Search results for: 'models level'

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...

19 Aug 2020  |  Global  |  Market Research

Digital Business Models Mitigating COVID-19 Implications on Global Aftermarket Performance in 2020

Resilience From an Aging Vehicle Parc, Complemented By Digitization of the Value Chain to Usher in Post-pandemic Revival of the Automotive Aftermarket

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Key Issues Addressed

This study evaluates the trajectories of global economic recovery in the aftermath of the pandemic and elucidates the medium-term impact of muted demand and supply on aftermarket revenues for 2020. Taking the long-term view, the study also underscores growth opportunities and evolving business models that, if leveraged on, will aid the aftermarket’...

Building energy management is now a cornerstone of building energy sustainability. Mass digitization targets building systems management and focuses on occupant health and well-being, enabling proactive performance improvements and making buildings more human-centric. The COVID-19 pandemic emphasizes the importance of minimizing ecological footprin...

This report comprises trend opportunity profiles of the most upcoming trends catering to future environmental needs. The study describes opportunities across key sectors, including fast-moving consumer goods (FMCG), healthcare, industrial, mobility, food and agriculture, information and communication technologies (ICT), and supply chain and logisti...

Provide a quantitative model that describes revenues and forecasts of flow, level, pressure and temperature sensors and transmitters markets Describe the drivers and restraints affecting the flow, level, pressure and temperature sensors and transmitters market worldwide. Provide a quantitative model that describes revenues and forecasts of flow, le...

09 Nov 2020  |  Global  |  Market Research

Technology Development Strategy Driving Waymo’s Innovative Business Models, 2020

Waymo’s In-house Technological Innovations and Strategic Partnerships Will Continue to Upend the Traditional Automotive Industry

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By the beginning of this decade, the term 'autonomous vehicles' had become familiar to the layman. Since the global COVID-19 pandemic, the automotive industry has been in a state of dichotomy. There is a clear realization that past predictions of launching fully autonomous vehicles by 2020 will not materialize; however, collective milestones in the...

23 Sep 2020  |  Global  |  Market Research

Disruptive Technologies with Innovative Business Models Driving Platform and Architecture Strategies for AVs, 2020

Growth Potential Enhanced by 4-layered Platform Approach Toward CASE

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Key Issues Addressed

The automotive industry is at a tipping point, with traditional business models being disrupted, changing the market dynamicsincreasing urbanization and congestion, tighter emission and safety regulations, evolving consumer expectations for digital features, and focus on user safety. The ecosystem is evolving at a rapid pace, not only through the ...

This research study focuses on providing all the presentations from Frost & Sullivan's two-day workshop event held in July 2016 in London, called Intelligent Mobility 3.0, Future of Business Models in Connected and Autonomous Mobility. These include presentations from Frost & Sullivan Europe team and a host of other companies, such as Daimler, Gene...

18 Feb 2025  |  Global  |  Market Research

Shared Mobility Market, China, 2023-2030

Advanced Technologies are Driving Transformative Growth by Enhancing Travel Efficiency and Safety

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The shared mobility market in China is undergoing significant transformation, driven by advanced technologies that enhance efficiency and safety. This Frost & Sullivan report provides a comprehensive analysis of the shared mobility market in China, focusing on 4 key segments: ridehailing, ridesharing, bikesharing, and car rental. While ridehailing...