Search results for: 'models level past electronics'

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...

The pay TV market has been in a state of disruption for the past few years. With many of these content services starting to mature, the streaming media market is about to evolve again, causing confusion for consumers. Many of these services started out pitching one main value proposition – being low cost. But now, with nearly every major streaming ...

With the adoption of 800V architecture, the global electric vehicle (EV) market is transitioning into a new phase, with sales projected to grow at a compound annual growth rate (CAGR) of 29.7% between 2026 and 2032. During the same period, the Americas region is set to grow at a CAGR of 38.6%, Europe at 39.6%, and Asia-Pacific at 25.1%. Rising geop...

07 Nov 2016  |  North America  |  Market Research

Market Analysis of Premium European OEMs' ADAS and Automated Driving (AD) Strategies

Along with Level 3 and 4 Functions, Shared Mobility Portfolio to Play a Key Role in OEMs’ Future Business Models

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While OEMs are racing towards achieving L4 and 5 automation features in their vehicles in developed markets such as NA and Europe, there will be major improvements in the ADAS sensors that will be used to achieve the desired features. Every OEM is working on a strategy that is different from others in terms of the level of automation desired. With ...

05 Jul 2017  |  North America  |  Megatrends

Smart Cities Funding Models

Bridging the Funding Gap of the Next Trillion-dollar Market

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Smart Cities are cities built on ‘Smart’ and ‘Intelligent’ solutions and technology which will lead to the adoption of at least 5 of the 8 following smart parameters: smart energy, smart building, smart mobility, smart healthcare, smart infrastructure, smart technology, smart governance and smart education, and smart citizen. The Smart Cities marke...

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...