Search results for: 'tech research'

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 rising need for alternators in light of the growing 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 backup power, in light of t...

09 Nov 2021  |  Asia Pacific  |  Market Research

Australian Data Center Colocation Services Growth Opportunities

Hyperscale Demand to Drive the Growth Pipeline for Data Center Colocation

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Key Issues Addressed

Australia is one of the key data center colocation service markets in the Asia-Pacific region. Driven by the accelerated deployment of digital transformation initiatives, government support, the growing requirement to process enterprise data, and the adoption of disruptive technologies, the demand for data center services is expected to continu...

An increasing number of organizations are interested in harnessing the extraordinary properties of microscopic nanoparticle, which can enable a thread that is smaller than steel or smart phones to be flexible and cognitive re-creating existing products with enhanced features. With every object and species in the surroundings made up of atoms and ...

The Consumer Communication Services tracker for 2019 quarter one provides detailed information for several companies in the consumer communication services market for United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share. The complied st...

The Consumer Communication Services tracker for 2019 quarter one provides detailed information for several companies in the consumer communication services market for United States and Canada. The aggregated data—delivered by country, technology, and company—includes subscriber, revenue, net add (loss), projection, and market share. The complied st...

Advanced sensors have led to the development of advanced robotics systems. This research is primarily focused on the advancements in sensors for robotics used for industrial, logistics, and defense applications. The primary areas focused on are sensor developments in various types of robots, such as legged robots, cobots, and unmanned aerial vehic...

The proliferation of internet of things applications, such as smart manufacturing and smart transportation, has resulted in the explosion of artificial intelligence (AI) and big data. These applications heavily rely on complex AI and machine learning algorithms, requiring computational solutions to handle varying workloads. Power-intensive, costly,...

The ongoing, albeit intermittent, transition to renewable energy sources has made it apparent that new methods of electric energy storage are required to balance energy supply and demand. The widespread adoption of electric vehicles spurs the need for more cost-effective energy storage solutions. At the same time, rising climate change awareness pu...