential. Flexible solar cells are a compelling proposition because of their wide variety of existing and novel application areas. In contrast to conventional, fixed-format solar panels often crafted from crystalline silicon, flexible solar ce...

Fleet electrification is crucial to reaching sustainability goals. It involves the transition of fleets from internal combustion engines to electric engines. The charging requirements of the fleet are evaluated to identify potential charging opportunities either en route at public charging stations or at depots through installed chargers. Access...

The Sensor Technology Opportunity Engine provides profiles of innovations related to Current Sensors, Radar Sensors, Ultrasonic Sensors, AI Sensors, Smart Water Sensors and Image Sensors.Sensor Technology Opportunity Engine (TOE) captures global sensor-related innovations and developments on a monthly basis. Innovations are directed toward developi...

This research service provides in-depth analysis on the World market for ultracapacitors. Market analysis includes revenue forecast by geographic region, power range and end user markets, market and technology trends, and other metrics. Additionally, the competitive structure and market share analysis by end user market.

Rising healthcare and surgery costs are increasing the burden on healthcare systems, making it difficult for hospitals to offer high-quality care at affordable prices. Time-consuming manual processes that significantly impact surgeon time and workload, hospital cost increases due to delayed surgery, and low patient satisfaction levels due to human ...